WO2010027953A1 - Multi-tiered voice feedback in an electronic device - Google Patents

Multi-tiered voice feedback in an electronic device Download PDF

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Publication number
WO2010027953A1
WO2010027953A1 PCT/US2009/055577 US2009055577W WO2010027953A1 WO 2010027953 A1 WO2010027953 A1 WO 2010027953A1 US 2009055577 W US2009055577 W US 2009055577W WO 2010027953 A1 WO2010027953 A1 WO 2010027953A1
Authority
WO
WIPO (PCT)
Prior art keywords
electronic device
elements
queue
speakable
voice feedback
Prior art date
Application number
PCT/US2009/055577
Other languages
French (fr)
Inventor
James Eric Mason
Jesse Boettcher
Original Assignee
Apple Inc.
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Apple Inc. filed Critical Apple Inc.
Priority to CN200980134444.1A priority Critical patent/CN102144209B/en
Priority to EP16150079.8A priority patent/EP3026541B1/en
Priority to EP09792124.1A priority patent/EP2329348B1/en
Publication of WO2010027953A1 publication Critical patent/WO2010027953A1/en

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Classifications

    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/22Procedures used during a speech recognition process, e.g. man-machine dialogue
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0481Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
    • G06F3/0482Interaction with lists of selectable items, e.g. menus
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L13/00Speech synthesis; Text to speech systems
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M1/00Substation equipment, e.g. for use by subscribers
    • H04M1/72Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
    • H04M1/724User interfaces specially adapted for cordless or mobile telephones
    • H04M1/72469User interfaces specially adapted for cordless or mobile telephones for operating the device by selecting functions from two or more displayed items, e.g. menus or icons

Definitions

  • This invention is directed to providing multi-tiered voice feedback in an electronic device.
  • Many electronic devices provide a significant number of features or operations accessible to a user. The number of available features or operations may often exceed the number of inputs available using an input mechanism of the electronic device.
  • the electronic device may provide menus with selectable options, where the options are associated with electronic device operations. For example, an electronic device may display a menu with selectable options on a display, for example in response to receiving an input associated with the menu from an input mechanism (e.g., a MENU button) .
  • the menu is typically displayed on an electronic device display, a user may be required to look at the display to select a particular option. This may sometimes not be desirable. For example, if a user desires to conserve power (e.g., in a portable electronic device) , requiring the electronic device to display a menu and move a highlight region navigated by the user to provide a selection may use up power. As another example, if a user is in a dark environment and the display does not include back lighting, the user may not be able to distinguish displayed options of the menu. As still another example, if a user is blind or visually impaired, the user may not be able to view a displayed menu.
  • conserve power e.g., in a portable electronic device
  • some systems may provide audio feedback in response to detecting an input from a user or a change in battery status, as described in commonly assigned U.S. Patent Publication No. 2008/0129520, entitled “ELECTRONIC DEVICE WITH ENHANCED AUDIO FEEDBACK” (Attorney Docket No. P4250US1, which is incorporated by reference herein in its entirety.
  • the electronic device may provide voice feedback describing options that a user may select or operations that the user may direct the electronic device to perform. If several menus are simultaneously displayed, or if a display includes different modules or display areas (e.g., several views) , the electronic device may have difficulty determining the objects or menu options, or the order of objects or menu options, for which to provide a voice feedback.
  • This invention is directed to systems and methods for providing multi-tiered voice feedback to a user.
  • this invention is directed to providing voice feedback for several displayed objects (e.g., menu items) in a predetermined order (e.g., based on tiers associated with each displayed object) .
  • a method, electronic device, and computer readable media for providing voice feedback to a user of an electronic device may be provided.
  • the electronic device may display several elements and identify at least two of the elements for which to provide voice feedback.
  • the electronic device may determine a tier associated with the display of each of the identified elements, where the tier defines the relative importance of each displayed element.
  • the electronic device may then provide voice feedback for the identified elements in an order of the determined tiers, for example such that voice feedback is first provided for the most important element, and subsequently provided for the next most important element until voice feedback has been provided for each element .
  • a method, electronic device, and computer readable media for providing audio feedback for displayed content may be provided.
  • the electronic device may direct a display to display several elements, where speakable properties are associated with at least two of the elements.
  • the electronic device may determine a tier associated with each of the at least two elements and generate a queue that includes the at least two elements .
  • the determined tiers may set the order of the elements in the generated queue.
  • the electronic device may direct an audio output to sequentially speak each queue element in the order of the queue, where the audio - A -
  • output includes voice feedback associated with each of the at least two elements .
  • a method, electronic device and computer readable media for speaking the text of elements displayed by an electronic device may be provided.
  • the electronic device may display several elements with which speakable properties are associated.
  • the speakable properties may identify, for each element, text to speak.
  • the electronic device may display the several elements in several views, where each view is associated with speakable order.
  • the electronic device may generate a queue that includes the several elements, where the order of the elements in the queue is set from the speakable order of each view (e.g., such that elements with a higher speakable order are at the beginning of the queue) .
  • the electronic device may wait for a first timeout to lapse and identify audio files associated with each of the elements of the queue.
  • the electronic device may modify audio playback to make speech easier to hear and to prevent the electronic device from speaking while a transaction is detected.
  • the audio files may include the spoken speakable property text to speak for each element.
  • the electronic device may sequentially play back the identified audio files in the order of the queue and pause for a second timeout.
  • the second timeout may allow the electronic device to return audio playback to the pre-speaking configuration (e.g., music playback) .
  • the electronic device may receive the audio files from a host device that generates the audio files using a text to speech engine from the speakable property text to speak for each element.
  • FIG. 1 is a schematic view of a electronic device in accordance with one embodiment of the invention
  • FIG. 2 is a schematic view of an illustrative display screen having content for which voice feedback may be available in accordance with one embodiment of the invention
  • FIG. 3 is a schematic view of an illustrative queue of speakable items for playback associated with the display of FIG. 2 in accordance with one embodiment of the invention
  • FIG. 4 is a schematic view of an electronic device display after receiving a user selection of an option of the display of FIG. 2 in accordance with one embodiment of the invention
  • FIG. 5 is a schematic view of an illustrative queue of speakable items for playback associated with the display of FIG. 4 in accordance with one embodiment of the invention
  • FIG. 6 is a schematic view of the electronic device display of FIG. 4 having a different marked option in accordance with one embodiment of the invention
  • FIG. 7 is a schematic view of an illustrative queue of speakable items for playback associated with the display of FIG. 6 in accordance with one embodiment of the invention
  • FIG. 8 is a schematic view of an electronic device display provided in response to a user selecting the highlighted menu option of FIG. 6 in accordance with one embodiment of the invention
  • FIG. 9 is a schematic view of an illustrative queue of speakable items for playback associated with the display of FIG. 8 in accordance with one embodiment of the invention
  • FIG. 10 is a schematic view of an illustrative "Now Playing" display in accordance with one embodiment of the invention.
  • FIG. 11 is a schematic view of an illustrative queue of speakable items for a Now Playing display in accordance with one embodiment of the invention.
  • FIG. 12 is an illustrative state diagram for speaking speakable strings in accordance with one embodiment of the invention.
  • FIG. 13 is a schematic view of an illustrative communications system including an electronic device and a host device in accordance with one embodiment of the invention
  • FIG. 14 is a flowchart of an illustrative process for providing static strings to an electronic device.
  • FIG. 15 is a flowchart of an illustrative process for providing dynamic strings to an electronic device .
  • the electronic device may include a processor and a display.
  • the electronic device may display any suitable information to the user.
  • a display may include a title bar, a menu with selectable options, an information region for displaying information related to one or more options, information identifying media or files available for selection, or any other suitable information.
  • the electronic device may provide voice feedback for the different displayed elements.
  • Each displayed element may be associated with different properties.
  • displayed elements for which voice feedback is to be provided may be associated with a speakable property.
  • the speakable property may include the text to be spoken for the associated element.
  • each element, as part of a view implemented for displaying the element may be associated with a speakable order or tier.
  • the electronic device may determine, from the speakable properties and the speakable orders, the text for which to provide voice feedback (e.g., the text to speak) and the order or tiers associated with each element.
  • the electronic device may select the element having the highest tier and provide voice feedback (e.g., speak) for the selected element.
  • the electronic device may then successively select each element having the next highest tier and provide voice feedback for the subsequent elements in tier order (e.g., using a queue in which the order of elements is set by the tiers associated with each element) .
  • Elements that do not include a speakable property or speakable order e.g., elements for which no voice feedback is provided
  • the electronic device may determine which element to speak at a particular time using any suitable approach.
  • the electronic device may provide voice feedback in response to detecting a transaction (e.g., a decision regarding what elements can be spoken) .
  • the electronic device may detect a transaction in response to determining that the display has transitioned, or in response to receiving a user action causing the display to change (e.g., the user selected an option or moved a highlight region) .
  • the electronic device may identify the speakable elements of the updated display, and the tiers associated with the speakable elements (e.g., elements within the transaction to speak in order) .
  • the electronic device may then create a new queue of elements for which voice feedback is to be provided based on the identified elements of the updated display, and provide voice feedback based on the newly created queue.
  • the new queue may be constructed by replacing unspoken equal or lower tier items of an existing queue.
  • the particular elements spoken, and the order in which the elements are spoken may change with each transaction.
  • the audio files that are played back in response to receiving an instruction to provide voice feedback for a particular displayed element may be generated using any suitable approach.
  • the audio files may be received from a host device connected to the electronic device. This approach may be particularly desirable if the electronic device has limited resources (e.g., inherent memory, processing and power limitations due to the portability of the electronic device) .
  • the electronic device may provide a host device with a file listing strings associated with each element to be spoken by the device.
  • FIG. 1 is a schematic view of a electronic device in accordance with one embodiment of the invention.
  • Electronic device 100 may include processor 102, storage 104, memory 106, input mechanism 108, audio output 110, display 112, and communications circuitry 114.
  • one or more of electronic device components 100 may be combined or omitted (e.g., combine storage 104 and memory 106) .
  • electronic device 100 may include other components not combined or included in those shown in FIG. 1 (e.g., a power supply or a bus), or several instances of the components shown in FIG. 1. For the sake of simplicity, only one of each of the components is shown in FIG. 1.
  • Processor 102 may include any processing circuitry operative to control the operations and performance of electronic device 100.
  • processor 100 may be used to run operating system applications, firmware applications, media playback applications, media editing applications, or any other application.
  • a processor may drive a display and process inputs received from a user interface .
  • Storage 104 may include, for example, one or more storage mediums including a hard-drive, solid state drive, flash memory, permanent memory such as ROM, any other suitable type of storage component, or any combination thereof.
  • Storage 104 may store, for example, media data (e.g., music and video files) , application data (e.g., for implementing functions on device 100) , firmware, user preference information data (e.g., media playback preferences), authentication information (e.g.
  • Memory 106 can include cache memory, semipermanent memory such as RAM, and/or one or more different types of memory used for temporarily storing data. In some embodiments, memory 106 can also be used for storing data used to operate electronic device applications, or any other type of data that may be stored in storage 104. In some embodiments, memory 106 and storage 104 may be combined as a single storage medium.
  • Input mechanism 108 may provide inputs to input/output circuitry of the electronic device.
  • Input mechanism 108 may include any suitable input mechanism, such as for example, a button, keypad, dial, a click wheel, or a touch screen.
  • electronic device 100 may include a capacitive sensing mechanism, or a multi-touch capacitive sensing mechanism.
  • Some sensing mechanisms are described in commonly owned U.S. Patent Application No. 10/902,964, filed July 10, 2004, entitled “Gestures for Touch Sensitive Input Device," and U.S. Patent Application No. 11/028,590, filed January 18, 2005, entitled “Mode- Based Graphical User Interfaces for Touch Sensitive Input Device, " both of which are incorporated herein in their entirety.
  • Audio output 110 may include one or more speakers (e.g., mono or stereo speakers) built into electronic device 100, or an audio connector (e.g., an audio jack or an appropriate Bluetooth connection) operative to be coupled to an audio output mechanism.
  • audio output 110 may be operative to provide audio data using a wired or wireless connection to a headset, headphones or earbuds .
  • Display 112 may include display circuitry (e.g., a screen or projection system) for providing a display visible to the user.
  • display 112 may include a screen (e.g., an LCD screen) that is incorporated in electronic device 100.
  • display 112 may include a movable display or a projecting system for providing a display of content on a surface remote from electronic device 100 (e.g., a video projector) .
  • display 112 can include a coder/decoder (Codec) to convert digital media data into analog signals.
  • display 112 (or other appropriate circuitry within electronic device 100) may include video Codecs, audio Codecs, or any other suitable type of Codec.
  • Display 112 also can include display driver circuitry, circuitry for driving display drivers, or both. Display 112 may be operative to display content (e.g., media playback information, application screens for applications implemented on the electronic device, information regarding ongoing communications operations, information regarding incoming communications requests, or device operation screens) under the direction of processor 102.
  • One or more of input mechanism 108, audio output 110 and display 112 may be coupled to input/output circuitry.
  • the input/output circuitry may be operative to convert (and encode/decode, if necessary) analog signals and other signals into digital data. In some embodiments, the input/output circuitry can also convert digital data into any other type of signal, and vice-versa.
  • the input/output circuitry may receive and convert physical contact inputs (e.g., from a multi-touch screen), physical movements (e.g., from a mouse or sensor) , analog audio signals (e.g., from a microphone), or any other input.
  • the digital data can be provided to and received from processor 102, storage 104, memory 106, or any other component of electronic device 100.
  • processor 102 storage 104
  • memory 106 or any other component of electronic device 100.
  • several instances of the input/output circuitry can be included in electronic device 100.
  • Communications circuitry 114 may be operative to communicate with other devices or with one or more servers using any suitable communications protocol.
  • Electronic device 100 may include one more instances of communications circuitry for simultaneously performing several communications operations using different communications networks.
  • communications circuitry may support Wi-Fi (e.g., a 802.11 protocol),
  • Ethernet which is a trademark owned by Bluetooth Sig, Inc.
  • radio frequency systems e.g., GSM, AMPS, GPRS, CDMA, EV-DO, EDGE, 3GSM, DECT, IS-136/TDMA, iDen, LTE or any other suitable cellular network or protocol
  • cellular networks e.g., GSM, AMPS, GPRS, CDMA, EV-DO, EDGE, 3GSM, DECT, IS-136/TDMA, iDen, LTE or any other suitable cellular network or protocol
  • TCP/IP e.g., any of the protocols used in each of the TCP/IP layers
  • HTTP BitTorrent
  • FTP FTP
  • RTP Real-Time Transport
  • RTSP Real-Time Transport Protocol
  • SSH Session InitiDen
  • VOIP Voice over IP
  • communications circuitry 114 may include one or more communications ports operative to provide a wired communications link between electronic device 100 and a host device.
  • a portable electronic device may include one or more connectors (e.g., 30 pin connectors or USB connectors) operative to receive a cable coupling the portable electronic device to a host computer. Using software on the host computer (e.g. iTunes available from Apple Inc.), the portable electronic device may communicate with the host computer .
  • electronic device 100 may include a bus operative to provide a data transfer path for transferring data to, from, or between control processor 102, storage 104, memory 106, input/output circuitry 108, sensor 110, and any other component included in the electronic device.
  • the electronic device may provide voice feedback for any suitable displayed content, including for example menu options or content available for playback to a user (e.g., voice feedback for metadata associated with media, such as an artist name, media title, or album) .
  • FIG. 2 is a schematic view of an illustrative display screen having content for which voice feedback may be available in accordance with one embodiment of the invention.
  • Display 200 may include several areas on which content is displayed. For example, display 200 may include title bar 210, menu 220 and additional information 230. Title bar 210 may include title 212 indicating the mode or application in use by the electronic device.
  • title 212 may include iPod (e.g., the top most title when no application has been selected) , Music, Videos, Photos, Podcasts, Extras, and Settings. Other titles may be available, for example when an accessory device is coupled to the electronic device (e.g., a radio accessory or workout accessory) .
  • Title bar 210 may also include any other suitable information, including for example battery indicator 214.
  • Menu 220 may include several selectable options 222, including for example options for selecting a mode or application, or options associated with a particular selected mode or application. A user may select an option from menu 220 by navigating highlight region 224 over an option.
  • Additional information 230 may include any suitable information, including for example information associated with the mode or application identified by title 212, one or more displayed options 222, the particular option identified by highlight region 224, or any other suitable information .
  • the electronic device may generate display 200, or any other display using any suitable approach.
  • a Model-View-Controller (MVC) architecture or design may be used.
  • the model may include any suitable information coupled to a view for display by a controller (e.g., the controller may query the model to construct views, or modify a view's connection to a model at runtime) .
  • a model may include one or more strings or images .
  • Each view may be configured to display (e.g., support) one or more types of element. The view may pass the supported types to a get_Property call, in response to which the model may provide data associated with the supported type to the view for display by the device.
  • Several views may be combined to form each display.
  • display 200 may include at least one view for each area of the display.
  • the electronic device may incorporate voice feedback variables and settings in the MVC architecture associated with the actual display of content.
  • the model may include an additional speakable property field.
  • the speakable property field may include any suitable information necessary or useful for providing voice feedback.
  • the speakable property field may include an indication that voice feedback is to be provided (e.g., a toggled setting) .
  • the electronic device may determine the text to speak using any suitable approach.
  • the view or scheduling system may query the property ID of the type associated with the view.
  • a fixed size ID generated from a property ID may instead or in addition be provided to identify the text for which to provide voice feedback.
  • the speakable property may instead or in addition include a string of text to be spoken by the electronic device, or a pointer to the field having the text to be displayed in the model.
  • the electronic device may incorporate the tier or importance in any suitable component of the MVC architecture, including for example as a speakable order variable associated with each view.
  • the speakable order may provide an indication of the importance of the speakable element displayed in the corresponding view, for example relative other text in other views that may be displayed.
  • the indication may include, for example, a tier of speech.
  • the electronic device may define any suitable speakable order or tier, including for example, context (e.g., associated with menu titles), focus (e.g., list control, such as highlight region position), choice (e.g., an option associated with an item on a list), property (e.g., a detailed description or lyrics for media), detail, and idle.
  • Each view may be associated with one or more tiers or speakable orders, for example based on the model or elements displayed in the view. For example, a view may be associated with several tiers if a menu option and associated setting (e.g., Backlight option 224 and setting 226) are simultaneously displayed within a view. Alternatively, the menu option and setting may be provided in different views.
  • the electronic device may retrieve from the model the elements to display, and the manner in which to display the elements.
  • the electronic device may retrieve the speakable properties from each model and the speakable order from each displayed view.
  • the electronic device may provide voice feedback for any suitable speakable element of a display.
  • the electronic device may provide voice feedback for one or more views .
  • the electronic device may provide voice feedback for one or more elements in a particular view.
  • the electronic device may provide voice feedback, in a particular view, for only one element at each tier (e.g., provide voice feedback for only one element in menu 220, where each option is associated with a particular tier) .
  • a speech scheduler of the electronic device may define a queue of items for which to provide voice feedback (e.g., speakable items) in which the speakable order or tier sets the order of the elements in the queue.
  • the electronic device may speak any suitable combination of displayed elements. For example, the electronic device may speak only one menu item (e.g., the menu item identified by a highlight region) . As another example, the electronic device may speak several menu items (e.g., all menu items that come after the highlighted menu item) . As still another example, the electronic device may speak all menu items .
  • the electronic device may associate a higher tier or order to the corresponding menu item.
  • This discussion will interchangeably use the terms "speaking” a speakable element or string and "playing an audio file” associated with a speakable element or string to describe providing voice feedback for a speakable element.
  • the speech scheduler may only include one speakable element for each tier of each view in the queue. This may provide an easy mechanism, for example, for the electronic device to speak only a menu item that is highlighted (e.g., only speak "Music” and not the other items in menu 220 by assigning the Focus tier only to the "Music" menu option) .
  • the speech scheduler may only place the most recent changed item in the queue.
  • the electronic device may display the several items in distinct views associated with the same speakable order.
  • the speech scheduler may use any suitable approach for providing voice feedback for different elements of views having the same tier (e.g., Idle tier in a Now Playing display, described below in more detail) .
  • the speech scheduler may follow the order of the elements in one or more resource files, an order based on the graphical position of the views, alphabetically, or using any suitable order.
  • queue 300 may be depicted using any suitable approach.
  • queue 300 may include list 310 of speakable strings to speak successively.
  • Each speakable string, as part of a view, may be associated with a speakable tier, identified in corresponding column 340.
  • the speakable strings may include iPod string 312 having Context tier 342 and Music string 313 having Focus tier 343 (e.g., the menu item identified by the highlight region is the only one spoken) .
  • the speakable strings may include a Videos string, a Photos string, a Podcasts string, an Extras string, a Settings string, a Shuffle Songs string, and a Backlight string, for example all having Choice tiers (e.g., a tier below the Focus tier of Music string 313) .
  • queue 300 may also include an On string associated with a Properties tier, which may be spoken after the Backlight string is spoken.
  • the electronic device may assign a Focus tier to the Backlight string and a Choice tier to the On string in response to detecting that the highlight region has been placed over the Backlight option in the menu.
  • the electronic device may identify audio files associated with each of the speakable strings (e.g., using a hash or database) and successively play back each of the identified audio files in the order set by queue 300.
  • FIG. 4 is a schematic view of an electronic device display after receiving a user selection of an option of the display of FIG. 2 in accordance with one embodiment of the invention.
  • display 400 may include several areas on which content is displayed.
  • display 400 may include title bar 410, menu 420 and additional information 430.
  • Title bar 410 may include title 412 indicating the mode or application in use by the electronic device.
  • title 412 may include Music, indicating the option from menu 220 (FIG. 2) that was selected.
  • Menu 420 may include several selectable options 422, including for example options associated with a particular selected mode or application.
  • a user may select an option from menu 420 by navigating highlight region 424 over the option.
  • the user may provide a selection instruction (e.g., by pressing a button or providing any other suitable input) while the highlight region is over a particular option to select the particular option.
  • options 422 may include Cover Flow, Playlists, Artists, Albums, Songs, Genres, Composers, Audiobooks, and Search.
  • Additional information 430 may include any suitable information, including for example information associated with the mode or application identified by title 412, one or more displayed options 422, the particular option identified by highlight region 424, or any other suitable information.
  • the speech scheduler may update or revise the queue of speakable items providing voice feedback for the display. For example, the speech scheduler may determine the speakable properties associated with each view of the changed display to generate the queue.
  • FIG. 5 is a schematic view of an illustrative queue of speakable items for playback associated with the display of FIG. 4 in accordance with one embodiment of the invention. Queue 500 may be depicted using any suitable approach. In the example of FIG. 5, queue 500 may include list 510 of speakable strings to speak successively. Each speakable string, as part of a view, may be associated with a speakable tier, identified in corresponding column 540.
  • the speakable strings may include Music string 512 having Context tier 542 and Cover Flow string 513 having Focus tier 543 (e.g., the menu option identified by the highlight region) .
  • queue 500 may include a Playlists string, an Artists string, an Albums string, a Songs string, a Genres string, a Composers, an Audiobooks string, and a Search string, for example all having a Choice tier (e.g., a tier below Focus tier 543 of Cover Flow string 513) .
  • the electronic device may identify audio files associated with each of the speakable strings (e.g., using a hash or database) and successively play back each of the identified audio files in the order set by queue 500.
  • the voice feedback provided by the electronic device may change when the displayed content remains the same, but when a marker controlled by the user (e.g., a highlight region) changes. This may allow a user to identify the action that will be performed in response to a user selection of the option identified by the marker as the user moves the marker.
  • FIG. 6 is a schematic view of the electronic device display of FIG. 4 having a different marked option in accordance with one embodiment of the invention. Similar to display 400 (FIG. 4), display 600 may include several areas on which content is displayed.
  • display 600 may include title bar 610, menu 620 and additional information 630.
  • Title bar 610 may include title 612 indicating the mode or application in use by the electronic device, which may be the same mode (e.g., Music) as display 400.
  • Menu 620 may include the same selectable options 622 as display 400.
  • a user may have navigated highlight region 624 over an Artist option (e.g., instead of a Cover Flow option as in display 400) .
  • the displayed additional information 630 may include any suitable information, including for example information associated with the mode or application identified by title 612, one or more displayed options 622, the particular option identified by highlight region 624, or any other suitable information.
  • the additional information displayed may be different, reflecting the position of highlight region 624.
  • the speech scheduler may update the queue of speakable items providing voice feedback for the display. For example, the speech scheduler may determine the revised, modified or updated speakable properties associated with each view of the changed display to generate the queue.
  • FIG. 7 is a schematic view of an illustrative queue of speakable items for playback associated with the display of FIG. 6 in accordance with one embodiment of the invention. Queue 700 may be depicted using any suitable approach. In the example of FIG. 7, queue 700 may include list 710 of speakable strings to speak successively.
  • Each speakable string may be associated with a speakable tier, identified in corresponding column 740.
  • the speakable strings may include Music string 712 having Context tier 742 and Artists string 713 having Focus tier 743 (e.g., the menu option identified by the highlight region) .
  • the listing of speakable strings in queue 700 may be different than that of queue 500 (FIG. 5) to reflect that the highlight region moved down to the Artists option. For example, the speakable strings that would be spoken in queue 500 before queue 700 may be removed from queue 700.
  • the electronic device may identify audio files associated with each of the speakable strings (e.g., using a hash or database) and successively play back each of the identified audio files in the order set by queue 700.
  • queue 700 may include an Albums string, a Songs string, a Genres string, a Composers, an Audiobooks string, a Search string, a Cover Flow string, and a Playlists string, for example all having a Choice tier (e.g., a tier below Focus tier 743 of Artist string 713) .
  • the other menu options may be ordered in any suitable manner, including for example as a repeating list that begins with the menu item identified by the highlight region.
  • the electronic device may play back any portion of a speakable option audio file in response to detecting a transaction.
  • the electronic device may selectively stop playing back the audio file or continue playing back the audio file based on at least one of the tier associated with the audio file and the modification of the speech scheduler queue of speakable items.
  • the speech scheduler may first determine the updated queue, and compare the initial queue to the updated queue.
  • the speech scheduler may determine, from the beginning of the queues, the portions of the initial queue and updated queue that remain the same, and the position of the updated queue from which the order of speakable elements changes. For example, as the speech scheduler moves from queue 300 to queue 500, the speech scheduler may determine that the queues do not share any common speakable strings and therefore are different from the first position. As another example, as the speech scheduler moves from queue 500 to queue 700, the speech scheduler may determine that the queues share the speakable string associated with the Context tier, but differ starting with the speakable string associated with the Focus tier.
  • the speech scheduler may further determine the position on each of the initial queue and the updated queue (if present) of the speakable string for which audio is currently being provided. For example, as the speech scheduler moves from queue 500 to queue 700, the speech scheduler may determine whether the speakable string for which an audio file is played back is the speakable string "Music" (e.g., the speakable string shared by queues 500 and 700) or a different speakable string (e.g., not shared by queues 500 and 700) .
  • the speakable string for which an audio file is played back is the speakable string "Music" (e.g., the speakable string shared by queues 500 and 700) or a different speakable string (e.g., not shared by queues 500 and 700) .
  • the speech scheduler may continue to speak or play back the audio associated with the speakable string, and subsequently continue to play back audio associated with the speakable strings of the updated queue in the order set by the updated queue.
  • the electronic device may provide the audio associated with the speakable string "Artists" (the next item in the queue associated with display 600) when the electronic device finishes playing back the audio associated with the speakable string "Music” (e.g., instead of the audio associated with the speakable string "Cover Flow, " which was the next speakable string in the queue associated with display 400) .
  • the speech scheduler instead determines that the currently spoken speakable string does not fall within the range of speakable strings shared by the initial and updated queues, the electronic device may cease playing back the audio associated with the currently spoken speakable string.
  • the electronic device may cease playing back the audio as soon as the speech scheduler determines that the currently spoken speech is not within the range of shared speakable strings.
  • the electronic device may then resume playing back audio associated with any suitable speakable string of the updated queue, including for example speakable strings of the updated queue starting with the speakable string of the updated queue from which the order of speakable elements changed.
  • the electronic device may stop playing back the audio associated with the speakable string “Cover Flow” (e.g., and only play back the audio for "Cover") and begin playing back the audio associated with the speakable string "Artists" (e.g., the first speakable string of queue 700 that is different from queue 500) .
  • the electronic device may stop playing back the audio associated with the speakable string "Genre” and begin playing back the audio associated with the speakable string “Artists.”
  • the speakable string "Genre” may then be spoken again when it is reached in the queue associated with display 600 (e.g., queue 700) . Accordingly, if a user moves a highlight region along the options displayed in display 400 at an appropriate speed, the electronic device may only play back portions (e.g., the first syllables) of each of the options of display 400.
  • the electronic device may provide voice feedback for menu items that are not statically provided by the electronic device firmware or operating system.
  • the electronic device may provide voice feedback for dynamic strings generated based on content provided by the user to the electronic device (e.g., from a host device) .
  • the electronic device may provide voice feedback for media transferred to the electronic device by a user (e.g., based on metadata associated with the transferred media) .
  • FIG. 8 is a schematic view of an electronic device display provided in response to a user selecting the highlighted menu option of FIG. 6 in accordance with one embodiment of the invention. Similar to display 600 (FIG. 6), display 800 may include several areas on which content is displayed. For example, display 800 may include title bar 810, menu 820 and additional information 830. Title bar 810 may include title 812 indicating the mode or application in use by the electronic device (e.g., "Artists”) .
  • Menu 820 may include any suitable listing associated with "Artists" mode, including for example listing 822 of the artist names for media available to the electronic device (e.g., media stored by the electronic device) .
  • the electronic device may gather the artist names using any suitable approach, including for example from metadata associated with the media.
  • the displayed additional information 830 may include any suitable information, including for example information associated with one or more artists identified in menu 820 (e.g., information related to the media available from the artist identified by highlight region 824), or the mode or application identified by title 612.
  • the speech scheduler may update the queue of speakable items to reflect the displayed dynamic artist names. For example, the speech scheduler may determine the revised, modified or updated speakable properties associated with each view of the changed display to generate the queue.
  • FIG. 9 is a schematic view of an illustrative queue of speakable items for playback associated with the display of FIG. 8 in accordance with one embodiment of the invention. Queue 900 may be depicted using any suitable approach. In the example of FIG. 9, queue 900 may include list 910 of speakable strings to speak successively.
  • Each speakable string may be associated with a speakable tier, identified in corresponding column 940.
  • the speakable strings may include Artists string 912 having Context tier 942 and Common string 913 having Focus tier 943 (e.g., the artist identified by the highlight region) .
  • queue 900 may include a The Corrs string, a Craig David string, a Creed string, a D12 string, a Da Brat string, and a Daniel Beddingfield string, for example all having a Choice tier (e.g., a tier below Focus tier 843 of Common string 813) .
  • the other artists may be ordered in any suitable manner, including for example as a repeating list that begins with the artist identified by the highlight region.
  • the electronic device may selectively provide voice feedback based on the status of media playback. For example, the electronic device may not provide voice feedback for particular elements or in a particular mode when the electronic device is playing back media.
  • FIG. 10 is a schematic view of an illustrative "Now Playing" display in accordance with one embodiment of the invention.
  • Display 1000 may include title bar 1010, menu 1020 and additional information 1030.
  • Title bar 1010 may include title 1012 indicating the mode or application in use by the electronic device.
  • title 1012 may include iPod (e.g., the top most title when no application has been selected), Music, Videos, Photos, Podcasts, Extras, Settings, and Now Playing.
  • Title bar 1010 may also include any other suitable information, including for example battery indicator 1014.
  • Menu 1020 may include several selectable options 1022, including for example options for selecting a mode or application, or options associated with a particular selected mode or application.
  • a user may select an option from menu 1020 by navigating highlight region 1024 over an option.
  • the user may provide a selection instruction (e.g., by pressing a button or providing any other suitable input) while the highlight region is placed over a particular option to select the particular option.
  • the user may select a Now Playing option.
  • the electronic device may display additional information 1030 related to the now playing media.
  • additional information 1030 may include artist 1032, title 1034, and album 1036 overlaid on album art.
  • each of artist 1032, title 1034 and album 1036 may be associated with the same or different views (e.g., different views to allow for voice feedback of the additional information using the same tier for all of the additional information elements) .
  • the speech scheduler may update the queue of speakable items to speak one or more strings related to the now playing media.
  • FIG. 11 is a schematic view of an illustrative queue of speakable items for a Now Playing display in accordance with one embodiment of the invention.
  • Queue 1100 may be depicted using any suitable approach.
  • queue 1100 may include list 1110 of speakable strings to speak successively.
  • Each speakable string, as part of a view, may be associated with a speakable tier, identified in corresponding column 1140.
  • the speakable strings may include iPod string 1112 having Context tier 1142, Now Playing string 1113 having Focus tier 1143 (e.g., the menu option identified by the highlight region), Mika string 1114 having Idle tier 1144, Grace Kelly string 1115 having Idle tier 1145, and Life in Cartoon Motion string 1116 having Idle tier 1146.
  • the electronic device may not provide voice feedback for speakable elements associated with the Idle tier when media is playing back (e.g., not paused) . For example, the electronic device may first determine whether media is playing back.
  • the electronic device may provide voice feedback for all of the elements in queue 1100, including the elements associated with the Idle tier. If the electronic device instead determines that media is currently being played back, the electronic device may provide voice feedback for elements in queue 1100 from views associated with tiers other than the Idle tier.
  • the speech scheduler may, in response to detecting that media is playing back, remove elements associated with the Idle tier from queue 1100, or instead skip elements associated with Idle tier in queue 1100.
  • the electronic device may assign an Idle tier to any suitable displayed information, including for example to information displayed in an additional information window or area (e.g., the number of songs or photos stored on the device) .
  • FIG. 12 is an illustrative state diagram for speaking speakable strings in accordance with one embodiment of the invention.
  • State diagram 1200 may include several states and several paths for accessing each of the several states.
  • the electronic device may begin in Idle state 1202. For example, the electronic device may remain in the Idle state when no content is displayed. As another example, the electronic device may remain in the Idle state when content is displayed, but the displayed content is not associated with voice feedback (e.g., an album cover art is displayed) . As still another example, the electronic device may remain in the Idle state when speakable content is displayed, but the speakable content has all been spoken.
  • the electronic device may monitor for transactions of the display. Any decision by the electronic device regarding what elements to speak may result in a transaction.
  • a transaction may be initiated (and detected by the electronic device) using several different approaches. For example, a transaction may be detected in response to receiving a user instruction (e.g., a user selection of a selectable option causing the display to change) . As another example, a transaction may be detected in response to a transition of the display (e.g., the display changing, for example due to a timeout or due to a user moving a highlight region) . In response to detecting a transaction, the electronic device may move to Update step 1204. At Update step 1204, the electronic device may update the variables or fields associated with providing voice feedback.
  • a speech scheduler may generate a queue of items for the electronic device to speak, for example based on fields available from one or more models used to generate views for the post-transaction display.
  • the electronic device may move to PreSpeakTimeout state 1206 after Update step 1204.
  • the electronic device may pause for a first timeout.
  • the electronic device may perform any suitable operation, including for example generate the queues of speakable strings to speak, identify the audio files associated with the speakable strings and perform initial operations for preparing the audio files for playback, duck or fade prior audio outputs (e.g., outputs due to music playback) , or perform any other suitable operation.
  • the electronic device may reduce prior audio feedback (e.g., ducking) so that the spoken string may be clearer.
  • the electronic device may pause the playback of media during the voice feedback (e.g., so that the user does not miss any of the media) .
  • the electronic device may use PreSpeakTimeout state to ensure that no more recent transactions are detected (e.g., a subsequent movement of a highlight region) to avoid partially speaking text.
  • the electronic device may remain in PreSpeakTimeout state 1206 for any suitable duration, including for example a duration in the range of 0ms to 500ms (e.g., 100ms) .
  • the electronic device move to Resume step 1206 to access Speaking state 1210.
  • the electronic device may speak a speakable item placed in the queue generated during Update step 1204. For example, the electronic device may identify the audio file associated with a speakable item in the generated queue and play back the identified audio file.
  • the electronic device may determine that proper voice feedback has been provided and move to Complete step 1212.
  • the speech scheduler may remove the spoken speakable element from the queue or move a pointer to the next speakable element in the queue.
  • the electronic device may instead remove the speakable element from the queue just before speaking the element (e.g., while in Speaking state 1210) so that the first speakable element identified by the electronic device after Complete step 1212, as the electronic device returns to Speaking state 1210, is the next element to speak.
  • the electronic device may successively move between Speaking state 1210 and Complete step 1212 until all of the speakable items in the queue generated during an Update step (e.g., Update step 1204) have been spoken (e.g., the queue is empty or the pointer has reached the end of the queue) , or until the display is changed and a new Update step is performed.
  • an Update step e.g., Update step 1204
  • the electronic device may move to Update step 1214.
  • Update step 1214 the electronic device may update the variables or fields associated with providing voice feedback to conform to the display resulting from the transaction.
  • the speech scheduler may update the speakable elements, and the order of speakable elements for which to provide voice playback based on the display after the transaction, in an updated voice feedback queue.
  • the electronic device may in addition determine the portion of the updated queue, starting with the first speakable element of the queue, that matches the initial voice feedback queue (e.g., prior to step 1214), and identify the current speakable element for which voice feedback is being provided. If the electronic device determines that the current speakable element is within the portion of shared speakable elements of the initial and updated queues, the electronic device may return to Speaking state 1210 and continue to speak the next speakable element of the updated queue (e.g., using Complete step 1212 and Speaking state 1210) .
  • the electronic device may cease speaking the current speakable element (e.g., stop playing back the audio file associated with the current speakable element) and return to Speaking state 1210.
  • the electronic device may provide voice feedback for the speakable elements of the updated queue, for example beginning with the first speakable element of the queue after the determined portion of shared speakable elements.
  • the electronic device may move to no_ready_queue step 1216. At no_ready_queue step 1216, the electronic device may receive an indication that the queue of speakable items is empty from the speech scheduler
  • the electronic device may move to PostSpeakTimeout state 1218.
  • the electronic device may pause for a second timeout.
  • the electronic device may perform any suitable operation, including for example preparing other audio for playback, initializing an operation selected by a user (e.g., in response to detecting a selection instruction for one of the displayed and spoken menu options) , or any other suitable operation.
  • the electronic device may instead or in addition return audio output from a ducked or faded mode (e.g., enabled during PreSpeakTimeout state 1206 to a normal mode for playing back audio or other media) .
  • the electronic device may resume the playback of paused media.
  • the electronic device may remain in PostSpeakTimeout state 1218 for any suitable duration, including for example a duration in the range of Oms to 500ms (e.g., 100ms) .
  • the electronic device move to Resume step 1220 to return to Idle state 1202.
  • the electronic device may detect a transaction (e.g., described above) while in PostSpeakTimeout state 1218 and move to Update step 1222.
  • Update step 1222 may include some or all of the features of Update step 1214.
  • the electronic device may update the variables or fields associated with providing voice feedback to conform to the display resulting from the transaction.
  • the speech scheduler may update the speakable elements, and the order of speakable elements for which to provide voice playback based on the display after the transaction, in an updated voice feedback queue.
  • the electronic device may in addition determine the portion of the updated queue, starting with the first speakable element of the queue, that matches the initial voice feedback queue (e.g., prior to step 1222), and identify the current speakable element for which voice feedback is being provided (e.g., as described above in connection with Update step 1214) .
  • the electronic device may then return to Speaking state 1210 and provide voice feedback for the speakable elements of the updated queue, for example beginning with the first speakable element of the queue after the determined portion of shared speakable elements.
  • the electronic device may detect an error in the speaking process. For example, the electronic device may receive, at play error step 1224, an indication of an error associated with Speaking state 1210. The electronic device may receive any suitable indication of an error at step 1224, including for example a play error variable. The electronic device may then reach ErrorSpeaking state 1226. The electronic device may perform any suitable operation in ErrorSpeaking state 1226. For example, the electronic device may perform a debugging operation, or other operation for identifying the source of the error.
  • the electronic device may gather information associated with the error to provide to the developer of the software for debugging or revision. If the electronic device completes the one or more operations associated with ErrorSpeaking state 1226, the electronic device may move to Complete step 1228 and return to Speaking state 1210 to continue to provide voice feedback for the speakable elements in the queue generated by the speech scheduler. [0074] Alternatively, if the electronic device fails to perform all of the operations associated with ErrorSpeaking state 1226, the electronic device may move to Resume step 1230 and return to Speaking state 1210.
  • the electronic device may fail to perform the operations associated with Speaking state 1210 for any suitable reason, including for example a failure to receive a valid "Complete” message, receiving a user instruction to cancel the ErrorSpeaking operations or to return to Speaking state 1210, an error timeout
  • the electronic device may acquire audio files associated with each of the speakable elements using any suitable approach.
  • the audio files may be locally stored by the electronic device, for example as part of firmware or software of the device.
  • firmware is generally provided globally to all electronic devices sold or used in different locations where languages and accents may vary.
  • the firmware used by each device may need to be personalized. This may come at a significant cost, as several versions of firmware may need to be stored and provided, and be significantly more complex, as the firmware or software provider may need to manage the distribution of different firmware or software to different devices.
  • the electronic device may generate audio files locally using a text to speech (TTS) engine operating on the device.
  • TTS text to speech
  • each electronic device may provide text strings associated with different menu options in the language associated with the device to the TTS engine of the device to generate audio files for voice feedback.
  • This approach may allow for easier firmware or software updates, as changes to displays in which speakable elements are present may be reflected by a change in text strings on which the TTS engine may operate.
  • the TTS engine available from the electronic device may limit this approach.
  • the quality of the speech generated by the TTS engine may be reduced. For example, intonations associated with dialects or accents may not be available, or speech associated with particular languages (e.g., languages too different from a default language) may not be supported.
  • FIG. 13 is a schematic view of an illustrative communications system including an electronic device and a host device in accordance with one embodiment of the invention.
  • Communications system 1300 may include electronic device 1302 and communications network 1310, which electronic device 1302 may use to perform wired or wireless communications with other devices within communications network 1310.
  • electronic device 1302 may perform communications operations with host device 1320 over communications network 1310.
  • communications system 1300 may include several electronic devices 1302 and host devices 1320, only one of each is shown in FIG. 13 to avoid overcomplicating the drawing.
  • Any suitable circuitry, device, system or combination of these operative to create a communications network may be used to create communications network 1310.
  • Communications network 1310 may be capable of providing wireless communications using any suitable short-range or long- range communications protocol.
  • communications network 1310 may support, for example, Wi-Fi (e.g., a 802.11 protocol), Bluetooth (registered trademark), radio frequency systems (e.g., 1300
  • Communications network 1310 may instead or in addition be capable of providing wired communications between electronic device 1302 and host device 1320, for example using any suitable port on one or both of the devices (e.g., 30-pin, USB, FireWire, Serial, or Ethernet) .
  • Electronic device 1302 may include any suitable device for receiving media or data.
  • electronic device 1302 may include one or more features of electronic device 100 (FIG. 1) .
  • Electronic device 1302 may be coupled with host device 1320 over communications link 1340 using any suitable approach.
  • electronic device 1302 may use any suitable wireless communications protocol to connect to host device 1320 over communications link 1340.
  • communications link 1340 may be a wired link that is coupled to both electronic device 1302 and media provider 1320 (e.g., an Ethernet cable) .
  • communications link 1340 may include a combination of wired and wireless links (e.g., an accessory device for wirelessly communicating with host device 1320 may be coupled to electronic device 1302) .
  • Host device 1320 may include any suitable type of device operative to provide audio files to electronic device 1302.
  • host device 1320 may include a computer (e.g., a desktop or laptop computer), a server (e.g., a server available over the Internet or using a dedicated communications link) , a kiosk, or any other suitable device.
  • Host device 1320 may provide audio files for speakable elements of the electronic device using any suitable approach.
  • host device 1320 may include a TTS engine that has access to more resources than one available locally on electronic device 1302.
  • host device 1320 may generate audio files associated with text strings for speakable elements of the electronic device.
  • the host device TTS engine may allow the electronic device to provide voice feedback in different languages or with personalized accents or voice patterns (e.g. using a celebrity voice or an accent from a particular region) .
  • the TTS engine may include a general speech dictionary and pronunciation rules for different sounds to generate audio for the provided text and convert the generated audio to a suitable format for playback by the electronic device (e.g., AIFF files) .
  • the TTS engine may include a pre-processor for performing music specific processing (e.g., substituting the string "feat.” or "ft.” with "featuring”) .
  • host device 1320 may limit the amount of media transferred to the electronic device to account for the storage space needed to store the audio files associated with providing voice feedback (e.g., calculate the space expected to be needed for the voice feedback audio files based on the expected number of media files stored on the electronic device) .
  • the host device may identify the text strings for which to provide audio files using any suitable approach.
  • the host device may identify text strings associated with data transferred from the host device to the electronic device, and provide the identified text strings to a TTS engine to generate corresponding audio files.
  • This approach may be used, for example, for text strings associated with metadata for media files (e.g., title, artist, album, genre, or any other metadata) transferred from the host device to the electronic device (e.g., music or video) .
  • the electronic device may identify the particular metadata for which to provide audio feedback to the host device (e.g., the electronic device identifies the title, artist and album metadata) .
  • the host device may use any suitable approach for naming and storing audio files in the electronic device.
  • the audio file name and stored location may be the result of applying a hash to the spoken text string.
  • the host device may not be aware of the text strings for which the TTS engine is to provide audio files.
  • the electronic device may provide a text file (e.g., an XML file) that includes strings associated with each of the static speakable elements for which voice feedback is provided to the host device. The electronic device may generate the text file with the speakable element strings at any suitable time.
  • the file may be generated each time the electronic device boots based on data extracted from the firmware or software source code during compiling. For example, when the electronic device compiles the source code associated with the models and views for display, the electronic device may identify the elements having a speakable property (e.g., the speakable elements) and extract the text string to speak and the priority associated with the speakable element. In some embodiments, the electronic device may generate the text file in response to detecting a change in the voice feedback language, voice feedback voice, or build change . [0083] The extracted text may be provided to the host device in a data file (e.g., an XML file) generated when the electronic device boots.
  • a data file e.g., an XML file
  • the host device may generate, using the TTS engine, audio files for each of the speakable elements.
  • the text file may include an indication of a language change to direct the host device to generate new audio files for the changed text or using the changed voice or language.
  • FIG. 14 is a flowchart of an illustrative process for providing static strings to an electronic device.
  • Process 1400 may begin at step 1402.
  • the electronic device may generate a data file listing static strings .
  • the electronic device may extract, from firmware, strings of text displayed by the electronic device for which voice feedback may be provided.
  • the electronic device may provide the file to a host device.
  • the electronic device may provide the file to the host device using a wired or wireless communications path.
  • the host device may convert the static strings of the provided data file to audio files.
  • the host device may use a TTS engine to generate audio for each of the static strings (e.g., generate audio, compress the audio, an convert the audio to a file format that may be played back by the electronic device) .
  • the host device may transfer the generated audio to the electronic device.
  • the host device may transfer the generated audio files to the electronic device over a communications path.
  • Process 1400 may then end at step 1412.
  • the host device may store the audio files at any suitable location on the electronic device, including for example at a location or directory number resulting from a hash of the text string to speak. [0086] FIG.
  • Process 1500 may begin at step 1502.
  • the host device may identify media to transfer to the electronic device. For example, the host device may retrieve a list of media to transfer (e.g., media within playlists) to transfer to the electronic device.
  • the host device may identified metadata strings associated with the identified media. For example, the host device may retrieve specific metadata strings identified by a host device (e.g., artist, title and album strings) for each identified media item to be transferred to the electronic device.
  • the host device may convert the identified metadata strings (e.g., dynamic strings) to audio files.
  • the host device may use a TTS engine to generate audio for each of the dynamic strings (e.g., generate audio, compress the audio, an convert the audio to a file format that may be played back by the electronic device) .
  • the host device may transfer the generated audio to the electronic device.
  • the host device may transfer the generated audio files to the electronic device over a communications path.
  • Process 1500 may then end at step 1512.
  • the host device may store the audio files at any suitable location on the electronic device, including for example at a location or directory number resulting from a hash of the text string to speak.

Abstract

This invention is directed to providing voice feedback to a user of an electronic device. Because each electronic device display may include several speakable elements (i.e., elements for which voice feedback is provided), the elements may be ordered. To do so, the electronic device may associate a tier with the display of each speakable element. The electronic device may then provide voice feedback for displayed speakable elements based on the associated tier. To reduce the complexity in designing the voice feedback system, the voice feedback features may be integrated in a Model View Controller (MVC) design used for displaying content to a user. For example, the model and view of the MVC design may include additional variables associated with speakable properties. The electronic device may receive audio files for each speakable element using any suitable approach, including for example by providing a host device with a list of speakable elements and directing a text to speech engine of the host device to generate and provide the audio files.

Description

MULTI-TIERED VOICE FEEDBACK IN AN ELECTRONIC DEVICE
Background of the Invention
[0001] This invention is directed to providing multi-tiered voice feedback in an electronic device. [0002] Many electronic devices provide a significant number of features or operations accessible to a user. The number of available features or operations may often exceed the number of inputs available using an input mechanism of the electronic device. To allow users to access electronic device operations that are not specifically tied to particular inputs (e.g., inputs not associated with a key sequence or button press, such as a MENU button on an iPod, available from Apple Inc.) , the electronic device may provide menus with selectable options, where the options are associated with electronic device operations. For example, an electronic device may display a menu with selectable options on a display, for example in response to receiving an input associated with the menu from an input mechanism (e.g., a MENU button) .
[0003] Because the menu is typically displayed on an electronic device display, a user may be required to look at the display to select a particular option. This may sometimes not be desirable. For example, if a user desires to conserve power (e.g., in a portable electronic device) , requiring the electronic device to display a menu and move a highlight region navigated by the user to provide a selection may use up power. As another example, if a user is in a dark environment and the display does not include back lighting, the user may not be able to distinguish displayed options of the menu. As still another example, if a user is blind or visually impaired, the user may not be able to view a displayed menu.
[0004] To overcome this issue, some systems may provide audio feedback in response to detecting an input from a user or a change in battery status, as described in commonly assigned U.S. Patent Publication No. 2008/0129520, entitled "ELECTRONIC DEVICE WITH ENHANCED AUDIO FEEDBACK" (Attorney Docket No. P4250US1, which is incorporated by reference herein in its entirety. In some cases, the electronic device may provide voice feedback describing options that a user may select or operations that the user may direct the electronic device to perform. If several menus are simultaneously displayed, or if a display includes different modules or display areas (e.g., several views) , the electronic device may have difficulty determining the objects or menu options, or the order of objects or menu options, for which to provide a voice feedback.
Summary of the Invention [0005] This invention is directed to systems and methods for providing multi-tiered voice feedback to a user. In particular, this invention is directed to providing voice feedback for several displayed objects (e.g., menu items) in a predetermined order (e.g., based on tiers associated with each displayed object) . [0006] In some embodiments, a method, electronic device, and computer readable media for providing voice feedback to a user of an electronic device may be provided. The electronic device may display several elements and identify at least two of the elements for which to provide voice feedback. The electronic device may determine a tier associated with the display of each of the identified elements, where the tier defines the relative importance of each displayed element. The electronic device may then provide voice feedback for the identified elements in an order of the determined tiers, for example such that voice feedback is first provided for the most important element, and subsequently provided for the next most important element until voice feedback has been provided for each element . [0007] In some embodiments, a method, electronic device, and computer readable media for providing audio feedback for displayed content may be provided. The electronic device may direct a display to display several elements, where speakable properties are associated with at least two of the elements. The electronic device may determine a tier associated with each of the at least two elements and generate a queue that includes the at least two elements . The determined tiers may set the order of the elements in the generated queue. The electronic device may direct an audio output to sequentially speak each queue element in the order of the queue, where the audio - A -
output includes voice feedback associated with each of the at least two elements .
[0008] In some embodiments, a method, electronic device and computer readable media for speaking the text of elements displayed by an electronic device may be provided. The electronic device may display several elements with which speakable properties are associated. The speakable properties may identify, for each element, text to speak. The electronic device may display the several elements in several views, where each view is associated with speakable order. The electronic device may generate a queue that includes the several elements, where the order of the elements in the queue is set from the speakable order of each view (e.g., such that elements with a higher speakable order are at the beginning of the queue) . The electronic device may wait for a first timeout to lapse and identify audio files associated with each of the elements of the queue. During the first timeout, the electronic device may modify audio playback to make speech easier to hear and to prevent the electronic device from speaking while a transaction is detected. The audio files may include the spoken speakable property text to speak for each element. The electronic device may sequentially play back the identified audio files in the order of the queue and pause for a second timeout. The second timeout may allow the electronic device to return audio playback to the pre-speaking configuration (e.g., music playback) . In some embodiments, the electronic device may receive the audio files from a host device that generates the audio files using a text to speech engine from the speakable property text to speak for each element. Brief Description of the Drawings
[0009] The above and other features of the present invention, its nature and various advantages will be more apparent upon consideration of the following detailed description, taken in conjunction with the accompanying drawings in which:
[0010] FIG. 1 is a schematic view of a electronic device in accordance with one embodiment of the invention; [0011] FIG. 2 is a schematic view of an illustrative display screen having content for which voice feedback may be available in accordance with one embodiment of the invention;
[0012] FIG. 3 is a schematic view of an illustrative queue of speakable items for playback associated with the display of FIG. 2 in accordance with one embodiment of the invention;
[0013] FIG. 4 is a schematic view of an electronic device display after receiving a user selection of an option of the display of FIG. 2 in accordance with one embodiment of the invention;
[0014] FIG. 5 is a schematic view of an illustrative queue of speakable items for playback associated with the display of FIG. 4 in accordance with one embodiment of the invention;
[0015] FIG. 6 is a schematic view of the electronic device display of FIG. 4 having a different marked option in accordance with one embodiment of the invention; [0016] FIG. 7 is a schematic view of an illustrative queue of speakable items for playback associated with the display of FIG. 6 in accordance with one embodiment of the invention; [0017] FIG. 8 is a schematic view of an electronic device display provided in response to a user selecting the highlighted menu option of FIG. 6 in accordance with one embodiment of the invention; [0018] FIG. 9 is a schematic view of an illustrative queue of speakable items for playback associated with the display of FIG. 8 in accordance with one embodiment of the invention;
[0019] FIG. 10 is a schematic view of an illustrative "Now Playing" display in accordance with one embodiment of the invention;
[0020] FIG. 11 is a schematic view of an illustrative queue of speakable items for a Now Playing display in accordance with one embodiment of the invention;
[0021] FIG. 12 is an illustrative state diagram for speaking speakable strings in accordance with one embodiment of the invention;
[0022] FIG. 13 is a schematic view of an illustrative communications system including an electronic device and a host device in accordance with one embodiment of the invention;
[0023] FIG. 14 is a flowchart of an illustrative process for providing static strings to an electronic device; and
[0024] FIG. 15 is a flowchart of an illustrative process for providing dynamic strings to an electronic device .
Detailed Description [0025] An electronic device operative to provide selective voice feedback based on tiers associated with displayed options is provided. [0026] The electronic device may include a processor and a display. The electronic device may display any suitable information to the user. For example, a display may include a title bar, a menu with selectable options, an information region for displaying information related to one or more options, information identifying media or files available for selection, or any other suitable information. As the user accesses the display, the electronic device may provide voice feedback for the different displayed elements.
[0027] Each displayed element may be associated with different properties. In some embodiments, displayed elements for which voice feedback is to be provided may be associated with a speakable property. The speakable property may include the text to be spoken for the associated element. In addition, each element, as part of a view implemented for displaying the element, may be associated with a speakable order or tier. As an electronic device displays elements (e.g., as part of the view) , the electronic device may determine, from the speakable properties and the speakable orders, the text for which to provide voice feedback (e.g., the text to speak) and the order or tiers associated with each element. The electronic device may select the element having the highest tier and provide voice feedback (e.g., speak) for the selected element. The electronic device may then successively select each element having the next highest tier and provide voice feedback for the subsequent elements in tier order (e.g., using a queue in which the order of elements is set by the tiers associated with each element) . Elements that do not include a speakable property or speakable order (e.g., elements for which no voice feedback is provided) may be ignored or skipped by the electronic device as it provides voice feedback. [0028] The electronic device may determine which element to speak at a particular time using any suitable approach. In some embodiments, the electronic device may provide voice feedback in response to detecting a transaction (e.g., a decision regarding what elements can be spoken) . For example, the electronic device may detect a transaction in response to determining that the display has transitioned, or in response to receiving a user action causing the display to change (e.g., the user selected an option or moved a highlight region) . In response to detecting a transaction, the electronic device may identify the speakable elements of the updated display, and the tiers associated with the speakable elements (e.g., elements within the transaction to speak in order) . The electronic device may then create a new queue of elements for which voice feedback is to be provided based on the identified elements of the updated display, and provide voice feedback based on the newly created queue. In some embodiments, the new queue may be constructed by replacing unspoken equal or lower tier items of an existing queue. The particular elements spoken, and the order in which the elements are spoken may change with each transaction. [0029] The audio files that are played back in response to receiving an instruction to provide voice feedback for a particular displayed element may be generated using any suitable approach. In some embodiments, to provide high quality audio using a text to speech (TTS) engine, the audio files may be received from a host device connected to the electronic device. This approach may be particularly desirable if the electronic device has limited resources (e.g., inherent memory, processing and power limitations due to the portability of the electronic device) . The electronic device may provide a host device with a file listing strings associated with each element to be spoken by the device. The host device may then convert the strings to speech using a text-to-speech engine and provide the audio files of the speech to the electronic device. The electronic device may then consult a mapping of strings to audio files to provide the proper audio file for playback in response to determining that voice feedback for a displayed element is to be provided. [0030] FIG. 1 is a schematic view of a electronic device in accordance with one embodiment of the invention. Electronic device 100 may include processor 102, storage 104, memory 106, input mechanism 108, audio output 110, display 112, and communications circuitry 114. In some embodiments, one or more of electronic device components 100 may be combined or omitted (e.g., combine storage 104 and memory 106) . In some embodiments, electronic device 100 may include other components not combined or included in those shown in FIG. 1 (e.g., a power supply or a bus), or several instances of the components shown in FIG. 1. For the sake of simplicity, only one of each of the components is shown in FIG. 1. [0031] Processor 102 may include any processing circuitry operative to control the operations and performance of electronic device 100. For example, processor 100 may be used to run operating system applications, firmware applications, media playback applications, media editing applications, or any other application. In some embodiments, a processor may drive a display and process inputs received from a user interface . [0032] Storage 104 may include, for example, one or more storage mediums including a hard-drive, solid state drive, flash memory, permanent memory such as ROM, any other suitable type of storage component, or any combination thereof. Storage 104 may store, for example, media data (e.g., music and video files) , application data (e.g., for implementing functions on device 100) , firmware, user preference information data (e.g., media playback preferences), authentication information (e.g. libraries of data associated with authorized users), lifestyle information data (e.g., food preferences), exercise information data (e.g., information obtained by exercise monitoring equipment) , transaction information data (e.g., information such as credit card information) , wireless connection information data (e.g., information that may enable electronic device 100 to establish a wireless connection) , subscription information data (e.g., information that keeps track of podcasts or television shows or other media a user subscribes to) , contact information data (e.g., telephone numbers and email addresses), calendar information data, and any other suitable data or any combination thereof. [0033] Memory 106 can include cache memory, semipermanent memory such as RAM, and/or one or more different types of memory used for temporarily storing data. In some embodiments, memory 106 can also be used for storing data used to operate electronic device applications, or any other type of data that may be stored in storage 104. In some embodiments, memory 106 and storage 104 may be combined as a single storage medium.
[0034] Input mechanism 108 may provide inputs to input/output circuitry of the electronic device. Input mechanism 108 may include any suitable input mechanism, such as for example, a button, keypad, dial, a click wheel, or a touch screen. In some embodiments, electronic device 100 may include a capacitive sensing mechanism, or a multi-touch capacitive sensing mechanism. Some sensing mechanisms are described in commonly owned U.S. Patent Application No. 10/902,964, filed July 10, 2004, entitled "Gestures for Touch Sensitive Input Device," and U.S. Patent Application No. 11/028,590, filed January 18, 2005, entitled "Mode- Based Graphical User Interfaces for Touch Sensitive Input Device, " both of which are incorporated herein in their entirety. [0035] Audio output 110 may include one or more speakers (e.g., mono or stereo speakers) built into electronic device 100, or an audio connector (e.g., an audio jack or an appropriate Bluetooth connection) operative to be coupled to an audio output mechanism. For example, audio output 110 may be operative to provide audio data using a wired or wireless connection to a headset, headphones or earbuds .
[0036] Display 112 may include display circuitry (e.g., a screen or projection system) for providing a display visible to the user. For example, display 112 may include a screen (e.g., an LCD screen) that is incorporated in electronic device 100. As another example, display 112 may include a movable display or a projecting system for providing a display of content on a surface remote from electronic device 100 (e.g., a video projector) . In some embodiments, display 112 can include a coder/decoder (Codec) to convert digital media data into analog signals. For example, display 112 (or other appropriate circuitry within electronic device 100) may include video Codecs, audio Codecs, or any other suitable type of Codec. [0037] Display 112 also can include display driver circuitry, circuitry for driving display drivers, or both. Display 112 may be operative to display content (e.g., media playback information, application screens for applications implemented on the electronic device, information regarding ongoing communications operations, information regarding incoming communications requests, or device operation screens) under the direction of processor 102. [0038] One or more of input mechanism 108, audio output 110 and display 112 may be coupled to input/output circuitry. The input/output circuitry may be operative to convert (and encode/decode, if necessary) analog signals and other signals into digital data. In some embodiments, the input/output circuitry can also convert digital data into any other type of signal, and vice-versa. For example, the input/output circuitry may receive and convert physical contact inputs (e.g., from a multi-touch screen), physical movements (e.g., from a mouse or sensor) , analog audio signals (e.g., from a microphone), or any other input. The digital data can be provided to and received from processor 102, storage 104, memory 106, or any other component of electronic device 100. In some embodiments, several instances of the input/output circuitry can be included in electronic device 100. [0039] Communications circuitry 114 may be operative to communicate with other devices or with one or more servers using any suitable communications protocol. Electronic device 100 may include one more instances of communications circuitry for simultaneously performing several communications operations using different communications networks. For example, communications circuitry may support Wi-Fi (e.g., a 802.11 protocol),
TM
Ethernet, Bluetooth (which is a trademark owned by Bluetooth Sig, Inc.) , radio frequency systems, cellular networks (e.g., GSM, AMPS, GPRS, CDMA, EV-DO, EDGE, 3GSM, DECT, IS-136/TDMA, iDen, LTE or any other suitable cellular network or protocol) , infrared, TCP/IP (e.g., any of the protocols used in each of the TCP/IP layers), HTTP, BitTorrent, FTP, RTP, RTSP, SSH, Voice over IP (VOIP) , any other communications protocol, or any combination thereof. In some embodiments, communications circuitry 114 may include one or more communications ports operative to provide a wired communications link between electronic device 100 and a host device. For example, a portable electronic device may include one or more connectors (e.g., 30 pin connectors or USB connectors) operative to receive a cable coupling the portable electronic device to a host computer. Using software on the host computer (e.g. iTunes available from Apple Inc.), the portable electronic device may communicate with the host computer . [0040] In some embodiments, electronic device 100 may include a bus operative to provide a data transfer path for transferring data to, from, or between control processor 102, storage 104, memory 106, input/output circuitry 108, sensor 110, and any other component included in the electronic device.
[0041] The electronic device may provide voice feedback for any suitable displayed content, including for example menu options or content available for playback to a user (e.g., voice feedback for metadata associated with media, such as an artist name, media title, or album) . FIG. 2 is a schematic view of an illustrative display screen having content for which voice feedback may be available in accordance with one embodiment of the invention. Display 200 may include several areas on which content is displayed. For example, display 200 may include title bar 210, menu 220 and additional information 230. Title bar 210 may include title 212 indicating the mode or application in use by the electronic device. For example, title 212 may include iPod (e.g., the top most title when no application has been selected) , Music, Videos, Photos, Podcasts, Extras, and Settings. Other titles may be available, for example when an accessory device is coupled to the electronic device (e.g., a radio accessory or workout accessory) . Title bar 210 may also include any other suitable information, including for example battery indicator 214. [0042] Menu 220 may include several selectable options 222, including for example options for selecting a mode or application, or options associated with a particular selected mode or application. A user may select an option from menu 220 by navigating highlight region 224 over an option. The user may provide a selection instruction (e.g., by pressing a button or providing any other suitable input) while the highlight region is over a particular option to select the particular option. Additional information 230 may include any suitable information, including for example information associated with the mode or application identified by title 212, one or more displayed options 222, the particular option identified by highlight region 224, or any other suitable information .
[0043] The electronic device may generate display 200, or any other display using any suitable approach. In some embodiments, a Model-View-Controller (MVC) architecture or design may be used. The model may include any suitable information coupled to a view for display by a controller (e.g., the controller may query the model to construct views, or modify a view's connection to a model at runtime) . For example, a model may include one or more strings or images . Each view may be configured to display (e.g., support) one or more types of element. The view may pass the supported types to a get_Property call, in response to which the model may provide data associated with the supported type to the view for display by the device. Several views may be combined to form each display. For example, display 200 may include at least one view for each area of the display. [0044] To facilitate providing voice feedback for displayed content, the electronic device may incorporate voice feedback variables and settings in the MVC architecture associated with the actual display of content. In some embodiments, the model may include an additional speakable property field. The speakable property field may include any suitable information necessary or useful for providing voice feedback. In some embodiments, the speakable property field may include an indication that voice feedback is to be provided (e.g., a toggled setting) . The electronic device may determine the text to speak using any suitable approach. In some embodiments, the view or scheduling system may query the property ID of the type associated with the view. In some embodiments, a fixed size ID generated from a property ID (e.g., using a hash table) may instead or in addition be provided to identify the text for which to provide voice feedback. In some embodiments, the speakable property may instead or in addition include a string of text to be spoken by the electronic device, or a pointer to the field having the text to be displayed in the model. [0045] The electronic device may incorporate the tier or importance in any suitable component of the MVC architecture, including for example as a speakable order variable associated with each view. The speakable order may provide an indication of the importance of the speakable element displayed in the corresponding view, for example relative other text in other views that may be displayed. The indication may include, for example, a tier of speech. The electronic device may define any suitable speakable order or tier, including for example, context (e.g., associated with menu titles), focus (e.g., list control, such as highlight region position), choice (e.g., an option associated with an item on a list), property (e.g., a detailed description or lyrics for media), detail, and idle. Each view may be associated with one or more tiers or speakable orders, for example based on the model or elements displayed in the view. For example, a view may be associated with several tiers if a menu option and associated setting (e.g., Backlight option 224 and setting 226) are simultaneously displayed within a view. Alternatively, the menu option and setting may be provided in different views. [0046] If a view or several views are displayed as part of a display, the electronic device may retrieve from the model the elements to display, and the manner in which to display the elements. In addition, the electronic device may retrieve the speakable properties from each model and the speakable order from each displayed view. The electronic device may provide voice feedback for any suitable speakable element of a display. For example, the electronic device may provide voice feedback for one or more views . As another example, the electronic device may provide voice feedback for one or more elements in a particular view. In some embodiments, the electronic device may provide voice feedback, in a particular view, for only one element at each tier (e.g., provide voice feedback for only one element in menu 220, where each option is associated with a particular tier) .
[0047] To provide voice feedback for displayed speakable elements in the proper order, a speech scheduler of the electronic device may define a queue of items for which to provide voice feedback (e.g., speakable items) in which the speakable order or tier sets the order of the elements in the queue. The electronic device may speak any suitable combination of displayed elements. For example, the electronic device may speak only one menu item (e.g., the menu item identified by a highlight region) . As another example, the electronic device may speak several menu items (e.g., all menu items that come after the highlighted menu item) . As still another example, the electronic device may speak all menu items . To ensure that the electronic device first speaks the menu item identified by the highlight region, the electronic device may associate a higher tier or order to the corresponding menu item. This discussion will interchangeably use the terms "speaking" a speakable element or string and "playing an audio file" associated with a speakable element or string to describe providing voice feedback for a speakable element. [0048] In some embodiments, the speech scheduler may only include one speakable element for each tier of each view in the queue. This may provide an easy mechanism, for example, for the electronic device to speak only a menu item that is highlighted (e.g., only speak "Music" and not the other items in menu 220 by assigning the Focus tier only to the "Music" menu option) . If, within a transaction, several displayed items change within a view at a given tier, the speech scheduler may only place the most recent changed item in the queue. To provide voice feedback for several items associated with a same speakable order in a single transaction, the electronic device may display the several items in distinct views associated with the same speakable order. The speech scheduler may use any suitable approach for providing voice feedback for different elements of views having the same tier (e.g., Idle tier in a Now Playing display, described below in more detail) . For example, the speech scheduler may follow the order of the elements in one or more resource files, an order based on the graphical position of the views, alphabetically, or using any suitable order. [0049] FIG. 3 is a schematic view of an illustrative queue of speakable items for playback associated with the display of FIG. 2 in accordance with one embodiment of the invention. Queue 300 may be depicted using any suitable approach. In the example of FIG. 3, queue 300 may include list 310 of speakable strings to speak successively. Each speakable string, as part of a view, may be associated with a speakable tier, identified in corresponding column 340. Using the elements from display 200 (FIG. 2), the speakable strings may include iPod string 312 having Context tier 342 and Music string 313 having Focus tier 343 (e.g., the menu item identified by the highlight region is the only one spoken) . In implementations in which all menu items are spoken (e.g., and not only the menu items identified by a highlight region) , the speakable strings may include a Videos string, a Photos string, a Podcasts string, an Extras string, a Settings string, a Shuffle Songs string, and a Backlight string, for example all having Choice tiers (e.g., a tier below the Focus tier of Music string 313) . In addition, because the Backlight option may be displayed with an associated setting, queue 300 may also include an On string associated with a Properties tier, which may be spoken after the Backlight string is spoken. In implementations in which only the highlighted option is spoken, the electronic device may assign a Focus tier to the Backlight string and a Choice tier to the On string in response to detecting that the highlight region has been placed over the Backlight option in the menu. The electronic device may identify audio files associated with each of the speakable strings (e.g., using a hash or database) and successively play back each of the identified audio files in the order set by queue 300.
[0050] When the content on the electronic device display changes, the electronic device may modify the voice feedback provided to reflect the changed display. FIG. 4 is a schematic view of an electronic device display after receiving a user selection of an option of the display of FIG. 2 in accordance with one embodiment of the invention. Similar to display 200 (FIG. 2), display 400 may include several areas on which content is displayed. For example, display 400 may include title bar 410, menu 420 and additional information 430. Title bar 410 may include title 412 indicating the mode or application in use by the electronic device. In the example of FIG. 4, title 412 may include Music, indicating the option from menu 220 (FIG. 2) that was selected.
[0051] Menu 420 may include several selectable options 422, including for example options associated with a particular selected mode or application. A user may select an option from menu 420 by navigating highlight region 424 over the option. The user may provide a selection instruction (e.g., by pressing a button or providing any other suitable input) while the highlight region is over a particular option to select the particular option. In the example of FIG. 4, options 422 may include Cover Flow, Playlists, Artists, Albums, Songs, Genres, Composers, Audiobooks, and Search. Additional information 430 may include any suitable information, including for example information associated with the mode or application identified by title 412, one or more displayed options 422, the particular option identified by highlight region 424, or any other suitable information.
[0052] In response to determining that the displayed content has changed (e.g., in response to detecting a transaction) , the speech scheduler may update or revise the queue of speakable items providing voice feedback for the display. For example, the speech scheduler may determine the speakable properties associated with each view of the changed display to generate the queue. FIG. 5 is a schematic view of an illustrative queue of speakable items for playback associated with the display of FIG. 4 in accordance with one embodiment of the invention. Queue 500 may be depicted using any suitable approach. In the example of FIG. 5, queue 500 may include list 510 of speakable strings to speak successively. Each speakable string, as part of a view, may be associated with a speakable tier, identified in corresponding column 540. Using the elements from display 400 (FIG. 4), the speakable strings may include Music string 512 having Context tier 542 and Cover Flow string 513 having Focus tier 543 (e.g., the menu option identified by the highlight region) . In implementations where all menu items are spoken, queue 500 may include a Playlists string, an Artists string, an Albums string, a Songs string, a Genres string, a Composers, an Audiobooks string, and a Search string, for example all having a Choice tier (e.g., a tier below Focus tier 543 of Cover Flow string 513) . The electronic device may identify audio files associated with each of the speakable strings (e.g., using a hash or database) and successively play back each of the identified audio files in the order set by queue 500. [0053] In some embodiments, the voice feedback provided by the electronic device may change when the displayed content remains the same, but when a marker controlled by the user (e.g., a highlight region) changes. This may allow a user to identify the action that will be performed in response to a user selection of the option identified by the marker as the user moves the marker. FIG. 6 is a schematic view of the electronic device display of FIG. 4 having a different marked option in accordance with one embodiment of the invention. Similar to display 400 (FIG. 4), display 600 may include several areas on which content is displayed. For example, display 600 may include title bar 610, menu 620 and additional information 630. Title bar 610 may include title 612 indicating the mode or application in use by the electronic device, which may be the same mode (e.g., Music) as display 400. [0054] Menu 620 may include the same selectable options 622 as display 400. As shown in FIG. 6, a user may have navigated highlight region 624 over an Artist option (e.g., instead of a Cover Flow option as in display 400) . The displayed additional information 630 may include any suitable information, including for example information associated with the mode or application identified by title 612, one or more displayed options 622, the particular option identified by highlight region 624, or any other suitable information. In the example of FIGS. 4 and 6, the additional information displayed may be different, reflecting the position of highlight region 624.
[0055] In response to determining that the position of the highlight region has changed (e.g., in response to detecting a transaction) , the speech scheduler may update the queue of speakable items providing voice feedback for the display. For example, the speech scheduler may determine the revised, modified or updated speakable properties associated with each view of the changed display to generate the queue. FIG. 7 is a schematic view of an illustrative queue of speakable items for playback associated with the display of FIG. 6 in accordance with one embodiment of the invention. Queue 700 may be depicted using any suitable approach. In the example of FIG. 7, queue 700 may include list 710 of speakable strings to speak successively. Each speakable string, as part of a view, may be associated with a speakable tier, identified in corresponding column 740. Using the elements from display 600 (FIG. 6), the speakable strings may include Music string 712 having Context tier 742 and Artists string 713 having Focus tier 743 (e.g., the menu option identified by the highlight region) . In particular, the listing of speakable strings in queue 700 may be different than that of queue 500 (FIG. 5) to reflect that the highlight region moved down to the Artists option. For example, the speakable strings that would be spoken in queue 500 before queue 700 may be removed from queue 700. The electronic device may identify audio files associated with each of the speakable strings (e.g., using a hash or database) and successively play back each of the identified audio files in the order set by queue 700. In implementations where voice feedback for non- highlighted menu options is provided, queue 700 may include an Albums string, a Songs string, a Genres string, a Composers, an Audiobooks string, a Search string, a Cover Flow string, and a Playlists string, for example all having a Choice tier (e.g., a tier below Focus tier 743 of Artist string 713) . The other menu options may be ordered in any suitable manner, including for example as a repeating list that begins with the menu item identified by the highlight region. [0056] The electronic device may play back any portion of a speakable option audio file in response to detecting a transaction. In some embodiments, if the electronic device begins playing back the audio files associated with display 200 when the user provides an instruction to access display 400, or the audio files associated with the speakable strings of display 400 as the user moves the highlight region to the position reflected in display 600, the electronic device may selectively stop playing back the audio file or continue playing back the audio file based on at least one of the tier associated with the audio file and the modification of the speech scheduler queue of speakable items. In some embodiments, the speech scheduler may first determine the updated queue, and compare the initial queue to the updated queue. In particular, the speech scheduler may determine, from the beginning of the queues, the portions of the initial queue and updated queue that remain the same, and the position of the updated queue from which the order of speakable elements changes. For example, as the speech scheduler moves from queue 300 to queue 500, the speech scheduler may determine that the queues do not share any common speakable strings and therefore are different from the first position. As another example, as the speech scheduler moves from queue 500 to queue 700, the speech scheduler may determine that the queues share the speakable string associated with the Context tier, but differ starting with the speakable string associated with the Focus tier.
[0057] The speech scheduler may further determine the position on each of the initial queue and the updated queue (if present) of the speakable string for which audio is currently being provided. For example, as the speech scheduler moves from queue 500 to queue 700, the speech scheduler may determine whether the speakable string for which an audio file is played back is the speakable string "Music" (e.g., the speakable string shared by queues 500 and 700) or a different speakable string (e.g., not shared by queues 500 and 700) . If the speech scheduler determines that the currently spoken speakable string falls within the speakable strings shared by the initial and updated queues, the speech scheduler may continue to speak or play back the audio associated with the speakable string, and subsequently continue to play back audio associated with the speakable strings of the updated queue in the order set by the updated queue. For example, if the electronic device is playing back the audio associated with the speakable string "Music" (which has a Context tier) as the user causes the display to change from display 400 to display 600, the electronic device may provide the audio associated with the speakable string "Artists" (the next item in the queue associated with display 600) when the electronic device finishes playing back the audio associated with the speakable string "Music" (e.g., instead of the audio associated with the speakable string "Cover Flow, " which was the next speakable string in the queue associated with display 400) . [0058] If the speech scheduler instead determines that the currently spoken speakable string does not fall within the range of speakable strings shared by the initial and updated queues, the electronic device may cease playing back the audio associated with the currently spoken speakable string. For example, the electronic device may cease playing back the audio as soon as the speech scheduler determines that the currently spoken speech is not within the range of shared speakable strings. The electronic device may then resume playing back audio associated with any suitable speakable string of the updated queue, including for example speakable strings of the updated queue starting with the speakable string of the updated queue from which the order of speakable elements changed. For example, if the electronic device is currently speaking the speakable string "Cover Flow" as the user causes the electronic device to move from display 400 to display 600, the electronic device may stop playing back the audio associated with the speakable string "Cover Flow" (e.g., and only play back the audio for "Cover") and begin playing back the audio associated with the speakable string "Artists" (e.g., the first speakable string of queue 700 that is different from queue 500) . In implementations in which all menu items are spoken, if the electronic device is currently speaking the speakable string "Genres" as the user causes the electronic device to move from display 400 to display 600, the electronic device may stop playing back the audio associated with the speakable string "Genre" and begin playing back the audio associated with the speakable string "Artists." The speakable string "Genre" may then be spoken again when it is reached in the queue associated with display 600 (e.g., queue 700) . Accordingly, if a user moves a highlight region along the options displayed in display 400 at an appropriate speed, the electronic device may only play back portions (e.g., the first syllables) of each of the options of display 400. [0059] In some embodiments, the electronic device may provide voice feedback for menu items that are not statically provided by the electronic device firmware or operating system. For example, the electronic device may provide voice feedback for dynamic strings generated based on content provided by the user to the electronic device (e.g., from a host device) . In some embodiments, the electronic device may provide voice feedback for media transferred to the electronic device by a user (e.g., based on metadata associated with the transferred media) . FIG. 8 is a schematic view of an electronic device display provided in response to a user selecting the highlighted menu option of FIG. 6 in accordance with one embodiment of the invention. Similar to display 600 (FIG. 6), display 800 may include several areas on which content is displayed. For example, display 800 may include title bar 810, menu 820 and additional information 830. Title bar 810 may include title 812 indicating the mode or application in use by the electronic device (e.g., "Artists") .
[0060] Menu 820 may include any suitable listing associated with "Artists" mode, including for example listing 822 of the artist names for media available to the electronic device (e.g., media stored by the electronic device) . The electronic device may gather the artist names using any suitable approach, including for example from metadata associated with the media. The displayed additional information 830 may include any suitable information, including for example information associated with one or more artists identified in menu 820 (e.g., information related to the media available from the artist identified by highlight region 824), or the mode or application identified by title 612.
[0061] In response to detecting a transaction (e.g., a user selection of the Artists option in display 600, FIG. 6), the speech scheduler may update the queue of speakable items to reflect the displayed dynamic artist names. For example, the speech scheduler may determine the revised, modified or updated speakable properties associated with each view of the changed display to generate the queue. FIG. 9 is a schematic view of an illustrative queue of speakable items for playback associated with the display of FIG. 8 in accordance with one embodiment of the invention. Queue 900 may be depicted using any suitable approach. In the example of FIG. 9, queue 900 may include list 910 of speakable strings to speak successively. Each speakable string, as part of a view, may be associated with a speakable tier, identified in corresponding column 940. Using the elements from display 800 (FIG. 8), the speakable strings may include Artists string 912 having Context tier 942 and Common string 913 having Focus tier 943 (e.g., the artist identified by the highlight region) . In implementations where voice feedback for non- highlighted menu options is provided, queue 900 may include a The Corrs string, a Craig David string, a Creed string, a D12 string, a Da Brat string, and a Daniel Beddingfield string, for example all having a Choice tier (e.g., a tier below Focus tier 843 of Common string 813) . The other artists may be ordered in any suitable manner, including for example as a repeating list that begins with the artist identified by the highlight region.
[0062] In some embodiments, the electronic device may selectively provide voice feedback based on the status of media playback. For example, the electronic device may not provide voice feedback for particular elements or in a particular mode when the electronic device is playing back media. FIG. 10 is a schematic view of an illustrative "Now Playing" display in accordance with one embodiment of the invention. Display 1000 may include title bar 1010, menu 1020 and additional information 1030. Title bar 1010 may include title 1012 indicating the mode or application in use by the electronic device. For example, title 1012 may include iPod (e.g., the top most title when no application has been selected), Music, Videos, Photos, Podcasts, Extras, Settings, and Now Playing. Title bar 1010 may also include any other suitable information, including for example battery indicator 1014. [0063] Menu 1020 may include several selectable options 1022, including for example options for selecting a mode or application, or options associated with a particular selected mode or application. A user may select an option from menu 1020 by navigating highlight region 1024 over an option. The user may provide a selection instruction (e.g., by pressing a button or providing any other suitable input) while the highlight region is placed over a particular option to select the particular option. For example, to view information related to media that is currently being played back (e.g., currently playing or paused media), the user may select a Now Playing option. In response to receiving a user selection of the Now Playing option, the electronic device may display additional information 1030 related to the now playing media. For example, additional information 1030 may include artist 1032, title 1034, and album 1036 overlaid on album art. In some embodiments, each of artist 1032, title 1034 and album 1036 may be associated with the same or different views (e.g., different views to allow for voice feedback of the additional information using the same tier for all of the additional information elements) . [0064] In response to receiving a selection of the Now Playing option of display 1000 (FIG. 10) , the speech scheduler may update the queue of speakable items to speak one or more strings related to the now playing media. For example, the speech scheduler may determine the revised, modified or updated speakable properties associated with each view of the changed display to generate the queue. FIG. 11 is a schematic view of an illustrative queue of speakable items for a Now Playing display in accordance with one embodiment of the invention. Queue 1100 may be depicted using any suitable approach. In the example of FIG. 11, queue 1100 may include list 1110 of speakable strings to speak successively. Each speakable string, as part of a view, may be associated with a speakable tier, identified in corresponding column 1140. Using the elements from display 1000 (FIG. 10), the speakable strings may include iPod string 1112 having Context tier 1142, Now Playing string 1113 having Focus tier 1143 (e.g., the menu option identified by the highlight region), Mika string 1114 having Idle tier 1144, Grace Kelly string 1115 having Idle tier 1145, and Life in Cartoon Motion string 1116 having Idle tier 1146. [0065] To ensure that voice feedback for the artist, title and album are not provided at inopportune times, the electronic device may not provide voice feedback for speakable elements associated with the Idle tier when media is playing back (e.g., not paused) . For example, the electronic device may first determine whether media is playing back. In response to determining that no media is playing back, the electronic device may provide voice feedback for all of the elements in queue 1100, including the elements associated with the Idle tier. If the electronic device instead determines that media is currently being played back, the electronic device may provide voice feedback for elements in queue 1100 from views associated with tiers other than the Idle tier. The speech scheduler may, in response to detecting that media is playing back, remove elements associated with the Idle tier from queue 1100, or instead skip elements associated with Idle tier in queue 1100. The electronic device may assign an Idle tier to any suitable displayed information, including for example to information displayed in an additional information window or area (e.g., the number of songs or photos stored on the device) . [0066] The electronic device may determine what strings to speak at what time using any suitable approach. FIG. 12 is an illustrative state diagram for speaking speakable strings in accordance with one embodiment of the invention. State diagram 1200 may include several states and several paths for accessing each of the several states. The electronic device may begin in Idle state 1202. For example, the electronic device may remain in the Idle state when no content is displayed. As another example, the electronic device may remain in the Idle state when content is displayed, but the displayed content is not associated with voice feedback (e.g., an album cover art is displayed) . As still another example, the electronic device may remain in the Idle state when speakable content is displayed, but the speakable content has all been spoken. [0067] While in Idle state 1202, the electronic device may monitor for transactions of the display. Any decision by the electronic device regarding what elements to speak may result in a transaction. A transaction may be initiated (and detected by the electronic device) using several different approaches. For example, a transaction may be detected in response to receiving a user instruction (e.g., a user selection of a selectable option causing the display to change) . As another example, a transaction may be detected in response to a transition of the display (e.g., the display changing, for example due to a timeout or due to a user moving a highlight region) . In response to detecting a transaction, the electronic device may move to Update step 1204. At Update step 1204, the electronic device may update the variables or fields associated with providing voice feedback. For example, a speech scheduler may generate a queue of items for the electronic device to speak, for example based on fields available from one or more models used to generate views for the post-transaction display. The electronic device may move to PreSpeakTimeout state 1206 after Update step 1204.
[0068] At PreSpeakTimeout state 1206, the electronic device may pause for a first timeout. During the timeout, the electronic device may perform any suitable operation, including for example generate the queues of speakable strings to speak, identify the audio files associated with the speakable strings and perform initial operations for preparing the audio files for playback, duck or fade prior audio outputs (e.g., outputs due to music playback) , or perform any other suitable operation. For example, the electronic device may reduce prior audio feedback (e.g., ducking) so that the spoken string may be clearer. As another example, the electronic device may pause the playback of media during the voice feedback (e.g., so that the user does not miss any of the media) . As still another example, the electronic device may use PreSpeakTimeout state to ensure that no more recent transactions are detected (e.g., a subsequent movement of a highlight region) to avoid partially speaking text. The electronic device may remain in PreSpeakTimeout state 1206 for any suitable duration, including for example a duration in the range of 0ms to 500ms (e.g., 100ms) . Once the first timeout associated with PreSpeakTimeout state 1206 has lapsed, the electronic device move to Resume step 1206 to access Speaking state 1210. [0069] At Speaking state 1210, the electronic device may speak a speakable item placed in the queue generated during Update step 1204. For example, the electronic device may identify the audio file associated with a speakable item in the generated queue and play back the identified audio file. When the electronic device finishes speaking the first item in the voice feedback queue generated by the speech scheduler, the electronic device may determine that proper voice feedback has been provided and move to Complete step 1212. At Complete step 1212, the speech scheduler may remove the spoken speakable element from the queue or move a pointer to the next speakable element in the queue. In some embodiments, the electronic device may instead remove the speakable element from the queue just before speaking the element (e.g., while in Speaking state 1210) so that the first speakable element identified by the electronic device after Complete step 1212, as the electronic device returns to Speaking state 1210, is the next element to speak. The electronic device may successively move between Speaking state 1210 and Complete step 1212 until all of the speakable items in the queue generated during an Update step (e.g., Update step 1204) have been spoken (e.g., the queue is empty or the pointer has reached the end of the queue) , or until the display is changed and a new Update step is performed. [0070] In response to detecting a transaction (e.g., described above) while in Speaking state 1210, the electronic device may move to Update step 1214. At Update step 1214, the electronic device may update the variables or fields associated with providing voice feedback to conform to the display resulting from the transaction. For example, the speech scheduler may update the speakable elements, and the order of speakable elements for which to provide voice playback based on the display after the transaction, in an updated voice feedback queue. In some embodiments, the electronic device may in addition determine the portion of the updated queue, starting with the first speakable element of the queue, that matches the initial voice feedback queue (e.g., prior to step 1214), and identify the current speakable element for which voice feedback is being provided. If the electronic device determines that the current speakable element is within the portion of shared speakable elements of the initial and updated queues, the electronic device may return to Speaking state 1210 and continue to speak the next speakable element of the updated queue (e.g., using Complete step 1212 and Speaking state 1210) . If the electronic device instead determines that the current speakable element is not within the portion of shared speakable elements of the initial and updated queues, the electronic device may cease speaking the current speakable element (e.g., stop playing back the audio file associated with the current speakable element) and return to Speaking state 1210. Upon returning to Speaking state 1210, the electronic device may provide voice feedback for the speakable elements of the updated queue, for example beginning with the first speakable element of the queue after the determined portion of shared speakable elements. [0071] Once the electronic device has provided voice feedback for every element in the queue generated by the speech scheduler (e.g., once the queue is empty), the electronic device may move to no_ready_queue step 1216. At no_ready_queue step 1216, the electronic device may receive an indication that the queue of speakable items is empty from the speech scheduler
(e.g., a no_ready_queue variable) . From no_ready_queue step 1216, the electronic device may move to PostSpeakTimeout state 1218. At state 1218, the electronic device may pause for a second timeout. During the timeout, the electronic device may perform any suitable operation, including for example preparing other audio for playback, initializing an operation selected by a user (e.g., in response to detecting a selection instruction for one of the displayed and spoken menu options) , or any other suitable operation. The electronic device may instead or in addition return audio output from a ducked or faded mode (e.g., enabled during PreSpeakTimeout state 1206 to a normal mode for playing back audio or other media) . Alternatively, the electronic device may resume the playback of paused media. The electronic device may remain in PostSpeakTimeout state 1218 for any suitable duration, including for example a duration in the range of Oms to 500ms (e.g., 100ms) . Once the first timeout associated with PostSpeakTimeout state 1218 has lapsed, the electronic device move to Resume step 1220 to return to Idle state 1202. [0072] In some embodiments, the electronic device may detect a transaction (e.g., described above) while in PostSpeakTimeout state 1218 and move to Update step 1222. Update step 1222 may include some or all of the features of Update step 1214. At Update step 1222, the electronic device may update the variables or fields associated with providing voice feedback to conform to the display resulting from the transaction. For example, the speech scheduler may update the speakable elements, and the order of speakable elements for which to provide voice playback based on the display after the transaction, in an updated voice feedback queue. In some embodiments, the electronic device may in addition determine the portion of the updated queue, starting with the first speakable element of the queue, that matches the initial voice feedback queue (e.g., prior to step 1222), and identify the current speakable element for which voice feedback is being provided (e.g., as described above in connection with Update step 1214) . The electronic device may then return to Speaking state 1210 and provide voice feedback for the speakable elements of the updated queue, for example beginning with the first speakable element of the queue after the determined portion of shared speakable elements. [0073] In some embodiments, the electronic device may detect an error in the speaking process. For example, the electronic device may receive, at play error step 1224, an indication of an error associated with Speaking state 1210. The electronic device may receive any suitable indication of an error at step 1224, including for example a play error variable. The electronic device may then reach ErrorSpeaking state 1226. The electronic device may perform any suitable operation in ErrorSpeaking state 1226. For example, the electronic device may perform a debugging operation, or other operation for identifying the source of the error. As another example, the electronic device may gather information associated with the error to provide to the developer of the software for debugging or revision. If the electronic device completes the one or more operations associated with ErrorSpeaking state 1226, the electronic device may move to Complete step 1228 and return to Speaking state 1210 to continue to provide voice feedback for the speakable elements in the queue generated by the speech scheduler. [0074] Alternatively, if the electronic device fails to perform all of the operations associated with ErrorSpeaking state 1226, the electronic device may move to Resume step 1230 and return to Speaking state 1210. The electronic device may fail to perform the operations associated with Speaking state 1210 for any suitable reason, including for example a failure to receive a valid "Complete" message, receiving a user instruction to cancel the ErrorSpeaking operations or to return to Speaking state 1210, an error timeout
(e.g., 100 ms), or any other suitable reason or based on any other suitable condition.
[0075] The electronic device may acquire audio files associated with each of the speakable elements using any suitable approach. In some embodiments, the audio files may be locally stored by the electronic device, for example as part of firmware or software of the device. An inherent limitation of this approach, however, is that firmware is generally provided globally to all electronic devices sold or used in different locations where languages and accents may vary. To ensure voice feedback is provided in the proper language or with the proper accent, the firmware used by each device may need to be personalized. This may come at a significant cost, as several versions of firmware may need to be stored and provided, and be significantly more complex, as the firmware or software provider may need to manage the distribution of different firmware or software to different devices. In addition, the size of audio files (e.g., as opposed to text files) may be large and prohibitive to provide as firmware or software updates. [0076] In some embodiments, the electronic device may generate audio files locally using a text to speech (TTS) engine operating on the device. Using such an approach, each electronic device may provide text strings associated with different menu options in the language associated with the device to the TTS engine of the device to generate audio files for voice feedback. This approach may allow for easier firmware or software updates, as changes to displays in which speakable elements are present may be reflected by a change in text strings on which the TTS engine may operate. The TTS engine available from the electronic device, however, may limit this approach. In particular, if the electronic device has limited resources, such as limited memory, processing capabilities, or power supply (e.g., limitations associated with a portable electronic device) , the quality of the speech generated by the TTS engine may be reduced. For example, intonations associated with dialects or accents may not be available, or speech associated with particular languages (e.g., languages too different from a default language) may not be supported.
[0077] In some embodiments, the electronic device may instead or in addition receive audio files associated with speakable elements from a host device to which the electronic device is connected. FIG. 13 is a schematic view of an illustrative communications system including an electronic device and a host device in accordance with one embodiment of the invention. Communications system 1300 may include electronic device 1302 and communications network 1310, which electronic device 1302 may use to perform wired or wireless communications with other devices within communications network 1310. For example, electronic device 1302 may perform communications operations with host device 1320 over communications network 1310. Although communications system 1300 may include several electronic devices 1302 and host devices 1320, only one of each is shown in FIG. 13 to avoid overcomplicating the drawing. [0078] Any suitable circuitry, device, system or combination of these (e.g., a wireless communications infrastructure including communications towers and telecommunications servers) operative to create a communications network may be used to create communications network 1310. Communications network 1310 may be capable of providing wireless communications using any suitable short-range or long- range communications protocol. In some embodiments, communications network 1310 may support, for example, Wi-Fi (e.g., a 802.11 protocol), Bluetooth (registered trademark), radio frequency systems (e.g., 1300
MHz, 2.4 GHz, and 5.6 GHz communication systems), infrared, protocols used by wireless and cellular phones and personal email devices, or any other protocol supporting wireless communications between electronic device 1302 and host device 1320.
Communications network 1310 may instead or in addition be capable of providing wired communications between electronic device 1302 and host device 1320, for example using any suitable port on one or both of the devices (e.g., 30-pin, USB, FireWire, Serial, or Ethernet) .
[0079] Electronic device 1302 may include any suitable device for receiving media or data. For example, electronic device 1302 may include one or more features of electronic device 100 (FIG. 1) . Electronic device 1302 may be coupled with host device 1320 over communications link 1340 using any suitable approach. For example, electronic device 1302 may use any suitable wireless communications protocol to connect to host device 1320 over communications link 1340. As another example, communications link 1340 may be a wired link that is coupled to both electronic device 1302 and media provider 1320 (e.g., an Ethernet cable) . As still another example, communications link 1340 may include a combination of wired and wireless links (e.g., an accessory device for wirelessly communicating with host device 1320 may be coupled to electronic device 1302) . In some embodiments, any suitable connector, dongle or docking station may be used to couple electronic device 1302 and host device 1320 as part of communications link 1340. [0080] Host device 1320 may include any suitable type of device operative to provide audio files to electronic device 1302. For example, host device 1320 may include a computer (e.g., a desktop or laptop computer), a server (e.g., a server available over the Internet or using a dedicated communications link) , a kiosk, or any other suitable device. Host device 1320 may provide audio files for speakable elements of the electronic device using any suitable approach. For example, host device 1320 may include a TTS engine that has access to more resources than one available locally on electronic device 1302. Using a more expansive host device TTS engine, host device 1320 may generate audio files associated with text strings for speakable elements of the electronic device. The host device TTS engine may allow the electronic device to provide voice feedback in different languages or with personalized accents or voice patterns (e.g. using a celebrity voice or an accent from a particular region) . The TTS engine may include a general speech dictionary and pronunciation rules for different sounds to generate audio for the provided text and convert the generated audio to a suitable format for playback by the electronic device (e.g., AIFF files) . In some embodiments, the TTS engine may include a pre-processor for performing music specific processing (e.g., substituting the string "feat." or "ft." with "featuring") . In some embodiments, host device 1320 may limit the amount of media transferred to the electronic device to account for the storage space needed to store the audio files associated with providing voice feedback (e.g., calculate the space expected to be needed for the voice feedback audio files based on the expected number of media files stored on the electronic device) .
[0081] The host device may identify the text strings for which to provide audio files using any suitable approach. In some embodiments, the host device may identify text strings associated with data transferred from the host device to the electronic device, and provide the identified text strings to a TTS engine to generate corresponding audio files. This approach may be used, for example, for text strings associated with metadata for media files (e.g., title, artist, album, genre, or any other metadata) transferred from the host device to the electronic device (e.g., music or video) . In some embodiments, the electronic device may identify the particular metadata for which to provide audio feedback to the host device (e.g., the electronic device identifies the title, artist and album metadata) . The host device may use any suitable approach for naming and storing audio files in the electronic device. For example, the audio file name and stored location (e.g., directory number) may be the result of applying a hash to the spoken text string. [0082] For speakable elements that are not transferred from the host device to the electronic device (e.g., text of menu options of the electronic device firmware) , however, the host device may not be aware of the text strings for which the TTS engine is to provide audio files. In some embodiments, the electronic device may provide a text file (e.g., an XML file) that includes strings associated with each of the static speakable elements for which voice feedback is provided to the host device. The electronic device may generate the text file with the speakable element strings at any suitable time. In some embodiments, the file may be generated each time the electronic device boots based on data extracted from the firmware or software source code during compiling. For example, when the electronic device compiles the source code associated with the models and views for display, the electronic device may identify the elements having a speakable property (e.g., the speakable elements) and extract the text string to speak and the priority associated with the speakable element. In some embodiments, the electronic device may generate the text file in response to detecting a change in the voice feedback language, voice feedback voice, or build change . [0083] The extracted text may be provided to the host device in a data file (e.g., an XML file) generated when the electronic device boots. This approach may allow for easier changing of speakable elements with firmware or software updates, as the compiled firmware or software code may include the extracted speakable element information needed by the host device to generate audio files for voice feedback. In response to receiving the text file, the host device may generate, using the TTS engine, audio files for each of the speakable elements. In some embodiments, the text file may include an indication of a language change to direct the host device to generate new audio files for the changed text or using the changed voice or language. Systems and methods for generating audio files based on a received text file are described in more detail in commonly assigned U.S. Publication No. 2006/0095848, entitled "AUDIO USER INTERFACE FOR COMPUTING DEVICES" (Attorney Docket No. P3504US1) , which is incorporated by reference herein in its entirety.
[0084] The following flowcharts describe illustrative processes for providing audio files used for voice feedback to an electronic device. FIG. 14 is a flowchart of an illustrative process for providing static strings to an electronic device. Process 1400 may begin at step 1402. At step 1404, the electronic device may generate a data file listing static strings . For example, the electronic device may extract, from firmware, strings of text displayed by the electronic device for which voice feedback may be provided. At step 1406, the electronic device may provide the file to a host device. For example, the electronic device may provide the file to the host device using a wired or wireless communications path.
[0085] At step 1408, the host device may convert the static strings of the provided data file to audio files. For example, the host device may use a TTS engine to generate audio for each of the static strings (e.g., generate audio, compress the audio, an convert the audio to a file format that may be played back by the electronic device) . At step 1410, the host device may transfer the generated audio to the electronic device. For example, the host device may transfer the generated audio files to the electronic device over a communications path. Process 1400 may then end at step 1412. The host device may store the audio files at any suitable location on the electronic device, including for example at a location or directory number resulting from a hash of the text string to speak. [0086] FIG. 15 is a flowchart of an illustrative process for providing dynamic strings to an electronic device. Process 1500 may begin at step 1502. At step 1504, the host device may identify media to transfer to the electronic device. For example, the host device may retrieve a list of media to transfer (e.g., media within playlists) to transfer to the electronic device. At step 1506, the host device may identified metadata strings associated with the identified media. For example, the host device may retrieve specific metadata strings identified by a host device (e.g., artist, title and album strings) for each identified media item to be transferred to the electronic device.
[0087] At step 1508, the host device may convert the identified metadata strings (e.g., dynamic strings) to audio files. For example, the host device may use a TTS engine to generate audio for each of the dynamic strings (e.g., generate audio, compress the audio, an convert the audio to a file format that may be played back by the electronic device) . At step 1510, the host device may transfer the generated audio to the electronic device. For example, the host device may transfer the generated audio files to the electronic device over a communications path. Process 1500 may then end at step 1512. The host device may store the audio files at any suitable location on the electronic device, including for example at a location or directory number resulting from a hash of the text string to speak. [0088] The above-described embodiments of the present invention are presented for purposes of illustration and not of limitation, and the present invention is limited only by the claims which follow.

Claims

What is Claimed is:
1. A method for providing voice feedback to a user of an electronic device, comprising: displaying a plurality of elements; identifying at least two of the plurality of elements for which to provide voice feedback; determining tiers associated with the display of each of the identified at least two plurality of elements; and providing voice feedback for the identified at least two plurality of elements in an order of the determined tiers.
2. The method of claim 1, further comprising : retrieving audio files associated with each of the identified at least two plurality of elements; and playing back the retrieved audio files .
3. The method of claim 2, wherein playing back further comprises playing back in the order of the determined tiers .
4. The method of claim 1, further comprising : generating an initial queue comprising the identified at least two plurality of elements in response to identifying and determining; and ordering the identified elements in the initial queue based on the determined tiers.
5. The method of claim 4, wherein providing further comprises providing voice feedback for the elements of the initial queue in the order of the elements in the initial queue.
6. The method of claim 4, further comprising : changing at least one of the displayed plurality of elements; and updating at least a portion of the initial queue in response to changing.
7. The method of claim 6, further comprising : re-identifying at least two of the plurality of elements for which to provide voice feedback in response to changing; re-determining tiers associated with the display of each of the re-identified at least two plurality of elements; and generating a revised queue comprising the re-identified at least two of the plurality of elements .
8. The method of claim 7, further comprising : detecting the identified element for which voice feedback was provided during changing; determining that the detected element has the same position and tier in the initial queue and the revised queue; and providing voice feedback from the revised queue starting with the detected element.
9. The method of claim 8, further comprising : completing the voice feedback for the detected element.
10. The method of claim 7, further comprising : detecting the identified element for which voice feedback was provided during changing; comparing the initial queue and the revised queue to identify common portions of the queues ; determining that the detected element is not in a portion of the revised queue that is in common with the initial queue; and stopping providing voice feedback for the detected element .
11. The method of claim 10, further comprising : identifying the first element of the revised queue following the common portions of the queues; and providing voice feedback from the revised queue starting with the identified first element .
12. An electronic device operative to provide audio feedback for displayed content, comprising a processor, a display, and an audio output, the processor operative to: direct the display to display a plurality of elements in views, wherein speakable properties are associated with at least two of the plurality of elements; determine tiers associated with the views of each of the at least two of the plurality of elements from the associated speakable properties; generate a queue comprising the at least two of the plurality of elements, wherein the order of the queue elements is set by the determined tiers; and direct the audio output to sequentially speak each queue element in the order of the queue.
13. The electronic device of claim 12, wherein the processor is further operative to: direct the display to display at least two text strings; and direct the audio output to provide voice feedback for the at least two text strings .
14. The electronic device of claim 12, wherein the processor is further operative to: detect a transaction; and generate a revised queue comprising modified elements with which a speakable property is associated.
15. The electronic device of claim 14, wherein the processor is further operative to: direct the audio output to provide audio associated with each element of the revised queue in the order of the revised queue.
16. The electronic device of claim 14, wherein the processor is further operative to: determine that a displayed element of the plurality of elements with which a speakable property is associated has changed; and detect a transaction.
17. The electronic device of claim 16, wherein the processor is further operative to: detect a user input changing a displayed element of the plurality of elements with which a speakable property is associated; and detect a transaction.
18. The electronic device of claim 17, wherein the input comprises at least one of a user selection of a displayed option and a user instruction to move a highlight region.
19. A method for speaking text of elements displayed by an electronic device, comprising: defining a plurality of elements with which speakable properties are associated; displaying the plurality of elements in a plurality of views, wherein each view is associated with a speakable order; generating a queue comprising the plurality of elements, wherein the order of the plurality of elements in the queue is set from the speakable order; pausing for a first timeout; identifying audio files associated with each of the plurality of elements of the queue, wherein the audio files comprise text to speak for each element; sequentially playing back the identified audio files in the order of the queue; and pausing for a second timeout.
20. The method of claim 19, wherein identifying further comprises retrieving audio files associated with each of the plurality of elements from a hash of the text to speak.
21. The method of claim 19, wherein the audio files are received from a host device.
22. The method of claim 21, wherein the host device generates the audio files using a text to speech engine .
23. The method of claim 22, further comprising : providing the text to speak for each of the plurality of elements to the host device; and receiving audio files generated using a text to speech engine applied to the provided text to speak for each of the plurality of elements.
24. The method of claim 19, further comprising : changing at least one of the displayed plurality of elements; and generating a revised queue comprising the changed displayed plurality of elements ordered from the speakable orders associated with the displayed views .
25. A computer readable media for providing voice feedback to a user of an electronic device, the computer readable media comprising computer program logic recorded thereon for: displaying a plurality of elements; identifying at least two of the plurality of elements for which to provide voice feedback; determining tiers associated with the display of each of the identified at least two plurality of elements; and providing voice feedback for the identified at least two plurality of elements in an order of the determined tiers.
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Families Citing this family (181)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8645137B2 (en) 2000-03-16 2014-02-04 Apple Inc. Fast, language-independent method for user authentication by voice
US8677377B2 (en) 2005-09-08 2014-03-18 Apple Inc. Method and apparatus for building an intelligent automated assistant
US9318108B2 (en) 2010-01-18 2016-04-19 Apple Inc. Intelligent automated assistant
US8977255B2 (en) 2007-04-03 2015-03-10 Apple Inc. Method and system for operating a multi-function portable electronic device using voice-activation
US10002189B2 (en) 2007-12-20 2018-06-19 Apple Inc. Method and apparatus for searching using an active ontology
US9330720B2 (en) 2008-01-03 2016-05-03 Apple Inc. Methods and apparatus for altering audio output signals
US8996376B2 (en) 2008-04-05 2015-03-31 Apple Inc. Intelligent text-to-speech conversion
US20100030549A1 (en) 2008-07-31 2010-02-04 Lee Michael M Mobile device having human language translation capability with positional feedback
US8463053B1 (en) 2008-08-08 2013-06-11 The Research Foundation Of State University Of New York Enhanced max margin learning on multimodal data mining in a multimedia database
US8676904B2 (en) 2008-10-02 2014-03-18 Apple Inc. Electronic devices with voice command and contextual data processing capabilities
US10255566B2 (en) 2011-06-03 2019-04-09 Apple Inc. Generating and processing task items that represent tasks to perform
US10241752B2 (en) 2011-09-30 2019-03-26 Apple Inc. Interface for a virtual digital assistant
US10241644B2 (en) 2011-06-03 2019-03-26 Apple Inc. Actionable reminder entries
US9431006B2 (en) 2009-07-02 2016-08-30 Apple Inc. Methods and apparatuses for automatic speech recognition
US9324337B2 (en) * 2009-11-17 2016-04-26 Dolby Laboratories Licensing Corporation Method and system for dialog enhancement
US10276170B2 (en) 2010-01-18 2019-04-30 Apple Inc. Intelligent automated assistant
US8682667B2 (en) 2010-02-25 2014-03-25 Apple Inc. User profiling for selecting user specific voice input processing information
US9634855B2 (en) 2010-05-13 2017-04-25 Alexander Poltorak Electronic personal interactive device that determines topics of interest using a conversational agent
US8595012B2 (en) * 2010-06-29 2013-11-26 Lenovo (Singapore) Pte. Ltd. Systems and methods for input device audio feedback
KR101715381B1 (en) * 2010-11-25 2017-03-10 삼성전자 주식회사 Electronic device and control method thereof
US9262612B2 (en) 2011-03-21 2016-02-16 Apple Inc. Device access using voice authentication
US9563410B2 (en) * 2011-05-25 2017-02-07 Amx Llc Data-driven menuing system for providing a flexible user interface on an electronic device
US10057736B2 (en) 2011-06-03 2018-08-21 Apple Inc. Active transport based notifications
DE102011079034A1 (en) 2011-07-12 2013-01-17 Siemens Aktiengesellschaft Control of a technical system
US8994660B2 (en) 2011-08-29 2015-03-31 Apple Inc. Text correction processing
DE102012101629A1 (en) * 2012-02-28 2013-08-29 Deutsche Telekom Ag Method and device for easy control of communication services in the vehicle through the use of touch-sensitive screens and touch gestures
US10134385B2 (en) 2012-03-02 2018-11-20 Apple Inc. Systems and methods for name pronunciation
US9735973B2 (en) * 2012-03-15 2017-08-15 Vidoyen Inc. Expert answer platform methods, apparatuses and media
US9280610B2 (en) 2012-05-14 2016-03-08 Apple Inc. Crowd sourcing information to fulfill user requests
US10417037B2 (en) 2012-05-15 2019-09-17 Apple Inc. Systems and methods for integrating third party services with a digital assistant
US9721563B2 (en) 2012-06-08 2017-08-01 Apple Inc. Name recognition system
US9251795B2 (en) 2012-09-04 2016-02-02 Apple Inc. Adaptive audio codec selection during a communication session
US9547647B2 (en) 2012-09-19 2017-01-17 Apple Inc. Voice-based media searching
EP2954514B1 (en) 2013-02-07 2021-03-31 Apple Inc. Voice trigger for a digital assistant
US10652394B2 (en) 2013-03-14 2020-05-12 Apple Inc. System and method for processing voicemail
US10748529B1 (en) 2013-03-15 2020-08-18 Apple Inc. Voice activated device for use with a voice-based digital assistant
US9507561B2 (en) * 2013-03-15 2016-11-29 Verizon Patent And Licensing Inc. Method and apparatus for facilitating use of touchscreen devices
WO2014197334A2 (en) 2013-06-07 2014-12-11 Apple Inc. System and method for user-specified pronunciation of words for speech synthesis and recognition
WO2014197336A1 (en) 2013-06-07 2014-12-11 Apple Inc. System and method for detecting errors in interactions with a voice-based digital assistant
US9582608B2 (en) 2013-06-07 2017-02-28 Apple Inc. Unified ranking with entropy-weighted information for phrase-based semantic auto-completion
WO2014197335A1 (en) 2013-06-08 2014-12-11 Apple Inc. Interpreting and acting upon commands that involve sharing information with remote devices
US10176167B2 (en) 2013-06-09 2019-01-08 Apple Inc. System and method for inferring user intent from speech inputs
WO2014200728A1 (en) 2013-06-09 2014-12-18 Apple Inc. Device, method, and graphical user interface for enabling conversation persistence across two or more instances of a digital assistant
US10430024B2 (en) * 2013-11-13 2019-10-01 Microsoft Technology Licensing, Llc Media item selection using user-specific grammar
US10296160B2 (en) 2013-12-06 2019-05-21 Apple Inc. Method for extracting salient dialog usage from live data
JP2017509969A (en) * 2014-02-21 2017-04-06 タレリス・グローバル・エルエルピーTaleris Global LLP Method for determining the performance of an aircraft air conditioning system
US9431002B2 (en) 2014-03-04 2016-08-30 Tribune Digital Ventures, Llc Real time popularity based audible content aquisition
US10170123B2 (en) 2014-05-30 2019-01-01 Apple Inc. Intelligent assistant for home automation
US9842101B2 (en) 2014-05-30 2017-12-12 Apple Inc. Predictive conversion of language input
US9633004B2 (en) 2014-05-30 2017-04-25 Apple Inc. Better resolution when referencing to concepts
US9966065B2 (en) 2014-05-30 2018-05-08 Apple Inc. Multi-command single utterance input method
US9715875B2 (en) 2014-05-30 2017-07-25 Apple Inc. Reducing the need for manual start/end-pointing and trigger phrases
US9430463B2 (en) 2014-05-30 2016-08-30 Apple Inc. Exemplar-based natural language processing
US9338493B2 (en) 2014-06-30 2016-05-10 Apple Inc. Intelligent automated assistant for TV user interactions
US9818400B2 (en) 2014-09-11 2017-11-14 Apple Inc. Method and apparatus for discovering trending terms in speech requests
US10789041B2 (en) 2014-09-12 2020-09-29 Apple Inc. Dynamic thresholds for always listening speech trigger
US9668121B2 (en) 2014-09-30 2017-05-30 Apple Inc. Social reminders
US10127911B2 (en) 2014-09-30 2018-11-13 Apple Inc. Speaker identification and unsupervised speaker adaptation techniques
US9886432B2 (en) 2014-09-30 2018-02-06 Apple Inc. Parsimonious handling of word inflection via categorical stem + suffix N-gram language models
US10074360B2 (en) 2014-09-30 2018-09-11 Apple Inc. Providing an indication of the suitability of speech recognition
US9646609B2 (en) 2014-09-30 2017-05-09 Apple Inc. Caching apparatus for serving phonetic pronunciations
US10152299B2 (en) 2015-03-06 2018-12-11 Apple Inc. Reducing response latency of intelligent automated assistants
US9865280B2 (en) 2015-03-06 2018-01-09 Apple Inc. Structured dictation using intelligent automated assistants
US9721566B2 (en) 2015-03-08 2017-08-01 Apple Inc. Competing devices responding to voice triggers
US10567477B2 (en) 2015-03-08 2020-02-18 Apple Inc. Virtual assistant continuity
US9886953B2 (en) 2015-03-08 2018-02-06 Apple Inc. Virtual assistant activation
US9899019B2 (en) 2015-03-18 2018-02-20 Apple Inc. Systems and methods for structured stem and suffix language models
US9904409B2 (en) * 2015-04-15 2018-02-27 Samsung Electronics Co., Ltd. Touch input processing method that adjusts touch sensitivity based on the state of a touch object and electronic device for supporting the same
US9842105B2 (en) 2015-04-16 2017-12-12 Apple Inc. Parsimonious continuous-space phrase representations for natural language processing
US10460227B2 (en) 2015-05-15 2019-10-29 Apple Inc. Virtual assistant in a communication session
US10083688B2 (en) 2015-05-27 2018-09-25 Apple Inc. Device voice control for selecting a displayed affordance
US10200824B2 (en) 2015-05-27 2019-02-05 Apple Inc. Systems and methods for proactively identifying and surfacing relevant content on a touch-sensitive device
US10127220B2 (en) 2015-06-04 2018-11-13 Apple Inc. Language identification from short strings
US10101822B2 (en) 2015-06-05 2018-10-16 Apple Inc. Language input correction
US9578173B2 (en) 2015-06-05 2017-02-21 Apple Inc. Virtual assistant aided communication with 3rd party service in a communication session
US10186254B2 (en) 2015-06-07 2019-01-22 Apple Inc. Context-based endpoint detection
US11025565B2 (en) 2015-06-07 2021-06-01 Apple Inc. Personalized prediction of responses for instant messaging
US10255907B2 (en) 2015-06-07 2019-04-09 Apple Inc. Automatic accent detection using acoustic models
US20160378747A1 (en) 2015-06-29 2016-12-29 Apple Inc. Virtual assistant for media playback
US10740384B2 (en) 2015-09-08 2020-08-11 Apple Inc. Intelligent automated assistant for media search and playback
US10331312B2 (en) 2015-09-08 2019-06-25 Apple Inc. Intelligent automated assistant in a media environment
US10671428B2 (en) 2015-09-08 2020-06-02 Apple Inc. Distributed personal assistant
US10747498B2 (en) 2015-09-08 2020-08-18 Apple Inc. Zero latency digital assistant
US9697820B2 (en) 2015-09-24 2017-07-04 Apple Inc. Unit-selection text-to-speech synthesis using concatenation-sensitive neural networks
US10366158B2 (en) 2015-09-29 2019-07-30 Apple Inc. Efficient word encoding for recurrent neural network language models
US11010550B2 (en) 2015-09-29 2021-05-18 Apple Inc. Unified language modeling framework for word prediction, auto-completion and auto-correction
US11587559B2 (en) 2015-09-30 2023-02-21 Apple Inc. Intelligent device identification
US10691473B2 (en) 2015-11-06 2020-06-23 Apple Inc. Intelligent automated assistant in a messaging environment
US10956666B2 (en) 2015-11-09 2021-03-23 Apple Inc. Unconventional virtual assistant interactions
US10049668B2 (en) 2015-12-02 2018-08-14 Apple Inc. Applying neural network language models to weighted finite state transducers for automatic speech recognition
US10223066B2 (en) 2015-12-23 2019-03-05 Apple Inc. Proactive assistance based on dialog communication between devices
US10261964B2 (en) 2016-01-04 2019-04-16 Gracenote, Inc. Generating and distributing playlists with music and stories having related moods
US10446143B2 (en) 2016-03-14 2019-10-15 Apple Inc. Identification of voice inputs providing credentials
US9934775B2 (en) 2016-05-26 2018-04-03 Apple Inc. Unit-selection text-to-speech synthesis based on predicted concatenation parameters
US9972304B2 (en) 2016-06-03 2018-05-15 Apple Inc. Privacy preserving distributed evaluation framework for embedded personalized systems
US10249300B2 (en) 2016-06-06 2019-04-02 Apple Inc. Intelligent list reading
US11227589B2 (en) 2016-06-06 2022-01-18 Apple Inc. Intelligent list reading
US10049663B2 (en) 2016-06-08 2018-08-14 Apple, Inc. Intelligent automated assistant for media exploration
DK179309B1 (en) 2016-06-09 2018-04-23 Apple Inc Intelligent automated assistant in a home environment
US10067938B2 (en) 2016-06-10 2018-09-04 Apple Inc. Multilingual word prediction
US10586535B2 (en) 2016-06-10 2020-03-10 Apple Inc. Intelligent digital assistant in a multi-tasking environment
US10192552B2 (en) 2016-06-10 2019-01-29 Apple Inc. Digital assistant providing whispered speech
US10490187B2 (en) 2016-06-10 2019-11-26 Apple Inc. Digital assistant providing automated status report
US10509862B2 (en) 2016-06-10 2019-12-17 Apple Inc. Dynamic phrase expansion of language input
DK179415B1 (en) 2016-06-11 2018-06-14 Apple Inc Intelligent device arbitration and control
DK201670540A1 (en) 2016-06-11 2018-01-08 Apple Inc Application integration with a digital assistant
DK179343B1 (en) 2016-06-11 2018-05-14 Apple Inc Intelligent task discovery
DK179049B1 (en) 2016-06-11 2017-09-18 Apple Inc Data driven natural language event detection and classification
US10474753B2 (en) 2016-09-07 2019-11-12 Apple Inc. Language identification using recurrent neural networks
US10043516B2 (en) 2016-09-23 2018-08-07 Apple Inc. Intelligent automated assistant
US11281993B2 (en) 2016-12-05 2022-03-22 Apple Inc. Model and ensemble compression for metric learning
US10419508B1 (en) 2016-12-21 2019-09-17 Gracenote Digital Ventures, Llc Saving media for in-automobile playout
US10019225B1 (en) 2016-12-21 2018-07-10 Gracenote Digital Ventures, Llc Audio streaming based on in-automobile detection
US10565980B1 (en) 2016-12-21 2020-02-18 Gracenote Digital Ventures, Llc Audio streaming of text-based articles from newsfeeds
US10593346B2 (en) 2016-12-22 2020-03-17 Apple Inc. Rank-reduced token representation for automatic speech recognition
US11204787B2 (en) 2017-01-09 2021-12-21 Apple Inc. Application integration with a digital assistant
US20180234261A1 (en) * 2017-02-14 2018-08-16 Samsung Electronics Co., Ltd. Personalized service method and device
DK201770383A1 (en) 2017-05-09 2018-12-14 Apple Inc. User interface for correcting recognition errors
US10417266B2 (en) 2017-05-09 2019-09-17 Apple Inc. Context-aware ranking of intelligent response suggestions
US10726832B2 (en) 2017-05-11 2020-07-28 Apple Inc. Maintaining privacy of personal information
DK180048B1 (en) 2017-05-11 2020-02-04 Apple Inc. MAINTAINING THE DATA PROTECTION OF PERSONAL INFORMATION
DK201770439A1 (en) 2017-05-11 2018-12-13 Apple Inc. Offline personal assistant
US10395654B2 (en) 2017-05-11 2019-08-27 Apple Inc. Text normalization based on a data-driven learning network
DK179496B1 (en) 2017-05-12 2019-01-15 Apple Inc. USER-SPECIFIC Acoustic Models
US11301477B2 (en) 2017-05-12 2022-04-12 Apple Inc. Feedback analysis of a digital assistant
DK179745B1 (en) 2017-05-12 2019-05-01 Apple Inc. SYNCHRONIZATION AND TASK DELEGATION OF A DIGITAL ASSISTANT
DK201770428A1 (en) 2017-05-12 2019-02-18 Apple Inc. Low-latency intelligent automated assistant
DK201770432A1 (en) 2017-05-15 2018-12-21 Apple Inc. Hierarchical belief states for digital assistants
DK201770431A1 (en) 2017-05-15 2018-12-20 Apple Inc. Optimizing dialogue policy decisions for digital assistants using implicit feedback
US10311144B2 (en) 2017-05-16 2019-06-04 Apple Inc. Emoji word sense disambiguation
US10303715B2 (en) 2017-05-16 2019-05-28 Apple Inc. Intelligent automated assistant for media exploration
US10403278B2 (en) 2017-05-16 2019-09-03 Apple Inc. Methods and systems for phonetic matching in digital assistant services
US20180336892A1 (en) 2017-05-16 2018-11-22 Apple Inc. Detecting a trigger of a digital assistant
DK179560B1 (en) 2017-05-16 2019-02-18 Apple Inc. Far-field extension for digital assistant services
US10657328B2 (en) 2017-06-02 2020-05-19 Apple Inc. Multi-task recurrent neural network architecture for efficient morphology handling in neural language modeling
US10445429B2 (en) 2017-09-21 2019-10-15 Apple Inc. Natural language understanding using vocabularies with compressed serialized tries
US10755051B2 (en) 2017-09-29 2020-08-25 Apple Inc. Rule-based natural language processing
US10636424B2 (en) 2017-11-30 2020-04-28 Apple Inc. Multi-turn canned dialog
TWI651714B (en) * 2017-12-22 2019-02-21 隆宸星股份有限公司 Voice option selection system and method and smart robot using the same
US10733982B2 (en) 2018-01-08 2020-08-04 Apple Inc. Multi-directional dialog
US10733375B2 (en) 2018-01-31 2020-08-04 Apple Inc. Knowledge-based framework for improving natural language understanding
US10789959B2 (en) 2018-03-02 2020-09-29 Apple Inc. Training speaker recognition models for digital assistants
US10592604B2 (en) 2018-03-12 2020-03-17 Apple Inc. Inverse text normalization for automatic speech recognition
US10818288B2 (en) 2018-03-26 2020-10-27 Apple Inc. Natural assistant interaction
US10909331B2 (en) 2018-03-30 2021-02-02 Apple Inc. Implicit identification of translation payload with neural machine translation
CN110312989A (en) * 2018-04-28 2019-10-08 深圳市大疆创新科技有限公司 Feedback method, capture apparatus and the portable electronic device of the state of capture apparatus
US11145294B2 (en) 2018-05-07 2021-10-12 Apple Inc. Intelligent automated assistant for delivering content from user experiences
US10928918B2 (en) 2018-05-07 2021-02-23 Apple Inc. Raise to speak
US10984780B2 (en) 2018-05-21 2021-04-20 Apple Inc. Global semantic word embeddings using bi-directional recurrent neural networks
US11386266B2 (en) 2018-06-01 2022-07-12 Apple Inc. Text correction
DK179822B1 (en) 2018-06-01 2019-07-12 Apple Inc. Voice interaction at a primary device to access call functionality of a companion device
US10892996B2 (en) 2018-06-01 2021-01-12 Apple Inc. Variable latency device coordination
DK180639B1 (en) 2018-06-01 2021-11-04 Apple Inc DISABILITY OF ATTENTION-ATTENTIVE VIRTUAL ASSISTANT
DK201870355A1 (en) 2018-06-01 2019-12-16 Apple Inc. Virtual assistant operation in multi-device environments
US10496705B1 (en) 2018-06-03 2019-12-03 Apple Inc. Accelerated task performance
US11010561B2 (en) 2018-09-27 2021-05-18 Apple Inc. Sentiment prediction from textual data
US10839159B2 (en) 2018-09-28 2020-11-17 Apple Inc. Named entity normalization in a spoken dialog system
US11462215B2 (en) 2018-09-28 2022-10-04 Apple Inc. Multi-modal inputs for voice commands
US11170166B2 (en) 2018-09-28 2021-11-09 Apple Inc. Neural typographical error modeling via generative adversarial networks
US11475898B2 (en) 2018-10-26 2022-10-18 Apple Inc. Low-latency multi-speaker speech recognition
CN113794800B (en) * 2018-11-23 2022-08-26 华为技术有限公司 Voice control method and electronic equipment
US11638059B2 (en) 2019-01-04 2023-04-25 Apple Inc. Content playback on multiple devices
US11348573B2 (en) 2019-03-18 2022-05-31 Apple Inc. Multimodality in digital assistant systems
DK201970509A1 (en) 2019-05-06 2021-01-15 Apple Inc Spoken notifications
US11307752B2 (en) 2019-05-06 2022-04-19 Apple Inc. User configurable task triggers
US11423908B2 (en) 2019-05-06 2022-08-23 Apple Inc. Interpreting spoken requests
US11475884B2 (en) 2019-05-06 2022-10-18 Apple Inc. Reducing digital assistant latency when a language is incorrectly determined
US11140099B2 (en) 2019-05-21 2021-10-05 Apple Inc. Providing message response suggestions
DK201970511A1 (en) 2019-05-31 2021-02-15 Apple Inc Voice identification in digital assistant systems
US11496600B2 (en) 2019-05-31 2022-11-08 Apple Inc. Remote execution of machine-learned models
DK180129B1 (en) 2019-05-31 2020-06-02 Apple Inc. User activity shortcut suggestions
US11289073B2 (en) 2019-05-31 2022-03-29 Apple Inc. Device text to speech
US11468890B2 (en) 2019-06-01 2022-10-11 Apple Inc. Methods and user interfaces for voice-based control of electronic devices
US11360641B2 (en) 2019-06-01 2022-06-14 Apple Inc. Increasing the relevance of new available information
CN110610720B (en) * 2019-09-19 2022-02-25 北京搜狗科技发展有限公司 Data processing method and device and data processing device
US11488406B2 (en) 2019-09-25 2022-11-01 Apple Inc. Text detection using global geometry estimators
US11061543B1 (en) 2020-05-11 2021-07-13 Apple Inc. Providing relevant data items based on context
US11043220B1 (en) 2020-05-11 2021-06-22 Apple Inc. Digital assistant hardware abstraction
US11755276B2 (en) 2020-05-12 2023-09-12 Apple Inc. Reducing description length based on confidence
US11490204B2 (en) 2020-07-20 2022-11-01 Apple Inc. Multi-device audio adjustment coordination
US11438683B2 (en) 2020-07-21 2022-09-06 Apple Inc. User identification using headphones

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040145607A1 (en) 2001-04-27 2004-07-29 Alderson Graham Richard Method and apparatus for interoperation between legacy software and screen reader programs
US20070211071A1 (en) 2005-12-20 2007-09-13 Benjamin Slotznick Method and apparatus for interacting with a visually displayed document on a screen reader
US20080129520A1 (en) 2006-12-01 2008-06-05 Apple Computer, Inc. Electronic device with enhanced audio feedback

Family Cites Families (613)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US2859005A (en) 1952-11-21 1958-11-04 Bendix Aviat Corp Monitoring system for aircraft auto pilots
US3828132A (en) 1970-10-30 1974-08-06 Bell Telephone Labor Inc Speech synthesis by concatenation of formant encoded words
US3704345A (en) 1971-03-19 1972-11-28 Bell Telephone Labor Inc Conversion of printed text into synthetic speech
US3979557A (en) 1974-07-03 1976-09-07 International Telephone And Telegraph Corporation Speech processor system for pitch period extraction using prediction filters
BG24190A1 (en) 1976-09-08 1978-01-10 Antonov Method of synthesis of speech and device for effecting same
JPS597120B2 (en) 1978-11-24 1984-02-16 日本電気株式会社 speech analysis device
US4310721A (en) * 1980-01-23 1982-01-12 The United States Of America As Represented By The Secretary Of The Army Half duplex integral vocoder modem system
US4348553A (en) 1980-07-02 1982-09-07 International Business Machines Corporation Parallel pattern verifier with dynamic time warping
DE3382796T2 (en) 1982-06-11 1996-03-28 Mitsubishi Electric Corp Intermediate image coding device.
US4688195A (en) 1983-01-28 1987-08-18 Texas Instruments Incorporated Natural-language interface generating system
JPS603056A (en) 1983-06-21 1985-01-09 Toshiba Corp Information rearranging device
DE3335358A1 (en) 1983-09-29 1985-04-11 Siemens AG, 1000 Berlin und 8000 München METHOD FOR DETERMINING LANGUAGE SPECTRES FOR AUTOMATIC VOICE RECOGNITION AND VOICE ENCODING
US5164900A (en) 1983-11-14 1992-11-17 Colman Bernath Method and device for phonetically encoding Chinese textual data for data processing entry
US4726065A (en) * 1984-01-26 1988-02-16 Horst Froessl Image manipulation by speech signals
US4955047A (en) 1984-03-26 1990-09-04 Dytel Corporation Automated attendant with direct inward system access
US4811243A (en) 1984-04-06 1989-03-07 Racine Marsh V Computer aided coordinate digitizing system
US4692941A (en) 1984-04-10 1987-09-08 First Byte Real-time text-to-speech conversion system
US4783807A (en) 1984-08-27 1988-11-08 John Marley System and method for sound recognition with feature selection synchronized to voice pitch
US4718094A (en) * 1984-11-19 1988-01-05 International Business Machines Corp. Speech recognition system
US5165007A (en) 1985-02-01 1992-11-17 International Business Machines Corporation Feneme-based Markov models for words
US4944013A (en) 1985-04-03 1990-07-24 British Telecommunications Public Limited Company Multi-pulse speech coder
US4833712A (en) 1985-05-29 1989-05-23 International Business Machines Corporation Automatic generation of simple Markov model stunted baseforms for words in a vocabulary
US4819271A (en) 1985-05-29 1989-04-04 International Business Machines Corporation Constructing Markov model word baseforms from multiple utterances by concatenating model sequences for word segments
EP0218859A3 (en) 1985-10-11 1989-09-06 International Business Machines Corporation Signal processor communication interface
US4776016A (en) 1985-11-21 1988-10-04 Position Orientation Systems, Inc. Voice control system
JPH0833744B2 (en) 1986-01-09 1996-03-29 株式会社東芝 Speech synthesizer
US4724542A (en) * 1986-01-22 1988-02-09 International Business Machines Corporation Automatic reference adaptation during dynamic signature verification
US5759101A (en) 1986-03-10 1998-06-02 Response Reward Systems L.C. Central and remote evaluation of responses of participatory broadcast audience with automatic crediting and couponing
US5128752A (en) 1986-03-10 1992-07-07 Kohorn H Von System and method for generating and redeeming tokens
US5032989A (en) 1986-03-19 1991-07-16 Realpro, Ltd. Real estate search and location system and method
EP0241170B1 (en) 1986-03-28 1992-05-27 AT&T Corp. Adaptive speech feature signal generation arrangement
US4903305A (en) * 1986-05-12 1990-02-20 Dragon Systems, Inc. Method for representing word models for use in speech recognition
WO1988002516A1 (en) 1986-10-03 1988-04-07 British Telecommunications Public Limited Company Language translation system
WO1988002975A1 (en) 1986-10-16 1988-04-21 Mitsubishi Denki Kabushiki Kaisha Amplitude-adapted vector quantizer
US4829576A (en) 1986-10-21 1989-05-09 Dragon Systems, Inc. Voice recognition system
US4852168A (en) 1986-11-18 1989-07-25 Sprague Richard P Compression of stored waveforms for artificial speech
US4727354A (en) * 1987-01-07 1988-02-23 Unisys Corporation System for selecting best fit vector code in vector quantization encoding
US4827520A (en) 1987-01-16 1989-05-02 Prince Corporation Voice actuated control system for use in a vehicle
US4965763A (en) 1987-03-03 1990-10-23 International Business Machines Corporation Computer method for automatic extraction of commonly specified information from business correspondence
US5644727A (en) * 1987-04-15 1997-07-01 Proprietary Financial Products, Inc. System for the operation and management of one or more financial accounts through the use of a digital communication and computation system for exchange, investment and borrowing
CA1295064C (en) 1987-05-29 1992-01-28 Kuniyoshi Marui Voice recognition system used in telephone apparatus
DE3723078A1 (en) 1987-07-11 1989-01-19 Philips Patentverwaltung METHOD FOR DETECTING CONTINUOUSLY SPOKEN WORDS
US4974191A (en) 1987-07-31 1990-11-27 Syntellect Software Inc. Adaptive natural language computer interface system
CA1288516C (en) 1987-07-31 1991-09-03 Leendert M. Bijnagte Apparatus and method for communicating textual and image information between a host computer and a remote display terminal
US5022081A (en) 1987-10-01 1991-06-04 Sharp Kabushiki Kaisha Information recognition system
US4852173A (en) 1987-10-29 1989-07-25 International Business Machines Corporation Design and construction of a binary-tree system for language modelling
US5072452A (en) 1987-10-30 1991-12-10 International Business Machines Corporation Automatic determination of labels and Markov word models in a speech recognition system
DE3876379T2 (en) 1987-10-30 1993-06-09 Ibm AUTOMATIC DETERMINATION OF LABELS AND MARKOV WORD MODELS IN A VOICE RECOGNITION SYSTEM.
US4914586A (en) 1987-11-06 1990-04-03 Xerox Corporation Garbage collector for hypermedia systems
US4992972A (en) * 1987-11-18 1991-02-12 International Business Machines Corporation Flexible context searchable on-line information system with help files and modules for on-line computer system documentation
US5220657A (en) 1987-12-02 1993-06-15 Xerox Corporation Updating local copy of shared data in a collaborative system
US4984177A (en) 1988-02-05 1991-01-08 Advanced Products And Technologies, Inc. Voice language translator
US5194950A (en) 1988-02-29 1993-03-16 Mitsubishi Denki Kabushiki Kaisha Vector quantizer
US4914590A (en) 1988-05-18 1990-04-03 Emhart Industries, Inc. Natural language understanding system
FR2636163B1 (en) 1988-09-02 1991-07-05 Hamon Christian METHOD AND DEVICE FOR SYNTHESIZING SPEECH BY ADDING-COVERING WAVEFORMS
US4839853A (en) 1988-09-15 1989-06-13 Bell Communications Research, Inc. Computer information retrieval using latent semantic structure
JPH0293597A (en) 1988-09-30 1990-04-04 Nippon I B M Kk Speech recognition device
US4905163A (en) * 1988-10-03 1990-02-27 Minnesota Mining & Manufacturing Company Intelligent optical navigator dynamic information presentation and navigation system
US5282265A (en) * 1988-10-04 1994-01-25 Canon Kabushiki Kaisha Knowledge information processing system
DE3837590A1 (en) 1988-11-05 1990-05-10 Ant Nachrichtentech PROCESS FOR REDUCING THE DATA RATE OF DIGITAL IMAGE DATA
DE68913669T2 (en) 1988-11-23 1994-07-21 Digital Equipment Corp Pronunciation of names by a synthesizer.
US5027406A (en) 1988-12-06 1991-06-25 Dragon Systems, Inc. Method for interactive speech recognition and training
US5127055A (en) 1988-12-30 1992-06-30 Kurzweil Applied Intelligence, Inc. Speech recognition apparatus & method having dynamic reference pattern adaptation
US5293448A (en) 1989-10-02 1994-03-08 Nippon Telegraph And Telephone Corporation Speech analysis-synthesis method and apparatus therefor
US5047614A (en) 1989-01-23 1991-09-10 Bianco James S Method and apparatus for computer-aided shopping
SE466029B (en) * 1989-03-06 1991-12-02 Ibm Svenska Ab DEVICE AND PROCEDURE FOR ANALYSIS OF NATURAL LANGUAGES IN A COMPUTER-BASED INFORMATION PROCESSING SYSTEM
JPH0782544B2 (en) 1989-03-24 1995-09-06 インターナショナル・ビジネス・マシーンズ・コーポレーション DP matching method and apparatus using multi-template
US4977598A (en) 1989-04-13 1990-12-11 Texas Instruments Incorporated Efficient pruning algorithm for hidden markov model speech recognition
US5197005A (en) 1989-05-01 1993-03-23 Intelligent Business Systems Database retrieval system having a natural language interface
US5010574A (en) 1989-06-13 1991-04-23 At&T Bell Laboratories Vector quantizer search arrangement
JP2940005B2 (en) 1989-07-20 1999-08-25 日本電気株式会社 Audio coding device
US5091945A (en) * 1989-09-28 1992-02-25 At&T Bell Laboratories Source dependent channel coding with error protection
CA2027705C (en) 1989-10-17 1994-02-15 Masami Akamine Speech coding system utilizing a recursive computation technique for improvement in processing speed
US5020112A (en) 1989-10-31 1991-05-28 At&T Bell Laboratories Image recognition method using two-dimensional stochastic grammars
US5220639A (en) 1989-12-01 1993-06-15 National Science Council Mandarin speech input method for Chinese computers and a mandarin speech recognition machine
US5021971A (en) 1989-12-07 1991-06-04 Unisys Corporation Reflective binary encoder for vector quantization
US5179652A (en) * 1989-12-13 1993-01-12 Anthony I. Rozmanith Method and apparatus for storing, transmitting and retrieving graphical and tabular data
CH681573A5 (en) 1990-02-13 1993-04-15 Astral Automatic teller arrangement involving bank computers - is operated by user data card carrying personal data, account information and transaction records
DE69133296T2 (en) 1990-02-22 2004-01-29 Nec Corp speech
US5301109A (en) 1990-06-11 1994-04-05 Bell Communications Research, Inc. Computerized cross-language document retrieval using latent semantic indexing
JP3266246B2 (en) 1990-06-15 2002-03-18 インターナシヨナル・ビジネス・マシーンズ・コーポレーシヨン Natural language analysis apparatus and method, and knowledge base construction method for natural language analysis
US5202952A (en) 1990-06-22 1993-04-13 Dragon Systems, Inc. Large-vocabulary continuous speech prefiltering and processing system
GB9017600D0 (en) 1990-08-10 1990-09-26 British Aerospace An assembly and method for binary tree-searched vector quanisation data compression processing
US5404295A (en) 1990-08-16 1995-04-04 Katz; Boris Method and apparatus for utilizing annotations to facilitate computer retrieval of database material
US5309359A (en) 1990-08-16 1994-05-03 Boris Katz Method and apparatus for generating and utlizing annotations to facilitate computer text retrieval
US5297170A (en) 1990-08-21 1994-03-22 Codex Corporation Lattice and trellis-coded quantization
US5400434A (en) 1990-09-04 1995-03-21 Matsushita Electric Industrial Co., Ltd. Voice source for synthetic speech system
US5216747A (en) 1990-09-20 1993-06-01 Digital Voice Systems, Inc. Voiced/unvoiced estimation of an acoustic signal
US5128672A (en) 1990-10-30 1992-07-07 Apple Computer, Inc. Dynamic predictive keyboard
US5325298A (en) 1990-11-07 1994-06-28 Hnc, Inc. Methods for generating or revising context vectors for a plurality of word stems
US5317507A (en) 1990-11-07 1994-05-31 Gallant Stephen I Method for document retrieval and for word sense disambiguation using neural networks
US5247579A (en) * 1990-12-05 1993-09-21 Digital Voice Systems, Inc. Methods for speech transmission
US5345536A (en) 1990-12-21 1994-09-06 Matsushita Electric Industrial Co., Ltd. Method of speech recognition
US5127053A (en) 1990-12-24 1992-06-30 General Electric Company Low-complexity method for improving the performance of autocorrelation-based pitch detectors
US5133011A (en) 1990-12-26 1992-07-21 International Business Machines Corporation Method and apparatus for linear vocal control of cursor position
US5268990A (en) 1991-01-31 1993-12-07 Sri International Method for recognizing speech using linguistically-motivated hidden Markov models
GB9105367D0 (en) 1991-03-13 1991-04-24 Univ Strathclyde Computerised information-retrieval database systems
US5303406A (en) 1991-04-29 1994-04-12 Motorola, Inc. Noise squelch circuit with adaptive noise shaping
US5475587A (en) 1991-06-28 1995-12-12 Digital Equipment Corporation Method and apparatus for efficient morphological text analysis using a high-level language for compact specification of inflectional paradigms
US5293452A (en) 1991-07-01 1994-03-08 Texas Instruments Incorporated Voice log-in using spoken name input
US5687077A (en) 1991-07-31 1997-11-11 Universal Dynamics Limited Method and apparatus for adaptive control
US5199077A (en) 1991-09-19 1993-03-30 Xerox Corporation Wordspotting for voice editing and indexing
JP2662120B2 (en) 1991-10-01 1997-10-08 インターナショナル・ビジネス・マシーンズ・コーポレイション Speech recognition device and processing unit for speech recognition
US5222146A (en) 1991-10-23 1993-06-22 International Business Machines Corporation Speech recognition apparatus having a speech coder outputting acoustic prototype ranks
KR940002854B1 (en) 1991-11-06 1994-04-04 한국전기통신공사 Sound synthesizing system
US5386494A (en) * 1991-12-06 1995-01-31 Apple Computer, Inc. Method and apparatus for controlling a speech recognition function using a cursor control device
US5903454A (en) 1991-12-23 1999-05-11 Hoffberg; Linda Irene Human-factored interface corporating adaptive pattern recognition based controller apparatus
US6081750A (en) 1991-12-23 2000-06-27 Hoffberg; Steven Mark Ergonomic man-machine interface incorporating adaptive pattern recognition based control system
US5502790A (en) 1991-12-24 1996-03-26 Oki Electric Industry Co., Ltd. Speech recognition method and system using triphones, diphones, and phonemes
US5349645A (en) 1991-12-31 1994-09-20 Matsushita Electric Industrial Co., Ltd. Word hypothesizer for continuous speech decoding using stressed-vowel centered bidirectional tree searches
US5267345A (en) 1992-02-10 1993-11-30 International Business Machines Corporation Speech recognition apparatus which predicts word classes from context and words from word classes
DE69322894T2 (en) 1992-03-02 1999-07-29 At & T Corp Learning method and device for speech recognition
US6055514A (en) 1992-03-20 2000-04-25 Wren; Stephen Corey System for marketing foods and services utilizing computerized centraland remote facilities
US5317647A (en) 1992-04-07 1994-05-31 Apple Computer, Inc. Constrained attribute grammars for syntactic pattern recognition
US5412804A (en) 1992-04-30 1995-05-02 Oracle Corporation Extending the semantics of the outer join operator for un-nesting queries to a data base
AU672972C (en) * 1992-05-20 2004-06-17 Industrial Research Limited Wideband assisted reverberation system
US5293584A (en) 1992-05-21 1994-03-08 International Business Machines Corporation Speech recognition system for natural language translation
US5390281A (en) 1992-05-27 1995-02-14 Apple Computer, Inc. Method and apparatus for deducing user intent and providing computer implemented services
US5434777A (en) 1992-05-27 1995-07-18 Apple Computer, Inc. Method and apparatus for processing natural language
US5734789A (en) * 1992-06-01 1998-03-31 Hughes Electronics Voiced, unvoiced or noise modes in a CELP vocoder
US5333275A (en) 1992-06-23 1994-07-26 Wheatley Barbara J System and method for time aligning speech
US5325297A (en) 1992-06-25 1994-06-28 System Of Multiple-Colored Images For Internationally Listed Estates, Inc. Computer implemented method and system for storing and retrieving textual data and compressed image data
JPH0619965A (en) 1992-07-01 1994-01-28 Canon Inc Natural language processor
US5999908A (en) 1992-08-06 1999-12-07 Abelow; Daniel H. Customer-based product design module
US5412806A (en) 1992-08-20 1995-05-02 Hewlett-Packard Company Calibration of logical cost formulae for queries in a heterogeneous DBMS using synthetic database
GB9220404D0 (en) 1992-08-20 1992-11-11 Nat Security Agency Method of identifying,retrieving and sorting documents
US5333236A (en) 1992-09-10 1994-07-26 International Business Machines Corporation Speech recognizer having a speech coder for an acoustic match based on context-dependent speech-transition acoustic models
US5384893A (en) * 1992-09-23 1995-01-24 Emerson & Stern Associates, Inc. Method and apparatus for speech synthesis based on prosodic analysis
FR2696036B1 (en) 1992-09-24 1994-10-14 France Telecom Method of measuring resemblance between sound samples and device for implementing this method.
JPH0772840B2 (en) 1992-09-29 1995-08-02 日本アイ・ビー・エム株式会社 Speech model configuration method, speech recognition method, speech recognition device, and speech model training method
US5758313A (en) * 1992-10-16 1998-05-26 Mobile Information Systems, Inc. Method and apparatus for tracking vehicle location
US5455888A (en) 1992-12-04 1995-10-03 Northern Telecom Limited Speech bandwidth extension method and apparatus
US5412756A (en) 1992-12-22 1995-05-02 Mitsubishi Denki Kabushiki Kaisha Artificial intelligence software shell for plant operation simulation
US5384892A (en) * 1992-12-31 1995-01-24 Apple Computer, Inc. Dynamic language model for speech recognition
US5390279A (en) * 1992-12-31 1995-02-14 Apple Computer, Inc. Partitioning speech rules by context for speech recognition
US5613036A (en) 1992-12-31 1997-03-18 Apple Computer, Inc. Dynamic categories for a speech recognition system
US5734791A (en) 1992-12-31 1998-03-31 Apple Computer, Inc. Rapid tree-based method for vector quantization
US6122616A (en) 1993-01-21 2000-09-19 Apple Computer, Inc. Method and apparatus for diphone aliasing
US5864844A (en) * 1993-02-18 1999-01-26 Apple Computer, Inc. System and method for enhancing a user interface with a computer based training tool
CA2091658A1 (en) 1993-03-15 1994-09-16 Matthew Lennig Method and apparatus for automation of directory assistance using speech recognition
US6055531A (en) 1993-03-24 2000-04-25 Engate Incorporated Down-line transcription system having context sensitive searching capability
US5536902A (en) 1993-04-14 1996-07-16 Yamaha Corporation Method of and apparatus for analyzing and synthesizing a sound by extracting and controlling a sound parameter
US5444823A (en) 1993-04-16 1995-08-22 Compaq Computer Corporation Intelligent search engine for associated on-line documentation having questionless case-based knowledge base
US5574823A (en) 1993-06-23 1996-11-12 Her Majesty The Queen In Right Of Canada As Represented By The Minister Of Communications Frequency selective harmonic coding
US5515475A (en) 1993-06-24 1996-05-07 Northern Telecom Limited Speech recognition method using a two-pass search
JPH0756933A (en) 1993-06-24 1995-03-03 Xerox Corp Method for retrieval of document
JP3685812B2 (en) 1993-06-29 2005-08-24 ソニー株式会社 Audio signal transmitter / receiver
US5794207A (en) 1996-09-04 1998-08-11 Walker Asset Management Limited Partnership Method and apparatus for a cryptographically assisted commercial network system designed to facilitate buyer-driven conditional purchase offers
WO1995002221A1 (en) 1993-07-07 1995-01-19 Inference Corporation Case-based organizing and querying of a database
US5495604A (en) * 1993-08-25 1996-02-27 Asymetrix Corporation Method and apparatus for the modeling and query of database structures using natural language-like constructs
US5619694A (en) 1993-08-26 1997-04-08 Nec Corporation Case database storage/retrieval system
US5940811A (en) 1993-08-27 1999-08-17 Affinity Technology Group, Inc. Closed loop financial transaction method and apparatus
US5377258A (en) * 1993-08-30 1994-12-27 National Medical Research Council Method and apparatus for an automated and interactive behavioral guidance system
US5873056A (en) * 1993-10-12 1999-02-16 The Syracuse University Natural language processing system for semantic vector representation which accounts for lexical ambiguity
US5578808A (en) 1993-12-22 1996-11-26 Datamark Services, Inc. Data card that can be used for transactions involving separate card issuers
CA2179523A1 (en) 1993-12-23 1995-06-29 David A. Boulton Method and apparatus for implementing user feedback
US5621859A (en) 1994-01-19 1997-04-15 Bbn Corporation Single tree method for grammar directed, very large vocabulary speech recognizer
US5584024A (en) 1994-03-24 1996-12-10 Software Ag Interactive database query system and method for prohibiting the selection of semantically incorrect query parameters
US5642519A (en) 1994-04-29 1997-06-24 Sun Microsystems, Inc. Speech interpreter with a unified grammer compiler
KR100250509B1 (en) 1994-05-25 2000-04-01 슈즈이 다께오 Variable transfer rate data reproduction apparatus
US5493677A (en) * 1994-06-08 1996-02-20 Systems Research & Applications Corporation Generation, archiving, and retrieval of digital images with evoked suggestion-set captions and natural language interface
US5675819A (en) 1994-06-16 1997-10-07 Xerox Corporation Document information retrieval using global word co-occurrence patterns
JPH0869470A (en) 1994-06-21 1996-03-12 Canon Inc Natural language processing device and method
US5948040A (en) 1994-06-24 1999-09-07 Delorme Publishing Co. Travel reservation information and planning system
US5682539A (en) 1994-09-29 1997-10-28 Conrad; Donovan Anticipated meaning natural language interface
US5715468A (en) * 1994-09-30 1998-02-03 Budzinski; Robert Lucius Memory system for storing and retrieving experience and knowledge with natural language
GB2293667B (en) 1994-09-30 1998-05-27 Intermation Limited Database management system
US5845255A (en) 1994-10-28 1998-12-01 Advanced Health Med-E-Systems Corporation Prescription management system
US5577241A (en) 1994-12-07 1996-11-19 Excite, Inc. Information retrieval system and method with implementation extensible query architecture
US5748974A (en) 1994-12-13 1998-05-05 International Business Machines Corporation Multimodal natural language interface for cross-application tasks
US5794050A (en) 1995-01-04 1998-08-11 Intelligent Text Processing, Inc. Natural language understanding system
CA2683230C (en) 1995-02-13 2013-08-27 Intertrust Technologies Corporation Systems and methods for secure transaction management and electronic rights protection
US5701400A (en) 1995-03-08 1997-12-23 Amado; Carlos Armando Method and apparatus for applying if-then-else rules to data sets in a relational data base and generating from the results of application of said rules a database of diagnostics linked to said data sets to aid executive analysis of financial data
US5749081A (en) 1995-04-06 1998-05-05 Firefly Network, Inc. System and method for recommending items to a user
US5642464A (en) 1995-05-03 1997-06-24 Northern Telecom Limited Methods and apparatus for noise conditioning in digital speech compression systems using linear predictive coding
US5664055A (en) 1995-06-07 1997-09-02 Lucent Technologies Inc. CS-ACELP speech compression system with adaptive pitch prediction filter gain based on a measure of periodicity
US6496182B1 (en) * 1995-06-07 2002-12-17 Microsoft Corporation Method and system for providing touch-sensitive screens for the visually impaired
US5710886A (en) * 1995-06-16 1998-01-20 Sellectsoft, L.C. Electric couponing method and apparatus
JP3284832B2 (en) 1995-06-22 2002-05-20 セイコーエプソン株式会社 Speech recognition dialogue processing method and speech recognition dialogue device
US6038533A (en) 1995-07-07 2000-03-14 Lucent Technologies Inc. System and method for selecting training text
US6026388A (en) * 1995-08-16 2000-02-15 Textwise, Llc User interface and other enhancements for natural language information retrieval system and method
JP3697748B2 (en) 1995-08-21 2005-09-21 セイコーエプソン株式会社 Terminal, voice recognition device
US5712957A (en) * 1995-09-08 1998-01-27 Carnegie Mellon University Locating and correcting erroneously recognized portions of utterances by rescoring based on two n-best lists
US6173261B1 (en) * 1998-09-30 2001-01-09 At&T Corp Grammar fragment acquisition using syntactic and semantic clustering
US5790978A (en) 1995-09-15 1998-08-04 Lucent Technologies, Inc. System and method for determining pitch contours
US5737734A (en) 1995-09-15 1998-04-07 Infonautics Corporation Query word relevance adjustment in a search of an information retrieval system
US5884323A (en) 1995-10-13 1999-03-16 3Com Corporation Extendible method and apparatus for synchronizing files on two different computer systems
US5799276A (en) 1995-11-07 1998-08-25 Accent Incorporated Knowledge-based speech recognition system and methods having frame length computed based upon estimated pitch period of vocalic intervals
US5794237A (en) 1995-11-13 1998-08-11 International Business Machines Corporation System and method for improving problem source identification in computer systems employing relevance feedback and statistical source ranking
US5706442A (en) * 1995-12-20 1998-01-06 Block Financial Corporation System for on-line financial services using distributed objects
AU1836297A (en) 1996-01-17 1997-08-11 Personal Agents, Inc. Intelligent agents for electronic commerce
US6119101A (en) 1996-01-17 2000-09-12 Personal Agents, Inc. Intelligent agents for electronic commerce
US6125356A (en) 1996-01-18 2000-09-26 Rosefaire Development, Ltd. Portable sales presentation system with selective scripted seller prompts
US5987404A (en) 1996-01-29 1999-11-16 International Business Machines Corporation Statistical natural language understanding using hidden clumpings
US5729694A (en) 1996-02-06 1998-03-17 The Regents Of The University Of California Speech coding, reconstruction and recognition using acoustics and electromagnetic waves
US6076088A (en) 1996-02-09 2000-06-13 Paik; Woojin Information extraction system and method using concept relation concept (CRC) triples
US5835893A (en) 1996-02-15 1998-11-10 Atr Interpreting Telecommunications Research Labs Class-based word clustering for speech recognition using a three-level balanced hierarchical similarity
US5901287A (en) 1996-04-01 1999-05-04 The Sabre Group Inc. Information aggregation and synthesization system
US5867799A (en) * 1996-04-04 1999-02-02 Lang; Andrew K. Information system and method for filtering a massive flow of information entities to meet user information classification needs
US5987140A (en) 1996-04-26 1999-11-16 Verifone, Inc. System, method and article of manufacture for secure network electronic payment and credit collection
US5963924A (en) 1996-04-26 1999-10-05 Verifone, Inc. System, method and article of manufacture for the use of payment instrument holders and payment instruments in network electronic commerce
US5913193A (en) 1996-04-30 1999-06-15 Microsoft Corporation Method and system of runtime acoustic unit selection for speech synthesis
US5857184A (en) * 1996-05-03 1999-01-05 Walden Media, Inc. Language and method for creating, organizing, and retrieving data from a database
US5828999A (en) 1996-05-06 1998-10-27 Apple Computer, Inc. Method and system for deriving a large-span semantic language model for large-vocabulary recognition systems
FR2748342B1 (en) * 1996-05-06 1998-07-17 France Telecom METHOD AND DEVICE FOR FILTERING A SPEECH SIGNAL BY EQUALIZATION, USING A STATISTICAL MODEL OF THIS SIGNAL
US5826261A (en) 1996-05-10 1998-10-20 Spencer; Graham System and method for querying multiple, distributed databases by selective sharing of local relative significance information for terms related to the query
US6366883B1 (en) 1996-05-15 2002-04-02 Atr Interpreting Telecommunications Concatenation of speech segments by use of a speech synthesizer
US5727950A (en) 1996-05-22 1998-03-17 Netsage Corporation Agent based instruction system and method
US5966533A (en) * 1996-06-11 1999-10-12 Excite, Inc. Method and system for dynamically synthesizing a computer program by differentially resolving atoms based on user context data
US5915249A (en) 1996-06-14 1999-06-22 Excite, Inc. System and method for accelerated query evaluation of very large full-text databases
US5987132A (en) 1996-06-17 1999-11-16 Verifone, Inc. System, method and article of manufacture for conditionally accepting a payment method utilizing an extensible, flexible architecture
US5825881A (en) 1996-06-28 1998-10-20 Allsoft Distributing Inc. Public network merchandising system
US6070147A (en) 1996-07-02 2000-05-30 Tecmark Services, Inc. Customer identification and marketing analysis systems
WO1998003927A2 (en) 1996-07-22 1998-01-29 Cyva Research Corp Personal information security and exchange tool
EP0829811A1 (en) 1996-09-11 1998-03-18 Nippon Telegraph And Telephone Corporation Method and system for information retrieval
US6181935B1 (en) 1996-09-27 2001-01-30 Software.Com, Inc. Mobility extended telephone application programming interface and method of use
US5794182A (en) 1996-09-30 1998-08-11 Apple Computer, Inc. Linear predictive speech encoding systems with efficient combination pitch coefficients computation
US5721827A (en) * 1996-10-02 1998-02-24 James Logan System for electrically distributing personalized information
US5913203A (en) 1996-10-03 1999-06-15 Jaesent Inc. System and method for pseudo cash transactions
US5930769A (en) 1996-10-07 1999-07-27 Rose; Andrea System and method for fashion shopping
US5873064A (en) * 1996-11-08 1999-02-16 International Business Machines Corporation Multi-action voice macro method
US5836771A (en) 1996-12-02 1998-11-17 Ho; Chi Fai Learning method and system based on questioning
US6665639B2 (en) * 1996-12-06 2003-12-16 Sensory, Inc. Speech recognition in consumer electronic products
US6078914A (en) 1996-12-09 2000-06-20 Open Text Corporation Natural language meta-search system and method
US5839106A (en) 1996-12-17 1998-11-17 Apple Computer, Inc. Large-vocabulary speech recognition using an integrated syntactic and semantic statistical language model
US5966126A (en) 1996-12-23 1999-10-12 Szabo; Andrew J. Graphic user interface for database system
US5932869A (en) * 1996-12-27 1999-08-03 Graphic Technology, Inc. Promotional system with magnetic stripe and visual thermo-reversible print surfaced medium
JP3579204B2 (en) 1997-01-17 2004-10-20 富士通株式会社 Document summarizing apparatus and method
US5941944A (en) 1997-03-03 1999-08-24 Microsoft Corporation Method for providing a substitute for a requested inaccessible object by identifying substantially similar objects using weights corresponding to object features
US6076051A (en) 1997-03-07 2000-06-13 Microsoft Corporation Information retrieval utilizing semantic representation of text
US5930801A (en) 1997-03-07 1999-07-27 Xerox Corporation Shared-data environment in which each file has independent security properties
WO1998041956A1 (en) 1997-03-20 1998-09-24 Schlumberger Technologies, Inc. System and method of transactional taxation using secure stored data devices
US5822743A (en) 1997-04-08 1998-10-13 1215627 Ontario Inc. Knowledge-based information retrieval system
US5970474A (en) 1997-04-24 1999-10-19 Sears, Roebuck And Co. Registry information system for shoppers
US5895464A (en) 1997-04-30 1999-04-20 Eastman Kodak Company Computer program product and a method for using natural language for the description, search and retrieval of multi-media objects
WO1999001834A1 (en) 1997-07-02 1999-01-14 Coueignoux, Philippe, J., M. System and method for the secure discovery, exploitation and publication of information
US5860063A (en) * 1997-07-11 1999-01-12 At&T Corp Automated meaningful phrase clustering
US5933822A (en) 1997-07-22 1999-08-03 Microsoft Corporation Apparatus and methods for an information retrieval system that employs natural language processing of search results to improve overall precision
US5974146A (en) 1997-07-30 1999-10-26 Huntington Bancshares Incorporated Real time bank-centric universal payment system
US6016476A (en) 1997-08-11 2000-01-18 International Business Machines Corporation Portable information and transaction processing system and method utilizing biometric authorization and digital certificate security
US5895466A (en) 1997-08-19 1999-04-20 At&T Corp Automated natural language understanding customer service system
US6081774A (en) 1997-08-22 2000-06-27 Novell, Inc. Natural language information retrieval system and method
US6404876B1 (en) 1997-09-25 2002-06-11 Gte Intelligent Network Services Incorporated System and method for voice activated dialing and routing under open access network control
US6023684A (en) * 1997-10-01 2000-02-08 Security First Technologies, Inc. Three tier financial transaction system with cache memory
DE69712485T2 (en) 1997-10-23 2002-12-12 Sony Int Europe Gmbh Voice interface for a home network
US6108627A (en) 1997-10-31 2000-08-22 Nortel Networks Corporation Automatic transcription tool
US5943670A (en) 1997-11-21 1999-08-24 International Business Machines Corporation System and method for categorizing objects in combined categories
US5960422A (en) 1997-11-26 1999-09-28 International Business Machines Corporation System and method for optimized source selection in an information retrieval system
US6026375A (en) * 1997-12-05 2000-02-15 Nortel Networks Corporation Method and apparatus for processing orders from customers in a mobile environment
US6064960A (en) 1997-12-18 2000-05-16 Apple Computer, Inc. Method and apparatus for improved duration modeling of phonemes
US6094649A (en) 1997-12-22 2000-07-25 Partnet, Inc. Keyword searches of structured databases
US6173287B1 (en) 1998-03-11 2001-01-09 Digital Equipment Corporation Technique for ranking multimedia annotations of interest
US6195641B1 (en) * 1998-03-27 2001-02-27 International Business Machines Corp. Network universal spoken language vocabulary
US6026393A (en) * 1998-03-31 2000-02-15 Casebank Technologies Inc. Configuration knowledge as an aid to case retrieval
US6233559B1 (en) 1998-04-01 2001-05-15 Motorola, Inc. Speech control of multiple applications using applets
US6173279B1 (en) * 1998-04-09 2001-01-09 At&T Corp. Method of using a natural language interface to retrieve information from one or more data resources
US6088731A (en) 1998-04-24 2000-07-11 Associative Computing, Inc. Intelligent assistant for use with a local computer and with the internet
WO1999056227A1 (en) 1998-04-27 1999-11-04 British Telecommunications Public Limited Company Database access tool
US6029132A (en) * 1998-04-30 2000-02-22 Matsushita Electric Industrial Co. Method for letter-to-sound in text-to-speech synthesis
US6016471A (en) * 1998-04-29 2000-01-18 Matsushita Electric Industrial Co., Ltd. Method and apparatus using decision trees to generate and score multiple pronunciations for a spelled word
US6285786B1 (en) 1998-04-30 2001-09-04 Motorola, Inc. Text recognizer and method using non-cumulative character scoring in a forward search
US6144938A (en) 1998-05-01 2000-11-07 Sun Microsystems, Inc. Voice user interface with personality
US6778970B2 (en) 1998-05-28 2004-08-17 Lawrence Au Topological methods to organize semantic network data flows for conversational applications
US20070094223A1 (en) 1998-05-28 2007-04-26 Lawrence Au Method and system for using contextual meaning in voice to text conversion
US7711672B2 (en) 1998-05-28 2010-05-04 Lawrence Au Semantic network methods to disambiguate natural language meaning
US6144958A (en) 1998-07-15 2000-11-07 Amazon.Com, Inc. System and method for correcting spelling errors in search queries
US6105865A (en) 1998-07-17 2000-08-22 Hardesty; Laurence Daniel Financial transaction system with retirement saving benefit
US6499013B1 (en) 1998-09-09 2002-12-24 One Voice Technologies, Inc. Interactive user interface using speech recognition and natural language processing
US6434524B1 (en) 1998-09-09 2002-08-13 One Voice Technologies, Inc. Object interactive user interface using speech recognition and natural language processing
US6792082B1 (en) 1998-09-11 2004-09-14 Comverse Ltd. Voice mail system with personal assistant provisioning
US6266637B1 (en) 1998-09-11 2001-07-24 International Business Machines Corporation Phrase splicing and variable substitution using a trainable speech synthesizer
DE29825146U1 (en) 1998-09-11 2005-08-18 Püllen, Rainer Audio on demand system
US6317831B1 (en) 1998-09-21 2001-11-13 Openwave Systems Inc. Method and apparatus for establishing a secure connection over a one-way data path
EP1133734A4 (en) 1998-10-02 2005-12-14 Ibm Conversational browser and conversational systems
US6275824B1 (en) 1998-10-02 2001-08-14 Ncr Corporation System and method for managing data privacy in a database management system
GB9821969D0 (en) 1998-10-08 1998-12-02 Canon Kk Apparatus and method for processing natural language
US6928614B1 (en) 1998-10-13 2005-08-09 Visteon Global Technologies, Inc. Mobile office with speech recognition
US6453292B2 (en) 1998-10-28 2002-09-17 International Business Machines Corporation Command boundary identifier for conversational natural language
US6208971B1 (en) 1998-10-30 2001-03-27 Apple Computer, Inc. Method and apparatus for command recognition using data-driven semantic inference
US6321092B1 (en) 1998-11-03 2001-11-20 Signal Soft Corporation Multiple input data management for wireless location-based applications
US6446076B1 (en) 1998-11-12 2002-09-03 Accenture Llp. Voice interactive web-based agent system responsive to a user location for prioritizing and formatting information
WO2000030069A2 (en) 1998-11-13 2000-05-25 Lernout & Hauspie Speech Products N.V. Speech synthesis using concatenation of speech waveforms
US6606599B2 (en) 1998-12-23 2003-08-12 Interactive Speech Technologies, Llc Method for integrating computing processes with an interface controlled by voice actuated grammars
US6246981B1 (en) 1998-11-25 2001-06-12 International Business Machines Corporation Natural language task-oriented dialog manager and method
US7082397B2 (en) 1998-12-01 2006-07-25 Nuance Communications, Inc. System for and method of creating and browsing a voice web
US6260024B1 (en) 1998-12-02 2001-07-10 Gary Shkedy Method and apparatus for facilitating buyer-driven purchase orders on a commercial network system
US7881936B2 (en) 1998-12-04 2011-02-01 Tegic Communications, Inc. Multimodal disambiguation of speech recognition
US7319957B2 (en) 2004-02-11 2008-01-15 Tegic Communications, Inc. Handwriting and voice input with automatic correction
US6317707B1 (en) 1998-12-07 2001-11-13 At&T Corp. Automatic clustering of tokens from a corpus for grammar acquisition
US6308149B1 (en) 1998-12-16 2001-10-23 Xerox Corporation Grouping words with equivalent substrings by automatic clustering based on suffix relationships
US6523172B1 (en) * 1998-12-17 2003-02-18 Evolutionary Technologies International, Inc. Parser translator system and method
US6460029B1 (en) 1998-12-23 2002-10-01 Microsoft Corporation System for improving search text
US6742021B1 (en) 1999-01-05 2004-05-25 Sri International, Inc. Navigating network-based electronic information using spoken input with multimodal error feedback
US7036128B1 (en) 1999-01-05 2006-04-25 Sri International Offices Using a community of distributed electronic agents to support a highly mobile, ambient computing environment
US6523061B1 (en) * 1999-01-05 2003-02-18 Sri International, Inc. System, method, and article of manufacture for agent-based navigation in a speech-based data navigation system
US6851115B1 (en) * 1999-01-05 2005-02-01 Sri International Software-based architecture for communication and cooperation among distributed electronic agents
US6757718B1 (en) 1999-01-05 2004-06-29 Sri International Mobile navigation of network-based electronic information using spoken input
US6513063B1 (en) * 1999-01-05 2003-01-28 Sri International Accessing network-based electronic information through scripted online interfaces using spoken input
US7152070B1 (en) 1999-01-08 2006-12-19 The Regents Of The University Of California System and method for integrating and accessing multiple data sources within a data warehouse architecture
US6505183B1 (en) * 1999-02-04 2003-01-07 Authoria, Inc. Human resource knowledge modeling and delivery system
US6317718B1 (en) 1999-02-26 2001-11-13 Accenture Properties (2) B.V. System, method and article of manufacture for location-based filtering for shopping agent in the physical world
GB9904662D0 (en) 1999-03-01 1999-04-21 Canon Kk Natural language search method and apparatus
US6356905B1 (en) 1999-03-05 2002-03-12 Accenture Llp System, method and article of manufacture for mobile communication utilizing an interface support framework
US6928404B1 (en) 1999-03-17 2005-08-09 International Business Machines Corporation System and methods for acoustic and language modeling for automatic speech recognition with large vocabularies
US6584464B1 (en) 1999-03-19 2003-06-24 Ask Jeeves, Inc. Grammar template query system
WO2000058942A2 (en) 1999-03-26 2000-10-05 Koninklijke Philips Electronics N.V. Client-server speech recognition
US6356854B1 (en) 1999-04-05 2002-03-12 Delphi Technologies, Inc. Holographic object position and type sensing system and method
US6631346B1 (en) 1999-04-07 2003-10-07 Matsushita Electric Industrial Co., Ltd. Method and apparatus for natural language parsing using multiple passes and tags
WO2000060435A2 (en) 1999-04-07 2000-10-12 Rensselaer Polytechnic Institute System and method for accessing personal information
US6647260B2 (en) 1999-04-09 2003-11-11 Openwave Systems Inc. Method and system facilitating web based provisioning of two-way mobile communications devices
US6924828B1 (en) 1999-04-27 2005-08-02 Surfnotes Method and apparatus for improved information representation
US6697780B1 (en) * 1999-04-30 2004-02-24 At&T Corp. Method and apparatus for rapid acoustic unit selection from a large speech corpus
WO2000073936A1 (en) 1999-05-28 2000-12-07 Sehda, Inc. Phrase-based dialogue modeling with particular application to creating recognition grammars for voice-controlled user interfaces
US20020032564A1 (en) 2000-04-19 2002-03-14 Farzad Ehsani Phrase-based dialogue modeling with particular application to creating a recognition grammar for a voice-controlled user interface
US6931384B1 (en) 1999-06-04 2005-08-16 Microsoft Corporation System and method providing utility-based decision making about clarification dialog given communicative uncertainty
US6598039B1 (en) 1999-06-08 2003-07-22 Albert-Inc. S.A. Natural language interface for searching database
US8065155B1 (en) 1999-06-10 2011-11-22 Gazdzinski Robert F Adaptive advertising apparatus and methods
US6615175B1 (en) 1999-06-10 2003-09-02 Robert F. Gazdzinski “Smart” elevator system and method
US7711565B1 (en) 1999-06-10 2010-05-04 Gazdzinski Robert F “Smart” elevator system and method
US7093693B1 (en) 1999-06-10 2006-08-22 Gazdzinski Robert F Elevator access control system and method
US6711585B1 (en) 1999-06-15 2004-03-23 Kanisa Inc. System and method for implementing a knowledge management system
US6401065B1 (en) 1999-06-17 2002-06-04 International Business Machines Corporation Intelligent keyboard interface with use of human language processing
JP3361291B2 (en) 1999-07-23 2003-01-07 コナミ株式会社 Speech synthesis method, speech synthesis device, and computer-readable medium recording speech synthesis program
US6421672B1 (en) 1999-07-27 2002-07-16 Verizon Services Corp. Apparatus for and method of disambiguation of directory listing searches utilizing multiple selectable secondary search keys
EP1079387A3 (en) 1999-08-26 2003-07-09 Matsushita Electric Industrial Co., Ltd. Mechanism for storing information about recorded television broadcasts
US6912499B1 (en) 1999-08-31 2005-06-28 Nortel Networks Limited Method and apparatus for training a multilingual speech model set
US6697824B1 (en) * 1999-08-31 2004-02-24 Accenture Llp Relationship management in an E-commerce application framework
US6601234B1 (en) 1999-08-31 2003-07-29 Accenture Llp Attribute dictionary in a business logic services environment
US7127403B1 (en) 1999-09-13 2006-10-24 Microstrategy, Inc. System and method for personalizing an interactive voice broadcast of a voice service based on particulars of a request
US6601026B2 (en) 1999-09-17 2003-07-29 Discern Communications, Inc. Information retrieval by natural language querying
US6625583B1 (en) 1999-10-06 2003-09-23 Goldman, Sachs & Co. Handheld trading system interface
US6505175B1 (en) * 1999-10-06 2003-01-07 Goldman, Sachs & Co. Order centric tracking system
US7020685B1 (en) 1999-10-08 2006-03-28 Openwave Systems Inc. Method and apparatus for providing internet content to SMS-based wireless devices
AU8030300A (en) 1999-10-19 2001-04-30 Sony Electronics Inc. Natural language interface control system
US6807574B1 (en) * 1999-10-22 2004-10-19 Tellme Networks, Inc. Method and apparatus for content personalization over a telephone interface
JP2001125896A (en) 1999-10-26 2001-05-11 Victor Co Of Japan Ltd Natural language interactive system
US7310600B1 (en) 1999-10-28 2007-12-18 Canon Kabushiki Kaisha Language recognition using a similarity measure
US7392185B2 (en) * 1999-11-12 2008-06-24 Phoenix Solutions, Inc. Speech based learning/training system using semantic decoding
US6633846B1 (en) 1999-11-12 2003-10-14 Phoenix Solutions, Inc. Distributed realtime speech recognition system
US7050977B1 (en) 1999-11-12 2006-05-23 Phoenix Solutions, Inc. Speech-enabled server for internet website and method
US6615172B1 (en) 1999-11-12 2003-09-02 Phoenix Solutions, Inc. Intelligent query engine for processing voice based queries
US9076448B2 (en) 1999-11-12 2015-07-07 Nuance Communications, Inc. Distributed real time speech recognition system
US7725307B2 (en) 1999-11-12 2010-05-25 Phoenix Solutions, Inc. Query engine for processing voice based queries including semantic decoding
US6665640B1 (en) 1999-11-12 2003-12-16 Phoenix Solutions, Inc. Interactive speech based learning/training system formulating search queries based on natural language parsing of recognized user queries
US6532446B1 (en) 1999-11-24 2003-03-11 Openwave Systems Inc. Server based speech recognition user interface for wireless devices
US6526382B1 (en) * 1999-12-07 2003-02-25 Comverse, Inc. Language-oriented user interfaces for voice activated services
US6526395B1 (en) * 1999-12-31 2003-02-25 Intel Corporation Application of personality models and interaction with synthetic characters in a computing system
US6556983B1 (en) 2000-01-12 2003-04-29 Microsoft Corporation Methods and apparatus for finding semantic information, such as usage logs, similar to a query using a pattern lattice data space
US6546388B1 (en) 2000-01-14 2003-04-08 International Business Machines Corporation Metadata search results ranking system
US6701294B1 (en) 2000-01-19 2004-03-02 Lucent Technologies, Inc. User interface for translating natural language inquiries into database queries and data presentations
US6829603B1 (en) 2000-02-02 2004-12-07 International Business Machines Corp. System, method and program product for interactive natural dialog
US6895558B1 (en) 2000-02-11 2005-05-17 Microsoft Corporation Multi-access mode electronic personal assistant
US6640098B1 (en) 2000-02-14 2003-10-28 Action Engine Corporation System for obtaining service-related information for local interactive wireless devices
AU2001243277A1 (en) * 2000-02-25 2001-09-03 Synquiry Technologies, Ltd. Conceptual factoring and unification of graphs representing semantic models
US6449620B1 (en) 2000-03-02 2002-09-10 Nimble Technology, Inc. Method and apparatus for generating information pages using semi-structured data stored in a structured manner
US6895380B2 (en) 2000-03-02 2005-05-17 Electro Standards Laboratories Voice actuation with contextual learning for intelligent machine control
US6757362B1 (en) 2000-03-06 2004-06-29 Avaya Technology Corp. Personal virtual assistant
US6466654B1 (en) 2000-03-06 2002-10-15 Avaya Technology Corp. Personal virtual assistant with semantic tagging
EP1275042A2 (en) 2000-03-06 2003-01-15 Kanisa Inc. A system and method for providing an intelligent multi-step dialog with a user
US6477488B1 (en) 2000-03-10 2002-11-05 Apple Computer, Inc. Method for dynamic context scope selection in hybrid n-gram+LSA language modeling
US6615220B1 (en) 2000-03-14 2003-09-02 Oracle International Corporation Method and mechanism for data consolidation
US6510417B1 (en) * 2000-03-21 2003-01-21 America Online, Inc. System and method for voice access to internet-based information
GB2366009B (en) 2000-03-22 2004-07-21 Canon Kk Natural language machine interface
JP3728172B2 (en) 2000-03-31 2005-12-21 キヤノン株式会社 Speech synthesis method and apparatus
US7177798B2 (en) 2000-04-07 2007-02-13 Rensselaer Polytechnic Institute Natural language interface using constrained intermediate dictionary of results
US6810379B1 (en) 2000-04-24 2004-10-26 Sensory, Inc. Client/server architecture for text-to-speech synthesis
US6691111B2 (en) * 2000-06-30 2004-02-10 Research In Motion Limited System and method for implementing a natural language user interface
US6684187B1 (en) * 2000-06-30 2004-01-27 At&T Corp. Method and system for preselection of suitable units for concatenative speech
US6505158B1 (en) * 2000-07-05 2003-01-07 At&T Corp. Synthesis-based pre-selection of suitable units for concatenative speech
JP3949356B2 (en) 2000-07-12 2007-07-25 三菱電機株式会社 Spoken dialogue system
US7139709B2 (en) 2000-07-20 2006-11-21 Microsoft Corporation Middleware layer between speech related applications and engines
JP2002041276A (en) 2000-07-24 2002-02-08 Sony Corp Interactive operation-supporting system, interactive operation-supporting method and recording medium
US20060143007A1 (en) 2000-07-24 2006-06-29 Koh V E User interaction with voice information services
US7092928B1 (en) 2000-07-31 2006-08-15 Quantum Leap Research, Inc. Intelligent portal engine
US6778951B1 (en) 2000-08-09 2004-08-17 Concerto Software, Inc. Information retrieval method with natural language interface
US6766320B1 (en) 2000-08-24 2004-07-20 Microsoft Corporation Search engine with natural language-based robust parsing for user query and relevance feedback learning
DE10042944C2 (en) 2000-08-31 2003-03-13 Siemens Ag Grapheme-phoneme conversion
DE60127274T2 (en) 2000-09-15 2007-12-20 Lernout & Hauspie Speech Products N.V. FAST WAVE FORMS SYNCHRONIZATION FOR CHAINING AND TIME CALENDAR MODIFICATION OF LANGUAGE SIGNALS
US7216080B2 (en) 2000-09-29 2007-05-08 Mindfabric Holdings Llc Natural-language voice-activated personal assistant
US6832194B1 (en) 2000-10-26 2004-12-14 Sensory, Incorporated Audio recognition peripheral system
US7027974B1 (en) 2000-10-27 2006-04-11 Science Applications International Corporation Ontology-based parser for natural language processing
US7006969B2 (en) 2000-11-02 2006-02-28 At&T Corp. System and method of pattern recognition in very high-dimensional space
US7139245B2 (en) * 2000-11-17 2006-11-21 Infineon Technologies North America Corp. Priority handling of voice over data in a voice-over-internet protocol processor
WO2002050816A1 (en) 2000-12-18 2002-06-27 Koninklijke Philips Electronics N.V. Store speech, select vocabulary to recognize word
US6937986B2 (en) 2000-12-28 2005-08-30 Comverse, Inc. Automatic dynamic speech recognition vocabulary based on external sources of information
WO2002054239A2 (en) * 2000-12-29 2002-07-11 General Electric Company Method and system for identifying repeatedly malfunctioning equipment
US7257537B2 (en) * 2001-01-12 2007-08-14 International Business Machines Corporation Method and apparatus for performing dialog management in a computer conversational interface
US6964023B2 (en) 2001-02-05 2005-11-08 International Business Machines Corporation System and method for multi-modal focus detection, referential ambiguity resolution and mood classification using multi-modal input
US7290039B1 (en) 2001-02-27 2007-10-30 Microsoft Corporation Intent based processing
US6721728B2 (en) 2001-03-02 2004-04-13 The United States Of America As Represented By The Administrator Of The National Aeronautics And Space Administration System, method and apparatus for discovering phrases in a database
WO2002073451A2 (en) 2001-03-13 2002-09-19 Intelligate Ltd. Dynamic natural language understanding
US6996531B2 (en) * 2001-03-30 2006-02-07 Comverse Ltd. Automated database assistance using a telephone for a speech based or text based multimedia communication mode
US6654740B2 (en) 2001-05-08 2003-11-25 Sunflare Co., Ltd. Probabilistic information retrieval based on differential latent semantic space
US7085722B2 (en) 2001-05-14 2006-08-01 Sony Computer Entertainment America Inc. System and method for menu-driven voice control of characters in a game environment
US6944594B2 (en) 2001-05-30 2005-09-13 Bellsouth Intellectual Property Corporation Multi-context conversational environment system and method
US20020194003A1 (en) 2001-06-05 2002-12-19 Mozer Todd F. Client-server security system and method
US20020198714A1 (en) 2001-06-26 2002-12-26 Guojun Zhou Statistical spoken dialog system
US7139722B2 (en) 2001-06-27 2006-11-21 Bellsouth Intellectual Property Corporation Location and time sensitive wireless calendaring
US6604059B2 (en) 2001-07-10 2003-08-05 Koninklijke Philips Electronics N.V. Predictive calendar
US7987151B2 (en) 2001-08-10 2011-07-26 General Dynamics Advanced Info Systems, Inc. Apparatus and method for problem solving using intelligent agents
US20030036909A1 (en) * 2001-08-17 2003-02-20 Yoshinaga Kato Methods and devices for operating the multi-function peripherals
US6813491B1 (en) 2001-08-31 2004-11-02 Openwave Systems Inc. Method and apparatus for adapting settings of wireless communication devices in accordance with user proximity
US7403938B2 (en) 2001-09-24 2008-07-22 Iac Search & Media, Inc. Natural language query processing
US6985865B1 (en) * 2001-09-26 2006-01-10 Sprint Spectrum L.P. Method and system for enhanced response to voice commands in a voice command platform
US20050196732A1 (en) 2001-09-26 2005-09-08 Scientific Learning Corporation Method and apparatus for automated training of language learning skills
US6650735B2 (en) 2001-09-27 2003-11-18 Microsoft Corporation Integrated voice access to a variety of personal information services
US7324947B2 (en) 2001-10-03 2008-01-29 Promptu Systems Corporation Global speech user interface
US7167832B2 (en) 2001-10-15 2007-01-23 At&T Corp. Method for dialog management
GB2381409B (en) 2001-10-27 2004-04-28 Hewlett Packard Ltd Asynchronous access to synchronous voice services
NO316480B1 (en) 2001-11-15 2004-01-26 Forinnova As Method and system for textual examination and discovery
US20030101054A1 (en) 2001-11-27 2003-05-29 Ncc, Llc Integrated system and method for electronic speech recognition and transcription
JP2003163745A (en) * 2001-11-28 2003-06-06 Matsushita Electric Ind Co Ltd Telephone set, interactive responder, interactive responding terminal, and interactive response system
TW541517B (en) 2001-12-25 2003-07-11 Univ Nat Cheng Kung Speech recognition system
US6895257B2 (en) 2002-02-18 2005-05-17 Matsushita Electric Industrial Co., Ltd. Personalized agent for portable devices and cellular phone
US7197460B1 (en) 2002-04-23 2007-03-27 At&T Corp. System for handling frequently asked questions in a natural language dialog service
US6847966B1 (en) * 2002-04-24 2005-01-25 Engenium Corporation Method and system for optimally searching a document database using a representative semantic space
US7546382B2 (en) 2002-05-28 2009-06-09 International Business Machines Corporation Methods and systems for authoring of mixed-initiative multi-modal interactions and related browsing mechanisms
US7398209B2 (en) 2002-06-03 2008-07-08 Voicebox Technologies, Inc. Systems and methods for responding to natural language speech utterance
US6999066B2 (en) * 2002-06-24 2006-02-14 Xerox Corporation System for audible feedback for touch screen displays
US7260529B1 (en) 2002-06-25 2007-08-21 Lengen Nicholas D Command insertion system and method for voice recognition applications
US7299033B2 (en) 2002-06-28 2007-11-20 Openwave Systems Inc. Domain-based management of distribution of digital content from multiple suppliers to multiple wireless services subscribers
US7233790B2 (en) 2002-06-28 2007-06-19 Openwave Systems, Inc. Device capability based discovery, packaging and provisioning of content for wireless mobile devices
US7693720B2 (en) 2002-07-15 2010-04-06 Voicebox Technologies, Inc. Mobile systems and methods for responding to natural language speech utterance
US7467087B1 (en) 2002-10-10 2008-12-16 Gillick Laurence S Training and using pronunciation guessers in speech recognition
WO2004049306A1 (en) 2002-11-22 2004-06-10 Roy Rosser Autonomous response engine
WO2004053836A1 (en) 2002-12-10 2004-06-24 Kirusa, Inc. Techniques for disambiguating speech input using multimodal interfaces
US7386449B2 (en) 2002-12-11 2008-06-10 Voice Enabling Systems Technology Inc. Knowledge-based flexible natural speech dialogue system
US8661112B2 (en) * 2002-12-20 2014-02-25 Nuance Communications, Inc. Customized interactive voice response menus
US7956766B2 (en) 2003-01-06 2011-06-07 Panasonic Corporation Apparatus operating system
US7529671B2 (en) 2003-03-04 2009-05-05 Microsoft Corporation Block synchronous decoding
US6980949B2 (en) 2003-03-14 2005-12-27 Sonum Technologies, Inc. Natural language processor
US7496498B2 (en) 2003-03-24 2009-02-24 Microsoft Corporation Front-end architecture for a multi-lingual text-to-speech system
US7421393B1 (en) 2004-03-01 2008-09-02 At&T Corp. System for developing a dialog manager using modular spoken-dialog components
US20050045373A1 (en) * 2003-05-27 2005-03-03 Joseph Born Portable media device with audio prompt menu
US7200559B2 (en) 2003-05-29 2007-04-03 Microsoft Corporation Semantic object synchronous understanding implemented with speech application language tags
US7720683B1 (en) 2003-06-13 2010-05-18 Sensory, Inc. Method and apparatus of specifying and performing speech recognition operations
US7757173B2 (en) * 2003-07-18 2010-07-13 Apple Inc. Voice menu system
JP4551635B2 (en) 2003-07-31 2010-09-29 ソニー株式会社 Pipeline processing system and information processing apparatus
US7475010B2 (en) * 2003-09-03 2009-01-06 Lingospot, Inc. Adaptive and scalable method for resolving natural language ambiguities
US7418392B1 (en) 2003-09-25 2008-08-26 Sensory, Inc. System and method for controlling the operation of a device by voice commands
US7155706B2 (en) 2003-10-24 2006-12-26 Microsoft Corporation Administrative tool environment
US7412385B2 (en) 2003-11-12 2008-08-12 Microsoft Corporation System for identifying paraphrases using machine translation
US7584092B2 (en) 2004-11-15 2009-09-01 Microsoft Corporation Unsupervised learning of paraphrase/translation alternations and selective application thereof
US7447630B2 (en) 2003-11-26 2008-11-04 Microsoft Corporation Method and apparatus for multi-sensory speech enhancement
CN1890708B (en) 2003-12-05 2011-12-07 株式会社建伍 Audio device control device,audio device control method, and program
ES2312851T3 (en) 2003-12-16 2009-03-01 Loquendo Spa VOICE TEXT PROCEDURE AND SYSTEM AND THE ASSOCIATED INFORMATIC PROGRAM.
US7427024B1 (en) 2003-12-17 2008-09-23 Gazdzinski Mark J Chattel management apparatus and methods
US7552055B2 (en) 2004-01-10 2009-06-23 Microsoft Corporation Dialog component re-use in recognition systems
EP1704558B8 (en) 2004-01-16 2011-09-21 Nuance Communications, Inc. Corpus-based speech synthesis based on segment recombination
US20050165607A1 (en) 2004-01-22 2005-07-28 At&T Corp. System and method to disambiguate and clarify user intention in a spoken dialog system
ATE415684T1 (en) 2004-01-29 2008-12-15 Harman Becker Automotive Sys METHOD AND SYSTEM FOR VOICE DIALOGUE INTERFACE
KR100462292B1 (en) 2004-02-26 2004-12-17 엔에이치엔(주) A method for providing search results list based on importance information and a system thereof
US7693715B2 (en) 2004-03-10 2010-04-06 Microsoft Corporation Generating large units of graphonemes with mutual information criterion for letter to sound conversion
US7409337B1 (en) 2004-03-30 2008-08-05 Microsoft Corporation Natural language processing interface
US7496512B2 (en) 2004-04-13 2009-02-24 Microsoft Corporation Refining of segmental boundaries in speech waveforms using contextual-dependent models
US8095364B2 (en) * 2004-06-02 2012-01-10 Tegic Communications, Inc. Multimodal disambiguation of speech recognition
US7720674B2 (en) 2004-06-29 2010-05-18 Sap Ag Systems and methods for processing natural language queries
TWI252049B (en) * 2004-07-23 2006-03-21 Inventec Corp Sound control system and method
US7936861B2 (en) * 2004-07-23 2011-05-03 At&T Intellectual Property I, L.P. Announcement system and method of use
US7725318B2 (en) 2004-07-30 2010-05-25 Nice Systems Inc. System and method for improving the accuracy of audio searching
US7853574B2 (en) 2004-08-26 2010-12-14 International Business Machines Corporation Method of generating a context-inferenced search query and of sorting a result of the query
KR20060022001A (en) 2004-09-06 2006-03-09 현대모비스 주식회사 Button mounting structure for a car audio
US7716056B2 (en) 2004-09-27 2010-05-11 Robert Bosch Corporation Method and system for interactive conversational dialogue for cognitively overloaded device users
US8107401B2 (en) * 2004-09-30 2012-01-31 Avaya Inc. Method and apparatus for providing a virtual assistant to a communication participant
US7735012B2 (en) * 2004-11-04 2010-06-08 Apple Inc. Audio user interface for computing devices
US7546235B2 (en) 2004-11-15 2009-06-09 Microsoft Corporation Unsupervised learning of paraphrase/translation alternations and selective application thereof
US7552046B2 (en) 2004-11-15 2009-06-23 Microsoft Corporation Unsupervised learning of paraphrase/translation alternations and selective application thereof
US7702500B2 (en) 2004-11-24 2010-04-20 Blaedow Karen R Method and apparatus for determining the meaning of natural language
CN1609859A (en) 2004-11-26 2005-04-27 孙斌 Search result clustering method
US7376645B2 (en) 2004-11-29 2008-05-20 The Intellection Group, Inc. Multimodal natural language query system and architecture for processing voice and proximity-based queries
US20060122834A1 (en) 2004-12-03 2006-06-08 Bennett Ian M Emotion detection device & method for use in distributed systems
US8214214B2 (en) 2004-12-03 2012-07-03 Phoenix Solutions, Inc. Emotion detection device and method for use in distributed systems
US7636657B2 (en) 2004-12-09 2009-12-22 Microsoft Corporation Method and apparatus for automatic grammar generation from data entries
US20060143576A1 (en) 2004-12-23 2006-06-29 Gupta Anurag K Method and system for resolving cross-modal references in user inputs
US7873654B2 (en) * 2005-01-24 2011-01-18 The Intellection Group, Inc. Multimodal natural language query system for processing and analyzing voice and proximity-based queries
US7508373B2 (en) 2005-01-28 2009-03-24 Microsoft Corporation Form factor and input method for language input
GB0502259D0 (en) 2005-02-03 2005-03-09 British Telecomm Document searching tool and method
US7676026B1 (en) 2005-03-08 2010-03-09 Baxtech Asia Pte Ltd Desktop telephony system
US7925525B2 (en) 2005-03-25 2011-04-12 Microsoft Corporation Smart reminders
WO2006129967A1 (en) 2005-05-30 2006-12-07 Daumsoft, Inc. Conversation system and method using conversational agent
US8041570B2 (en) 2005-05-31 2011-10-18 Robert Bosch Corporation Dialogue management using scripts
US8024195B2 (en) 2005-06-27 2011-09-20 Sensory, Inc. Systems and methods of performing speech recognition using historical information
US7826945B2 (en) 2005-07-01 2010-11-02 You Zhang Automobile speech-recognition interface
US7640160B2 (en) 2005-08-05 2009-12-29 Voicebox Technologies, Inc. Systems and methods for responding to natural language speech utterance
US20070067309A1 (en) 2005-08-05 2007-03-22 Realnetworks, Inc. System and method for updating profiles
US7620549B2 (en) * 2005-08-10 2009-11-17 Voicebox Technologies, Inc. System and method of supporting adaptive misrecognition in conversational speech
GB0517542D0 (en) * 2005-08-27 2005-10-05 Ibm Method and apparatus for a voice portal server
US7949529B2 (en) 2005-08-29 2011-05-24 Voicebox Technologies, Inc. Mobile systems and methods of supporting natural language human-machine interactions
WO2007027989A2 (en) 2005-08-31 2007-03-08 Voicebox Technologies, Inc. Dynamic speech sharpening
US8265939B2 (en) 2005-08-31 2012-09-11 Nuance Communications, Inc. Hierarchical methods and apparatus for extracting user intent from spoken utterances
US8677377B2 (en) 2005-09-08 2014-03-18 Apple Inc. Method and apparatus for building an intelligent automated assistant
JP4908094B2 (en) 2005-09-30 2012-04-04 株式会社リコー Information processing system, information processing method, and information processing program
US7930168B2 (en) 2005-10-04 2011-04-19 Robert Bosch Gmbh Natural language processing of disfluent sentences
US8620667B2 (en) 2005-10-17 2013-12-31 Microsoft Corporation Flexible speech-activated command and control
US7707032B2 (en) 2005-10-20 2010-04-27 National Cheng Kung University Method and system for matching speech data
US20070106674A1 (en) 2005-11-10 2007-05-10 Purusharth Agrawal Field sales process facilitation systems and methods
US20070112572A1 (en) * 2005-11-15 2007-05-17 Fail Keith W Method and apparatus for assisting vision impaired individuals with selecting items from a list
US7822749B2 (en) 2005-11-28 2010-10-26 Commvault Systems, Inc. Systems and methods for classifying and transferring information in a storage network
KR20070057496A (en) 2005-12-02 2007-06-07 삼성전자주식회사 Liquid crystal display
KR100810500B1 (en) 2005-12-08 2008-03-07 한국전자통신연구원 Method for enhancing usability in a spoken dialog system
DE102005061365A1 (en) 2005-12-21 2007-06-28 Siemens Ag Background applications e.g. home banking system, controlling method for use over e.g. user interface, involves associating transactions and transaction parameters over universal dialog specification, and universally operating applications
US7996228B2 (en) 2005-12-22 2011-08-09 Microsoft Corporation Voice initiated network operations
US7599918B2 (en) 2005-12-29 2009-10-06 Microsoft Corporation Dynamic search with implicit user intention mining
JP2007183864A (en) 2006-01-10 2007-07-19 Fujitsu Ltd File retrieval method and system therefor
US20070174188A1 (en) 2006-01-25 2007-07-26 Fish Robert D Electronic marketplace that facilitates transactions between consolidated buyers and/or sellers
IL174107A0 (en) * 2006-02-01 2006-08-01 Grois Dan Method and system for advertising by means of a search engine over a data network
US8209063B2 (en) * 2006-02-13 2012-06-26 Research In Motion Limited Navigation tool with audible feedback on a handheld communication device
KR100764174B1 (en) 2006-03-03 2007-10-08 삼성전자주식회사 Apparatus for providing voice dialogue service and method for operating the apparatus
US7752152B2 (en) 2006-03-17 2010-07-06 Microsoft Corporation Using predictive user models for language modeling on a personal device with user behavior models based on statistical modeling
JP4734155B2 (en) 2006-03-24 2011-07-27 株式会社東芝 Speech recognition apparatus, speech recognition method, and speech recognition program
US7707027B2 (en) 2006-04-13 2010-04-27 Nuance Communications, Inc. Identification and rejection of meaningless input during natural language classification
US8423347B2 (en) 2006-06-06 2013-04-16 Microsoft Corporation Natural language personal information management
US7483894B2 (en) * 2006-06-07 2009-01-27 Platformation Technologies, Inc Methods and apparatus for entity search
US20100257160A1 (en) 2006-06-07 2010-10-07 Yu Cao Methods & apparatus for searching with awareness of different types of information
US7523108B2 (en) 2006-06-07 2009-04-21 Platformation, Inc. Methods and apparatus for searching with awareness of geography and languages
KR100776800B1 (en) 2006-06-16 2007-11-19 한국전자통신연구원 Method and system (apparatus) for user specific service using intelligent gadget
KR20080001227A (en) 2006-06-29 2008-01-03 엘지.필립스 엘시디 주식회사 Apparatus for fixing a lamp of the back-light
US7548895B2 (en) 2006-06-30 2009-06-16 Microsoft Corporation Communication-prompted user assistance
TWI312103B (en) * 2006-07-17 2009-07-11 Asia Optical Co Inc Image pickup systems and methods
US9318108B2 (en) 2010-01-18 2016-04-19 Apple Inc. Intelligent automated assistant
US8073681B2 (en) * 2006-10-16 2011-12-06 Voicebox Technologies, Inc. System and method for a cooperative conversational voice user interface
US20080114604A1 (en) * 2006-11-15 2008-05-15 Motorola, Inc. Method and system for a user interface using higher order commands
EP2099652B1 (en) * 2007-01-05 2016-11-16 Visteon Global Technologies, Inc. System and method for customized audio prompting
WO2008085742A2 (en) 2007-01-07 2008-07-17 Apple Inc. Portable multifunction device, method and graphical user interface for interacting with user input elements in displayed content
KR100883657B1 (en) 2007-01-26 2009-02-18 삼성전자주식회사 Method and apparatus for searching a music using speech recognition
US7818176B2 (en) 2007-02-06 2010-10-19 Voicebox Technologies, Inc. System and method for selecting and presenting advertisements based on natural language processing of voice-based input
US7822608B2 (en) 2007-02-27 2010-10-26 Nuance Communications, Inc. Disambiguating a speech recognition grammar in a multimodal application
US20080221880A1 (en) 2007-03-07 2008-09-11 Cerra Joseph P Mobile music environment speech processing facility
US7801729B2 (en) 2007-03-13 2010-09-21 Sensory, Inc. Using multiple attributes to create a voice search playlist
US8219406B2 (en) 2007-03-15 2012-07-10 Microsoft Corporation Speech-centric multimodal user interface design in mobile technology
US7809610B2 (en) 2007-04-09 2010-10-05 Platformation, Inc. Methods and apparatus for freshness and completeness of information
US7983915B2 (en) 2007-04-30 2011-07-19 Sonic Foundry, Inc. Audio content search engine
US8055708B2 (en) 2007-06-01 2011-11-08 Microsoft Corporation Multimedia spaces
US8204238B2 (en) 2007-06-08 2012-06-19 Sensory, Inc Systems and methods of sonic communication
KR20080109322A (en) 2007-06-12 2008-12-17 엘지전자 주식회사 Method and apparatus for providing services by comprehended user's intuited intension
US8190627B2 (en) * 2007-06-28 2012-05-29 Microsoft Corporation Machine assisted query formulation
US8019606B2 (en) * 2007-06-29 2011-09-13 Microsoft Corporation Identification and selection of a software application via speech
JP2009036999A (en) 2007-08-01 2009-02-19 Infocom Corp Interactive method using computer, interactive system, computer program and computer-readable storage medium
KR101359715B1 (en) 2007-08-24 2014-02-10 삼성전자주식회사 Method and apparatus for providing mobile voice web
US8190359B2 (en) 2007-08-31 2012-05-29 Proxpro, Inc. Situation-aware personal information management for a mobile device
US20090058823A1 (en) 2007-09-04 2009-03-05 Apple Inc. Virtual Keyboards in Multi-Language Environment
US8838760B2 (en) 2007-09-14 2014-09-16 Ricoh Co., Ltd. Workflow-enabled provider
KR100920267B1 (en) 2007-09-17 2009-10-05 한국전자통신연구원 System for voice communication analysis and method thereof
US8706476B2 (en) 2007-09-18 2014-04-22 Ariadne Genomics, Inc. Natural language processing method by analyzing primitive sentences, logical clauses, clause types and verbal blocks
US8165886B1 (en) 2007-10-04 2012-04-24 Great Northern Research LLC Speech interface system and method for control and interaction with applications on a computing system
US8036901B2 (en) 2007-10-05 2011-10-11 Sensory, Incorporated Systems and methods of performing speech recognition using sensory inputs of human position
US20090112677A1 (en) 2007-10-24 2009-04-30 Rhett Randolph L Method for automatically developing suggested optimal work schedules from unsorted group and individual task lists
US7840447B2 (en) 2007-10-30 2010-11-23 Leonard Kleinrock Pricing and auctioning of bundled items among multiple sellers and buyers
US7983997B2 (en) 2007-11-02 2011-07-19 Florida Institute For Human And Machine Cognition, Inc. Interactive complex task teaching system that allows for natural language input, recognizes a user's intent, and automatically performs tasks in document object model (DOM) nodes
CN101179754A (en) * 2007-11-08 2008-05-14 深圳市戴文科技有限公司 Interactive service implementing method and mobile terminal
US8112280B2 (en) 2007-11-19 2012-02-07 Sensory, Inc. Systems and methods of performing speech recognition with barge-in for use in a bluetooth system
US8140335B2 (en) 2007-12-11 2012-03-20 Voicebox Technologies, Inc. System and method for providing a natural language voice user interface in an integrated voice navigation services environment
US8095680B2 (en) 2007-12-20 2012-01-10 Telefonaktiebolaget Lm Ericsson (Publ) Real-time network transport protocol interface method and apparatus
US10002189B2 (en) 2007-12-20 2018-06-19 Apple Inc. Method and apparatus for searching using an active ontology
CN101188644A (en) * 2007-12-26 2008-05-28 中国工商银行股份有限公司 Bank voice service method and system
US8219407B1 (en) 2007-12-27 2012-07-10 Great Northern Research, LLC Method for processing the output of a speech recognizer
US20090187950A1 (en) * 2008-01-18 2009-07-23 At&T Knowledge Ventures, L.P. Audible menu system
KR101334066B1 (en) 2008-02-11 2013-11-29 이점식 Self-evolving Artificial Intelligent cyber robot system and offer method
US8099289B2 (en) 2008-02-13 2012-01-17 Sensory, Inc. Voice interface and search for electronic devices including bluetooth headsets and remote systems
CN101246020B (en) * 2008-03-14 2011-05-25 深圳市凯立德科技股份有限公司 Voice broadcasting device and navigation system using the same and its method
US8958848B2 (en) 2008-04-08 2015-02-17 Lg Electronics Inc. Mobile terminal and menu control method thereof
US8666824B2 (en) 2008-04-23 2014-03-04 Dell Products L.P. Digital media content location and purchasing system
US8285344B2 (en) 2008-05-21 2012-10-09 DP Technlogies, Inc. Method and apparatus for adjusting audio for a user environment
US8589161B2 (en) 2008-05-27 2013-11-19 Voicebox Technologies, Inc. System and method for an integrated, multi-modal, multi-device natural language voice services environment
US8694355B2 (en) 2008-05-30 2014-04-08 Sri International Method and apparatus for automated assistance with task management
US8423288B2 (en) 2009-11-30 2013-04-16 Apple Inc. Dynamic alerts for calendar events
US8166019B1 (en) 2008-07-21 2012-04-24 Sprint Communications Company L.P. Providing suggested actions in response to textual communications
US8898568B2 (en) * 2008-09-09 2014-11-25 Apple Inc. Audio user interface
KR101005074B1 (en) 2008-09-18 2010-12-30 주식회사 수현테크 Plastic pipe connection fixing device
US9200913B2 (en) 2008-10-07 2015-12-01 Telecommunication Systems, Inc. User interface for predictive traffic
US8140328B2 (en) 2008-12-01 2012-03-20 At&T Intellectual Property I, L.P. User intention based on N-best list of recognition hypotheses for utterances in a dialog
US8326637B2 (en) 2009-02-20 2012-12-04 Voicebox Technologies, Inc. System and method for processing multi-modal device interactions in a natural language voice services environment
US8805823B2 (en) 2009-04-14 2014-08-12 Sri International Content processing systems and methods
US8606735B2 (en) 2009-04-30 2013-12-10 Samsung Electronics Co., Ltd. Apparatus and method for predicting user's intention based on multimodal information
KR101581883B1 (en) 2009-04-30 2016-01-11 삼성전자주식회사 Appratus for detecting voice using motion information and method thereof
US10540976B2 (en) 2009-06-05 2020-01-21 Apple Inc. Contextual voice commands
US10255566B2 (en) 2011-06-03 2019-04-09 Apple Inc. Generating and processing task items that represent tasks to perform
US9858925B2 (en) 2009-06-05 2018-01-02 Apple Inc. Using context information to facilitate processing of commands in a virtual assistant
KR101562792B1 (en) 2009-06-10 2015-10-23 삼성전자주식회사 Apparatus and method for providing goal predictive interface
US8527278B2 (en) 2009-06-29 2013-09-03 Abraham Ben David Intelligent home automation
US20110047072A1 (en) 2009-08-07 2011-02-24 Visa U.S.A. Inc. Systems and Methods for Propensity Analysis and Validation
US8768313B2 (en) 2009-08-17 2014-07-01 Digimarc Corporation Methods and systems for image or audio recognition processing
US9213558B2 (en) 2009-09-02 2015-12-15 Sri International Method and apparatus for tailoring the output of an intelligent automated assistant to a user
US8321527B2 (en) 2009-09-10 2012-11-27 Tribal Brands System and method for tracking user location and associated activity and responsively providing mobile device updates
KR20110036385A (en) 2009-10-01 2011-04-07 삼성전자주식회사 Apparatus for analyzing intention of user and method thereof
US20110099507A1 (en) * 2009-10-28 2011-04-28 Google Inc. Displaying a collection of interactive elements that trigger actions directed to an item
US9197736B2 (en) 2009-12-31 2015-11-24 Digimarc Corporation Intuitive computing methods and systems
US20120137367A1 (en) 2009-11-06 2012-05-31 Cataphora, Inc. Continuous anomaly detection based on behavior modeling and heterogeneous information analysis
US9171541B2 (en) 2009-11-10 2015-10-27 Voicebox Technologies Corporation System and method for hybrid processing in a natural language voice services environment
US9502025B2 (en) 2009-11-10 2016-11-22 Voicebox Technologies Corporation System and method for providing a natural language content dedication service
US8712759B2 (en) 2009-11-13 2014-04-29 Clausal Computing Oy Specializing disambiguation of a natural language expression
KR101960835B1 (en) 2009-11-24 2019-03-21 삼성전자주식회사 Schedule Management System Using Interactive Robot and Method Thereof
US8396888B2 (en) * 2009-12-04 2013-03-12 Google Inc. Location-based searching using a search area that corresponds to a geographical location of a computing device
KR101622111B1 (en) 2009-12-11 2016-05-18 삼성전자 주식회사 Dialog system and conversational method thereof
US20110161309A1 (en) 2009-12-29 2011-06-30 Lx1 Technology Limited Method Of Sorting The Result Set Of A Search Engine
US8494852B2 (en) * 2010-01-05 2013-07-23 Google Inc. Word-level correction of speech input
US8381107B2 (en) * 2010-01-13 2013-02-19 Apple Inc. Adaptive audio feedback system and method
US8334842B2 (en) 2010-01-15 2012-12-18 Microsoft Corporation Recognizing user intent in motion capture system
US8626511B2 (en) 2010-01-22 2014-01-07 Google Inc. Multi-dimensional disambiguation of voice commands
US20110218855A1 (en) 2010-03-03 2011-09-08 Platformation, Inc. Offering Promotions Based on Query Analysis
KR101369810B1 (en) 2010-04-09 2014-03-05 이초강 Empirical Context Aware Computing Method For Robot
US8265928B2 (en) * 2010-04-14 2012-09-11 Google Inc. Geotagged environmental audio for enhanced speech recognition accuracy
US20110279368A1 (en) 2010-05-12 2011-11-17 Microsoft Corporation Inferring user intent to engage a motion capture system
US8694313B2 (en) * 2010-05-19 2014-04-08 Google Inc. Disambiguation of contact information using historical data
US8522283B2 (en) 2010-05-20 2013-08-27 Google Inc. Television remote control data transfer
US8468012B2 (en) 2010-05-26 2013-06-18 Google Inc. Acoustic model adaptation using geographic information
US20110306426A1 (en) 2010-06-10 2011-12-15 Microsoft Corporation Activity Participation Based On User Intent
US8234111B2 (en) * 2010-06-14 2012-07-31 Google Inc. Speech and noise models for speech recognition
US8411874B2 (en) * 2010-06-30 2013-04-02 Google Inc. Removing noise from audio
US8775156B2 (en) 2010-08-05 2014-07-08 Google Inc. Translating languages in response to device motion
US8359020B2 (en) 2010-08-06 2013-01-22 Google Inc. Automatically monitoring for voice input based on context
US8473289B2 (en) 2010-08-06 2013-06-25 Google Inc. Disambiguating input based on context
JP2014520297A (en) 2011-04-25 2014-08-21 ベベオ,インク. System and method for advanced personal timetable assistant

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040145607A1 (en) 2001-04-27 2004-07-29 Alderson Graham Richard Method and apparatus for interoperation between legacy software and screen reader programs
US20070211071A1 (en) 2005-12-20 2007-09-13 Benjamin Slotznick Method and apparatus for interacting with a visually displayed document on a screen reader
US20080129520A1 (en) 2006-12-01 2008-06-05 Apple Computer, Inc. Electronic device with enhanced audio feedback

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US20100063818A1 (en) 2010-03-11
US8768702B2 (en) 2014-07-01
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US9691383B2 (en) 2017-06-27
CN102144209A (en) 2011-08-03
CN103558964B (en) 2018-03-23
CN103558964A (en) 2014-02-05
EP2329348B1 (en) 2016-01-06
US20140108017A1 (en) 2014-04-17
EP3026541A1 (en) 2016-06-01
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