WO2011150730A1 - 一种用于英文与另一种文字混合输入的方法和设备 - Google Patents

一种用于英文与另一种文字混合输入的方法和设备 Download PDF

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Publication number
WO2011150730A1
WO2011150730A1 PCT/CN2011/073551 CN2011073551W WO2011150730A1 WO 2011150730 A1 WO2011150730 A1 WO 2011150730A1 CN 2011073551 W CN2011073551 W CN 2011073551W WO 2011150730 A1 WO2011150730 A1 WO 2011150730A1
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WO
WIPO (PCT)
Prior art keywords
user
input
matching
english
sequence
Prior art date
Legal status (The legal status 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 status listed.)
Ceased
Application number
PCT/CN2011/073551
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English (en)
French (fr)
Chinese (zh)
Inventor
戴帅湘
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Baidu Online Network Technology Beijing Co Ltd
Original Assignee
Baidu Online Network Technology Beijing Co Ltd
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
Priority claimed from CN 201010187267 external-priority patent/CN102063195B/zh
Application filed by Baidu Online Network Technology Beijing Co Ltd filed Critical Baidu Online Network Technology Beijing Co Ltd
Priority to JP2013512737A priority Critical patent/JP2013533996A/ja
Publication of WO2011150730A1 publication Critical patent/WO2011150730A1/zh
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input 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
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/018—Input/output arrangements for oriental characters
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input 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
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/02—Input arrangements using manually operated switches, e.g. using keyboards or dials
    • G06F3/023—Arrangements for converting discrete items of information into a coded form, e.g. arrangements for interpreting keyboard generated codes as alphanumeric codes, operand codes or instruction codes
    • G06F3/0233—Character input methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/10—Text processing
    • G06F40/12—Use of codes for handling textual entities
    • G06F40/126—Character encoding
    • G06F40/129—Handling non-Latin characters, e.g. kana-to-kanji conversion
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/274—Converting codes to words; Guess-ahead of partial word inputs

Definitions

  • the present invention relates to the field of computers, and more particularly to techniques for text input by a computer. Background technique
  • the existing computer Chinese input method can provide users with Chinese input in full spelling, double spelling, and five-stroke type.
  • the user needs to switch the input mode, for example, by pressing on the keyboard of the computer.
  • the "caps lock” key or other shortcut key combination is used to switch, making mixed input in both Chinese and English inconvenient and time consuming. Summary of the invention
  • a method for allowing a user to perform mixed input in English and another language on a user equipment side comprising the steps of:
  • the at least one input term option includes the English word or a translation in the other language
  • a method for allowing a user to perform mixed input in English and another language in a network device comprising the steps of: A receiving a user equipment from the user operation The input sequence of the user sent; B matching the input sequence with the network vocabulary in the network device to obtain one or more matching input term options, wherein when the input sequence contains a sequence of English words At least one input term option including the English word or its other language Translation
  • a user equipment for allowing a user to perform mixed input in English and another language comprising:
  • a first obtaining device configured to acquire a user input sequence
  • Querying means configured to perform matching query with the vocabulary to obtain one or more matching input term options, wherein when the input sequence includes a sequence of English words, at least one input term option includes the English words or their translations in the other language;
  • a network device for assisting a user to perform mixed input in a user device in English and another language including:
  • a second receiving device configured to receive an input sequence of the user sent by the user equipment operated by the user
  • Querying means configured to perform matching query with the network vocabulary in the network device to obtain one or more matching input term options, wherein when the input sequence includes a sequence of English words, at least one input
  • the term option includes the English word or its translation in the other language
  • a second sending device configured to send the one or more matching input term options back to the user equipment.
  • a system for allowing a user to perform mixed input in English and another language comprising a user device according to an aspect of the present invention as described above and according to another aspect of the present invention Internet equipment.
  • the invention allows the user to input the Chinese input method such as double spell, full spell, and five strokes at random when inputting text, and input directly in English words during the text input, and can obtain all Chinese or Chinese and
  • the input option of the English word combination eliminates the need to switch between the Chinese and English input modes, thereby greatly improving the input efficiency.
  • FIG. 1 is a schematic diagram of a user equipment that allows a user to perform mixed input in English and another language in accordance with an aspect of the present invention
  • FIG. 2 is a schematic diagram showing a user equipment that allows a user to perform mixed input in English and another language in accordance with a preferred embodiment of the present invention
  • FIG. 3 is a diagram showing a user equipment and a network device that allow a user to perform mixed input in Chinese and English according to another aspect of the present invention
  • FIG. 4 shows a schematic diagram of user equipment and network equipment that allows a user to perform mixed input in both Chinese and English, in accordance with a preferred embodiment of the present invention.
  • FIG. 5 is a diagram showing a user equipment and a network device that allow a user to perform mixed input in Chinese and English according to another preferred embodiment of the present invention.
  • FIG. 6 shows a flow diagram of allowing a user to perform mixed input in English and another language in a user device in accordance with an aspect of the present invention
  • Figure 7 is a flow chart showing a user device and a network device cooperated to allow a user to perform mixed input in English and another language in accordance with another aspect of the present invention
  • FIG. 8 illustrates a flow diagram of a user device and a network device cooperating to allow a user to perform mixed input in English and another language in accordance with a preferred embodiment of the present invention
  • the user equipment 1 shows a user device 1 for allowing a user to make mixed input in English and another language in accordance with an aspect of the present invention.
  • the user equipment 1 can be any electronic product that can interact with the user through a keyboard, a remote controller, a touch panel, or a voice control device, such as a computer, a smart phone, a PDA, a game machine, or an IPTV.
  • the user equipment 1 includes a first obtaining means 11, a querying means 12, a providing means 13, and a storage means 14 for storing a local thesaurus (hereinafter referred to as the thesaurus 14 for the sake of brevity).
  • the first obtaining device 11 acquires an input sequence that the user is input in real time through any interactive device that can perform human-computer interaction with the user.
  • the interactive device can be a keyboard, a remote control, a touch pad or a voice control device, and the like. Taking the keyboard as an example, when the user taps a key in the keyboard to input, the first acquiring device 11 acquires the key sequence of the user tapping in real time.
  • the querying device 12 performs a matching query on the user input sequence provided by the first obtaining device 11 with the thesaurus 14 to obtain one or more matching input term options, wherein when the input sequence contains a sequence of English words, at least one input word
  • the bar option includes the English word or its translation in the other language. That is, the present invention allows the user to input Chinese characters in full spells, double spells, five strokes, etc., and can also directly input English words.
  • the querying device 12 can also assist the user in automatically completing the automatic segmentation of the English words without the user having to switch to the English input state or close the input method. For example, when the user taps the button to input "windowsgame”, the query device 12 recognizes that "windows” and “game” are English words and are adjacent, and the query device 12 inserts a space character "" between “windows” and “game”. , thereby getting “windows game”, and performing the matching query described above to get a combination of terms such as “windows game”, “windows game”, “window game”, “window software game”.
  • the query device 12 can perform automatic segmentation of multiple adjacent English words in the user input sequence by a similar mechanism, such as the user input sequence "ilovethisgame", which will provide the user with "i” Love this game” is a combination of multiple terms.
  • the query device 12 also supports automatic segmentation of English words in the Chinese-English mixed input process. For example, when the user taps the button to input "woxihuan windowsgame", the query device 12 only outputs “windows” and "game” as adjacent English words, and the query device 12 inserts a space between "windows" and "game”.
  • the providing means 13 then provides the user with one or more matching input term options obtained in the order in which they are selected for specific input. For example, by displaying to the user in an input window column of the display, multiple entry options can be displayed in the input sequence column, and multiple entry options can be included in the next column for the user to select. Preferably, only one line item option may be displayed in the term column, and the number of the line item option may be default or user-settable, and the previous line or the next line item option is displayed by the user pressing a specific function key.
  • the specific function keys can be, for example, "+" and "-".
  • the first obtaining means 11 and the inquiring means 12 and the providing means 13 are continuously operated. Specifically, the first obtaining means 11 acquires the input sequence of the user in real time and continuously supplies it to the querying device 12, for example "w”, “wo” ... “wosh” ... “woshiyong” ... "woshiyongwin” ...
  • the query device 12 also performs a matching query on the user input sequence continuously provided by the first obtaining device 11 in real time to continuously acquire the term options corresponding to the above input sequences, such as "w” Corresponding to “1 me, 2 ⁇ , 3 grips, 4 nests”; “wosh” corresponds to “1 my institute, 2 my province, 3 my life, 4 I said, 5 handshake”; “woshiyongwindows” corresponds to "1 I use Windows software 2 I use windows, 3 I use windows, 4 I use windows”.
  • continuous refers to the action that is performed until the user finally selects an entry option. For example, the user may pause for a while after tapping the key sequence "woai", such as 0.5 second. Continue to tap the subsequent buttons.
  • the query device 12 When the query device 12 performs the matching query according to the user input sequence, when the English input word is included in the recognition input sequence, after the query obtains the rest of the input sequence corresponding to the Chinese language, the association between the Chinese word and the English word is also Get the most appropriate combination of terms, the association can Combination. For example, in the input sequence "woshiyongwindows", the query device 12 obtains various Chinese translations of "wiondows""window”,”window”,”windowsoftware", and obtains “woshiyong” corresponding Chinese “I use””I am Use ", the meaning of the Chinese and English words and their translations to determine the following options to choose the most preferred options: "1 I use Windows software, 2 I use windows, 3 I use windows, 4 I use windows ".
  • the querying device 12 also prioritizes each of the input term options when a matching query is made in the lexicon according to the user input sequence to obtain a plurality of input term options.
  • the providing means 13 displays the plurality of matched input term options provided by the query means 12 in the order of the priority to the user, wherein the higher the priority, the higher the input term option is displayed.
  • the querying device 12 can determine the priority level according to the frequency of selection of each term option in the user input history and the semantic relevance of each word in each term option.
  • the query device 12 can also determine the priority according to the input preference set by the user.
  • the querying device 12 can also determine the region in which the user is located according to the IP address of the current user equipment, so that the priority of the vocabulary related to the region in the input sequence can be determined, for example, when the user input sequence is "woxihuanbund", where The translation of "bund” has "1 Embankment 2 Terminal 3 Alliance 4 (Shanghai) Bund".
  • the user equipment 1 can store the above-mentioned user input history, user setting input preferences, and various associations between vocabularies in the local storage. Preferably, the user equipment 1 may also update information such as saved user input history, input preferences, and inter-vocabulary relevance. As shown in FIG. 2, the user equipment 1 further includes a second acquisition device. Set 15, update device 16. The second obtaining means 15 acquires the selection of the plurality of input term options provided by the providing device 13 by the user through further interaction with the user.
  • the updating device 16 updates the thesaurus and the user input history, the association between the vocabularies, and the like according to the user selection provided by the second obtaining device 15, for example, the new term option and the existing term option may be added to the thesaurus 14. Level, user characteristics. More preferably, if the user equipment can access the Internet, the second obtaining device 15 can also search for a new combination of terms on the Internet and update the thesaurus 14 and the like.
  • Fig. 2 shows a preferred embodiment of a user equipment according to the invention, wherein the inquiry means 12 further comprises a judging means 121 and a matching inquiry means 122.
  • the judging means 121 performs a query in the vocabulary containing the English words according to the input sequence to judge whether or not the English words are included in the input sequence.
  • the matching query means 122 is informed by the determining means that the English word is included in the input sequence, the Chinese input corresponding to the rest of the sequence is queried, and then various combinations of the Chinese and English words or various Chinese translations thereof are provided as the entry options.
  • the matching query device also obtains the most suitable combination of terms according to the association between the Chinese and the English words, and the association may be a normal semantic association, or may be preset in the thesaurus 14 or the user. Enter a selection combination in the history.
  • the matching query means 122 obtains various Chinese translations “windows”, “windows”, “window software” of “windows”, and obtains the Chinese “I use” “I” corresponding to "woshiyong” Is to use ", the Chinese and English words and their translations to determine the following terms to determine the most preferred options: "1 I use Windows software; 2 I use windows; 3 I use Windows; 4 I use window".
  • the matching query means 122 obtains the priority of each input term option when the matching query is performed in the thesaurus according to the user input sequence to obtain a plurality of input term options.
  • the providing means 13 displays the plurality of matched input term options provided by the matching query means 12 in the order column to the user in a priority order, wherein the higher the priority, the higher the input term option is displayed.
  • the matching querying device 122 can determine the priority level of each term option in the user history record and the semantic relevance of each word in each term option.
  • the matching query device 122 can also determine the priority level according to the input preference selection set by the user, for example, when the user sets the input preference as: 1) Priority level: Computer Vocabulary>Electronic Vocabulary>Ordinary Vocabulary; 2) Priority: Chinese>English, the input sequence "woshiyongwindows" can judge “I use Windows software” has the highest priority, "I use Windows” second, “I use windows” Again.
  • the matching query device 122 can also determine the region in which the user is located according to the IP address of the current user equipment, so that the priority of the vocabulary related to the region in the input sequence can be determined, for example, when the user input sequence is "woxihuanbund",
  • the translation of "bund” has "1 Embankment 2 Terminal 3 Alliance 4 (Shanghai) Bund".
  • the inquiry device 12 knows that it is currently located in Shanghai, China according to the IP address of the user equipment, it can be determined that "bund” corresponds to the translation in "Shanghai Bund”.
  • "Or "Eb Beach” has the highest priority, so you can provide the following input terms: "I like to go to the Bund; 2 I like the Bund; 3 I like the pier; 4 I like the embankment; 5 I like the league.”
  • FIG. 3 illustrates an embodiment of a user equipment and a network device that allows a user to perform mixed input in both Chinese and English, in accordance with another aspect of the present invention, wherein the user device 1 is connected to the network device 2 via a network, and the two cooperate to allow the user to be in the user.
  • the device is mixed input in Chinese and English.
  • the network can be the Internet, an intranet, etc. The following is an example of the Internet:
  • the user equipment 1 can be any electronic product that can interact with the user through a keyboard, a remote controller, a touch panel, or a voice control device, such as a computer, a smart phone, a PDA, a game machine, or an IPTV.
  • the network device 2 can be a network server, a small host, a mainframe, or the like.
  • the user equipment 1 includes a first obtaining device 11, a first transmitting device 17, a first receiving device 18, and a providing device 13.
  • the network device 2 includes a second receiving device 21, a querying device 22, a second transmitting device 23, and a storage device 24 for holding a network vocabulary (hereinafter referred to as the network vocabulary 24 for the sake of brevity).
  • the first acquisition device 11 in the user device 1 can be a keyboard, a remote controller, a touch panel or a voice control device or the like through any one of the user-accessible devices.
  • the keyboard as an example, when the user taps a key in the keyboard to input, the first obtaining device 11 acquires the key sequence of the user tapping in real time.
  • the first transmitting device 17 in the user device 1 transmits the user input sequence provided by the first obtaining device 11 to the network device 2 in real time and continuously.
  • Second receiving device in network device 2 The input sequence is received and provided to the query device 22.
  • the querying device 22 performs a matching query with the network vocabulary 24 to obtain one or more matching input term options, wherein when the input sequence includes a sequence of English words, at least one of the input term options includes the English A word or a translation in the other language. That is, the present invention allows the user to input Chinese characters in full spells, double spells, five strokes, etc., and can also directly input English words.
  • the second transmitting device 23 in the network device 2 also transmits the input term option provided by the query device 22 to the user device 1 in real time and continuously.
  • the first receiving device 19 in the user device 1 receives the input term option and provides it to the providing device 13 in real time and in association, the providing device 13 then sequentially obtaining the obtained one or more matching input term options in a certain order.
  • the format is provided to the user for selection to make specific input. For example, by displaying to the user in an input window bar of the display, multiple entry options can be displayed in the input sequence column, and multiple entry options can be included in the next column for the user to select.
  • only one line item option may be displayed in the term column, and the number of the line item option may be default or user-settable, and the previous line or the next line item option is displayed by the user pressing a specific function key.
  • the specific function keys can be, for example, "+” and "-".
  • the first obtaining means 11, the first transmitting means 17, the first receiving means, and the second receiving means 21, the inquiring means 12 and the second transmitting means 23 of the network device 2 in the user equipment 1 are continuously Constantly cooperate with the work.
  • the first obtaining means 11 acquires the input sequence of the user in real time and continuously supplies it to the first transmitting means 17, for example "w”, "wo” ... “wosh” ... “woshiyong” ... "woshiyongwin” ... "woaiwindows", the first transmitting device also transmits various input sequences to the network device 2 in real time and continuously.
  • the second receiving device 21 in the network device 2 receives the various input sequences sent by the user device 1 and also provides them to the query device 22 in real time and continuously.
  • the query device 22 then continuously continues to the first receiving device 21 in real time.
  • Provide a user input sequence to perform a matching query to hold Continue to obtain the entry options corresponding to the above input sequences, for example, "w” corresponds to "1 me, 2 ⁇ , 3 grips, 4 nests";”wosh” corresponds to "1 my institute, 2 provinces, 3 my students, 4 I said, 5 handshakes; "woshiyongwindows” corresponds to "1 I use Windows software, 2 I use windows, 3 I use Windows, 4 I use windows”.
  • the query device 22 in the network device 2 performs the matching query in the network vocabulary 22 according to the user input sequence
  • the English input word is included in the recognition input sequence
  • the query obtains the rest of the input sequence corresponding to the Chinese language
  • the association with the English word is used to obtain the most suitable combination of terms, which may be a normal semantic association, or a selection combination in the network lexicon 24 or in the user input history.
  • the query device 22 obtains various Chinese translations of “wiondows”, “window”, “window”, “window software”, and obtains “woshiyong” corresponding Chinese “I use” “I am Use ", the meaning of the Chinese and English words and their translations to determine the following options for the most preferred options: "1 I use Windows software, 2 I use windows, 3 I use windows, 4 I use windows ".
  • the query device 22 is also capable of assisting the user to automatically perform automatic segmentation of English words without the user having to switch to the English input state or turn off the input method.
  • the query device 22 recognizes that "windows” and “game” are English words and are adjacent, and the query device 22 inserts a space character "" between “windows” and “game”. , thereby getting “windows game”, and performing the matching query described above to get a combination of terms such as “windows game”, “windows game”, “window game”, “window software game”.
  • the query device 22 can perform automatic segmentation of multiple adjacent English words in the user input sequence by a similar mechanism, such as the user input sequence "ilovethisgame", which will provide the user with "i” Love this game” is a combination of multiple terms.
  • the query device 22 also supports automatic segmentation of English words in the Chinese-English mixed input process. For example, when the user taps the button to input "woxihuan windowsgame”, the query device 22 only outputs “windows” and "game” as adjacent English words, and the query device 22 inserts a space between "windows" and "game”.
  • the querying means 22 in the network device 2 also obtains the priority of each of the input term options when a matching query is made in the lexicon according to the user input sequence to obtain a plurality of input term options.
  • the providing device 13 in the user device 1 receives the input term option from the network device 2 through the first receiving device 19, and displays a plurality of matching input term options in the entry column to the user in a priority order. , where the higher the priority, the more the input term option is displayed.
  • the querying device 22 of the network device 2 can acquire the user feature according to the ID of the user login, such as the user input history record, the user-specific user vocabulary, and the user-set Personal preferences, user attribute information, etc.
  • the user features may be stored in the network device 2 or in other network devices connected to the network device 2.
  • the querying device 22 in the network device 2 can determine the priority level according to the selection frequency of each term option in the user input history record and the semantic relevance between each term in each term option.
  • the priority can also be determined according to the input preference set by the user. For example, when the user sets the input preference as: 1) Priority: Computer vocabulary > Electronic vocabulary > Common vocabulary; 2) Priority level: Chinese >English, in the input sequence "woshiyongwindows” can judge “I use Windows software” has the highest priority, "I use Windows” followed by “I use windows” again.
  • the querying device 22 can also determine the region in which the user device is located according to the IP address of the current user device 1, so that the priority of the vocabulary related to the region in the input sequence can be determined, for example, when the user input sequence is "woxihuanbund",
  • the translation of "bund” has "1 Embankment 2 Terminal 3 Alliance 4 (Shanghai) Bund".
  • the inquiry device 12 knows that it is currently located in Shanghai, China according to the IP address of the user equipment, it can be determined that "bund” corresponds to the translation in "Shanghai Bund".
  • "Or the Bund” has the highest priority and therefore offers the following losses Enter the entry options "1 I like to go to the Bund; 2 I like the Bund; 3 I like the pier; 4 I like the embankment; 5 I like the league.”
  • the network device 2 can also update information such as saved user input history, input preferences, and inter-vocabulary relevance.
  • the user equipment 1 further includes a second obtaining device 15 and a third transmitting device 18; the network device 2 further includes a second receiving device 25 and an updating device 26.
  • the second obtaining means 15 in the user equipment 1 acquires the selection of the plurality of input term options provided by the providing device 13 by the user through further interaction with the user, and is transmitted by the third transmitting device 18 to the network device.
  • the update device 26 updates the thesaurus and the user input history, the association between the vocabularies, and the like according to the user selection received by the second receiving device 25.
  • a new term option and an existing term option may be added to the network thesaurus 24.
  • Priority user characteristics.
  • the network device 2 may further comprise a third acquisition means (not shown) which may also search for new combinations of terms on the Internet and update the network vocabulary 24 and the like.
  • Figure 4 shows a preferred embodiment of the invention in which the query means 22 of the network device 2 further comprises a decision means 221 and a matching query means 222.
  • the judging device 221 performs a query in the network vocabulary containing the English words according to the input sequence to determine whether the English word is included in the input sequence.
  • the matching query means 222 is informed by the determining means that the input sequence includes English words, the query obtains the Chinese corresponding to the rest of the input sequence, and then provides various combinations of the Chinese and English words or their various Chinese translations as the entry options.
  • the matching query device also obtains the most suitable combination of terms according to the association between the Chinese and the English words, and the association may be a normal semantic association, or may be preset in the network thesaurus 24 or The user enters a selection combination in the history.
  • the matching query means 222 obtains various Chinese translations “window”, “window”, “window software” of “wiondows”, and obtains the Chinese “I use” "I” corresponding to "woshiyong” Is to use ", the Chinese and English words and their translations to determine the following terms to determine the most preferred options: "1 I use Windows software; 2 I use windows; 3 I use Windows; 4 I use window".
  • the matching query means 222 also obtains the priority of each input term option when a matching query is made in the thesaurus according to the user input sequence to obtain a plurality of input term options.
  • the second sending device 23 sends the multiple input term options and their priority information to the user equipment 1,
  • the first receiving device 19 of the user equipment 1 receives and provides to the providing device 13, and the providing device 3 displays the plurality of matched input term options in the order column to the user in priority order, wherein the priority The higher the input term option is displayed, the higher it is.
  • the matching query device 222 in the network device 2 can determine the priority level according to the selection frequency of each term option in the user history record and the semantic relevance between each term in each term option.
  • the matching query device 222 can also determine the priority according to the input preference set by the user. For example, when the user sets the input preference as: 1) Priority: Computer vocabulary > Electronic vocabulary > Common vocabulary; 2) Priority Level: Chinese> English, in the input sequence "woshiyongwindows” can judge “I use Windows software” has the highest priority, “I use Windows” followed by "I use windows” again.
  • the matching query device 222 can also determine the region in which the user is located according to the IP address of the current user equipment, so that the priority of the vocabulary related to the region in the input sequence can be determined, for example, when the user input sequence is "woxihuanbund", The translation of "bund” has "1 Embankment 2 Terminal 3 Alliance 4 (Shanghai) Bund".
  • the user equipment 1 itself also includes a query device 12 and a memory 14 (hereinafter referred to as a local vocabulary 14) for storing a local vocabulary.
  • the first obtaining device 11 may first provide the user input sequence to the query device 12 of the user equipment 1 for matching query.
  • the specific query process is as described above with reference to FIG. 1-2.
  • the reference device 11 can also send a user input sequence to the network device through the third sending device 18, and the query device 22 performs a matching query.
  • the specific query process is as described above with reference to FIG. 3-4. The content described, the content reference is not mentioned here.
  • User equipment 1 also includes a merging device 20 that combines one or more input term options provided by its own query device 12 with one or more input term options provided by query device 22 from network device 2. Deleting the repeating options therein, and determining the priority order of the plurality of term options obtained by the final merge according to certain rules, and then providing them to the providing device 13 for providing them in the corresponding priority order Household.
  • the input term option provided by network device 2 should be more accurate, so the priority is higher than the local query for the input term option.
  • Figure 6 shows a flow diagram of a method in accordance with one aspect of the present invention showing a process in which a user performs mixed input in English and Chinese through a user device.
  • the user equipment 1 can be any electronic product that can interact with the user through a keyboard, a remote controller, a touch panel, or a voice control device, such as a computer, a smart phone, a PDA, a game machine, or an IPTV.
  • the local vocabulary is saved in user device 1 (for the sake of brevity, hereinafter referred to as the lexicon).
  • the user equipment 1 can perform a human machine with the user by any one of them, such as a keyboard, a remote controller, a touch panel or a voice control device.
  • a keyboard when the user taps a button in the keyboard to input, the user device 1 acquires the key sequence of the user's tap in real time.
  • step s2 the user input sequence acquired by the user equipment 1 performs a matching query in the thesaurus to obtain one or more matching input term options, wherein when the input sequence contains a sequence of English words, at least one input word
  • the bar option includes the English word or its translation in the other language. That is, the present invention allows the user to input Chinese words in full spelling, double spelling, five strokes, etc., and can also directly input English words.
  • the user equipment 1 can also help the user to automatically complete the automatic segmentation of the English words without the user having to switch to the English input state or turn off the input method.
  • the user device 1 recognizes that "windows” and “game” are English words and are adjacent, and a space character is inserted between “windows” and “game”. "”, thereby getting “windows game”, and performing the matching query described above to get a combination of terms such as “windows game”, “windows game”, “window game”, “window software game”.
  • the user equipment 1 can perform automatic segmentation of a plurality of adjacent English words in the user input sequence by a similar mechanism, such as the user input sequence "ilovethisgame", and the user device 1 will provide the user with "i love this game”. Multiple combinations of terms within.
  • the user equipment 1 also supports automatic segmentation of English words in the Chinese-English mixed input process. For example, when the user taps the button to input "woxihuanwindowsgame”, in step 2, the user device 1 recognizes “windows” and “game” as adjacent English words, and inserts a space character between "windows" and "game”.
  • step s2 the user equipment 1 first makes a query in the thesaurus containing the English words according to the input sequence to determine whether the English words are included in the input sequence.
  • the user equipment 1 judges that the user input sequence includes an English word, the Chinese corresponding to the rest of the user input sequence is further queried at this moment, and then various combinations of the Chinese and English words or various Chinese translations thereof are provided as the entry options.
  • the user equipment 1 provides one or more matching input term options obtained by the query to the user in a certain order and format for selection to make a specific input. For example, by displaying to the user in an input window bar of the display, multiple entry options can be displayed in the input sequence, and multiple entry options can be included in the next column for the user to select.
  • the specific function keys can be, for example, "+" and "-".
  • steps si through S3 are continuously cycled.
  • the user equipment 1 acquires the input sequence continuously input by the user in real time and continuously queries locally, for example, the user continuously inputs "w", "wo” ... “wosh” ... “woshiyong” ... “woshiyongwin” ... "woaiwindows”
  • the user equipment 1 also performs the user input sequence according to the continuous acquisition in real time.
  • step s2 when the user equipment 1 performs the matching query according to the user input sequence, when the English input word is included in the recognition input sequence, after the query obtains the rest of the input sequence corresponding to the Chinese language, it is also based on the Chinese word and the English word.
  • the association to obtain the most appropriate combination of terms which can be a common semantic association, or a combination of choices saved in the thesaurus or in the user input history.
  • user device 1 obtains various Chinese translations of “wiondows” “window”, “window”, “window software”, and obtains “woshiyong” corresponding to Chinese “I use” “I am With “, user device 1 determines the following items as the most preferred option according to the meaning of the Chinese and English words and their translations: "1 I use Windows software, 2 I use windows, 3 I use Windows, 4 I use the window”.
  • the user equipment 1 in step s2, the user equipment 1 also obtains the priority of each input term option when a plurality of input term options are obtained by performing a matching query in the thesaurus according to the user input sequence. Subsequently, the plurality of matched input term options are displayed to the user in the term column in the order of priority in step s3, wherein the higher the priority, the higher the input term option is displayed.
  • the user equipment 1 may also perform a query in the thesaurus according to the user characteristics to obtain a plurality of matching input term options.
  • the priority of the user can also be determined according to the user characteristics.
  • User characteristics include the user's input history, user-set personal preference selection, user attributes, user address, etc.
  • User attributes include the user's occupation, gender, international, birthplace, age, etc. Interest.
  • the user equipment 1 may determine the priority level according to the selection frequency of each term option in the user input history record and the semantic relevance between each term in each term option. .
  • the user equipment 1 can also determine the priority according to the input preference set by the user.
  • the user equipment 1 can also determine the geographical location of the user equipment according to the IP address of the current user equipment, so that the priority of the vocabulary related to the area in the input sequence can be determined, for example, when the user input sequence is "woxihuanbund", where The translation of "bund” has “1 Embankment 2 Terminal 3 Alliance 4 (Shanghai) Bund", when User Equipment 1 knows that it is currently located in Shanghai, China according to its IP address, so it can be determined that "bund” corresponds to the translation of "Shanghai Bund” or "The Bund” has the highest priority, so the following entry options are available: “I like to go to the Bund; 2 I like the Bund; 3 I like the pier; 4 I like the embankment; 5 I like the league.”
  • user features include, but are not limited to, the above.
  • the user equipment 1 can store the above user input history, user setting input preferences, and various associations between words in the local storage. Preferably, the user device 1 can also update information such as saved user input history, input preferences, and inter-vocabulary relevance.
  • the user device 1 also obtains the user's selection of the plurality of input entry options provided by further interaction with the user, and then updates the thesaurus and user input according to the acquired user selection. Historical records, vocabulary associations, etc., for example, can add new entry options and prioritization of existing term options in the thesaurus, user characteristics. More preferably, in step s5 (not shown), when the user equipment accesses the Internet, the user equipment 1 may also search for new combinations of terms in the Internet and update the thesaurus and the like.
  • FIG. 7 shows a flow diagram of a method in accordance with another aspect of the present invention, showing a process in which a user device is connected to a network device to allow a user to perform mixed input in English and Chinese.
  • the user equipment 1 is connected to the network device 2 via a network, and the network may be an Internet or an intranet.
  • the user equipment 1 can be any electronic product that can interact with the user through a keyboard, a remote controller, a touch pad, or a voice control device, such as a computer, a smart phone, a PDA, a game machine, or an IPTV.
  • the network device 2 can be a network server, a small host, a mainframe, etc., wherein the network device 2 holds a network vocabulary.
  • the user equipment 1 can perform a human machine with the user by any one of them, such as a keyboard, a remote controller, a touch panel, a voice control device, and the like.
  • a keyboard when the user taps a button in the keyboard to input, the user device 1 acquires the key sequence of the user's tap in real time.
  • step S2 the user equipment 1 transmits the acquired user input sequence to the network device 2 in real time and continuously.
  • step S3 the network device 2 performs a matching query in the network lexicon according to the received user input sequence to obtain one or more matching input term options, wherein when the input sequence contains a sequence of English words, at least one The input term option includes the English word or its translation in the other language. That is, the present invention allows the user to input Chinese words in full spelling, double spelling, five strokes, etc., and can also directly input English words.
  • the network device 2 can also help the user to automatically perform automatic segmentation of English words without the user having to switch to the English input state or close the input method. For example, when the user taps the key input
  • step S3 the network device 2 recognizes that "windows” and “game” are English words and are adjacent, and a space character “” is inserted between “windows” and “game”, thereby obtaining “windows game” " , and perform the matching query described above to get
  • step S3 the network device 2 can perform automatic segmentation of multiple adjacent English words in the user input sequence by a similar mechanism, such as the user input sequence "ilovethisgame", the network device 2 will be User offers include
  • step S3 the network device 2 also Supports the automatic and automatic segmentation of Chinese, English and English single words in the process of inputting Chinese, English, English, and Chinese. .
  • the network device 22 identifies the identification.
  • the user equipment 11 is in the step 22
  • the self-automatic English-English text-cutting operation provided by the user is not always able to fully satisfy the needs of the sufficient user, and at this time, the user can In the input and output sequence sequence, the supplementary fill and insert is inserted into the single quote number.
  • the first network root device is first listed in the packet according to the input sequence.
  • the network network vocabulary containing the English and Chinese vocabulary words is used to conduct a query query to determine whether the packet is included in the sequence of the input sequence.
  • the word word of the syllabary, Dangdang surely determines that the quotation in the sequence of the input and output sequence includes the English and Chinese singular words, and then the query is queried with the user input and the input sequence sequence is divided into the remaining parts.
  • the network device device 22 also inputs the input of the query query into the word in real time and in the continuous and non-continuous manner.
  • the option item is sent to the user equipment device 11 for transmission.
  • the user equipment 11 is used to press the selected input input word entry option received by the received user.
  • a certain order sequence and a check format are provided for the user account to be selected for selection and input. . For example, if the user is displayed in the column of the input window of the display device in the display window, the cocoa will be more than one word.
  • the term strip selection option and the input and input sequence column are displayed in the sub-column column, and more than one word entry option item cocoa is included in the next column. For user account selection.
  • the number of options of the line item selection item may be displayed only in the line of the word bar column.
  • the purpose can be either default or not, or can be set by the user's household setting, and the user can press the button to display the special function.
  • the previous line or the next line of the line item selection option, the specific function of the special function can be, for example, "" ++"" and "" --"". .
  • the cyclical work is continued without continuous interruption.
  • the user input device is used to obtain the input sequence sequence of the user account in real time and in real time. Sending a message to the network network device 22 for example, such as ""ww"",
  • step S3 when the network device 2 performs a matching query in the network lexicon according to the user input sequence, when the English input word is included in the recognition input sequence, after the query obtains the rest of the input sequence corresponding to the Chinese language, According to the association between the Chinese and the English words, the most suitable combination of terms can be obtained.
  • the association can be a common semantic association. In the sequence "woshiyongwindows", the network device 2 queries each of the "wiondows".
  • the network device 2 in step S3, the network device 2 also obtains the priority of each input term option when performing a matching query in the thesaurus according to the user input sequence to obtain a plurality of input term options. Then, in step S7, the network device 2 displays the received multiple input entry options from the network device 2 in the order column to the user in the order of priority, wherein the higher the priority, the higher the priority The higher the input term option is displayed.
  • the network device 2 when the user logs in to the network device through the user device 1, in step S3, the network device 2 can acquire the user feature according to the ID of the user login, such as the user input history, the user-specific user vocabulary. , personal preferences set by the user, user attribute information, and the like.
  • the user features may be stored in the network device 2 or in other network devices to which the network device 2 is connected.
  • the network device may determine the priority level according to the selection frequency of each term option in the user input history record and the semantic relevance between each term in each term option. It is also possible to determine the priority level according to the input preference set by the user. For example, when the user sets the input preferences as: 1) Priority: Computer vocabulary > Electronic vocabulary > Common vocabulary; 2) Priority level: Chinese > English, in the input sequence “woshiyongwindows” can be judged “I use Windows software” The highest priority, "I use Windows” followed by “I use windows” again.
  • the network device 2 can also know its current IP address through communication with the user equipment 1 and thereby determine the region in which it is located, so that the priority of the vocabulary related to the region in the input sequence can be determined. For example, when the user input sequence is "woxihuanbund", the translation of "bund” has “1 Embankment 2 Terminal 3 Alliance 4 (Shanghai) Bund", when Network Device 2 knows that it is currently located in Shanghai, China based on the IP address of the user equipment, thus It can be determined that the "bund” corresponding translation has the highest priority in "Shanghai Bund” or "Xipu Beach", so the following entry options are available: 1 I like to go to the Bund; 2 I like the Bund; 3 I like the pier; 4 I like Embankment; 5 I like the league.”
  • the network device 2 can also update information such as saved user input history, input preferences, and inter-vocabulary relevance.
  • the user device 1 acquires the user's selection of the plurality of input term options provided by the user through further interaction with the user, and transmits the selection to the network device; in step S10 (not shown)
  • the network device 2 updates the thesaurus and the user input history, the association between the vocabularies, and the like according to the received user selection.
  • the new term option and the existing term option may be added to the network thesaurus. feature.
  • the network device 2 can also search for a new combination of terms on the Internet and update the network vocabulary and the like.
  • FIG. 8 shows another preferred embodiment according to the present invention, in which the user equipment 1 itself also holds a local vocabulary, and can synchronize with the user-specific user vocabulary in the network vocabulary of the network device 2 at any time or periodically. .
  • step S4 the user equipment 1 performs a matching query in the local vocabulary according to the user input sequence, and the specific query process is as described in the foregoing step s2 described with reference to FIG. Do not repeat them.
  • Steps S1 to S3 are as described above with reference to FIG. 5, and the content references are not described herein. It should be understood in the art that steps S1 to S3 and step S4 may be performed synchronously, and the completion time mainly depends on the processing speed of the user equipment 1 and the network device 2 and the network transmission delay between the user equipment 1 and the network device 2. .
  • step S6 the user equipment 1 will present the present One or more input term options queried and one or more input term options from network device 2 are merged, the repeating options are deleted, and multiple entries resulting from the final merge are determined according to certain rules.
  • the priority order of the options then, in step S8, the input term options are provided to the user for selection or further human interaction.
  • the input term option provided by network device 2 should be more accurate, so the priority is higher than the local query for the input term option.
  • the network vocabulary in the network device 2 can also be The user-specific user vocabulary.
  • the above description is based on Chinese and English. Those skilled in the art should understand that the present invention is also applicable to a case where a user inputs a mixed input with another text in English. Only the Chinese input rule needs to be changed and adjusted. Replace with the input rule of the other text, and replace the corresponding thesaurus and user setting input preferences.
  • the other language includes: Chinese, Korean, Japanese, French, German, Italian, and the like.

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PCT/CN2011/073551 2010-05-31 2011-04-29 一种用于英文与另一种文字混合输入的方法和设备 Ceased WO2011150730A1 (zh)

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Cited By (184)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102830811A (zh) * 2012-08-21 2012-12-19 北京小米科技有限责任公司 一种移动终端输入法切换时内容匹配方法及装置
US8892446B2 (en) 2010-01-18 2014-11-18 Apple Inc. Service orchestration for intelligent automated assistant
US9262612B2 (en) 2011-03-21 2016-02-16 Apple Inc. Device access using voice authentication
US9300784B2 (en) 2013-06-13 2016-03-29 Apple Inc. System and method for emergency calls initiated by voice command
US9330720B2 (en) 2008-01-03 2016-05-03 Apple Inc. Methods and apparatus for altering audio output signals
US9338493B2 (en) 2014-06-30 2016-05-10 Apple Inc. Intelligent automated assistant for TV user interactions
US9368114B2 (en) 2013-03-14 2016-06-14 Apple Inc. Context-sensitive handling of interruptions
US9430463B2 (en) 2014-05-30 2016-08-30 Apple Inc. Exemplar-based natural language processing
US9483461B2 (en) 2012-03-06 2016-11-01 Apple Inc. Handling speech synthesis of content for multiple languages
US9495129B2 (en) 2012-06-29 2016-11-15 Apple Inc. Device, method, and user interface for voice-activated navigation and browsing of a document
US9502031B2 (en) 2014-05-27 2016-11-22 Apple Inc. Method for supporting dynamic grammars in WFST-based ASR
US9535906B2 (en) 2008-07-31 2017-01-03 Apple Inc. Mobile device having human language translation capability with positional feedback
US9576574B2 (en) 2012-09-10 2017-02-21 Apple Inc. Context-sensitive handling of interruptions by intelligent digital assistant
US9582608B2 (en) 2013-06-07 2017-02-28 Apple Inc. Unified ranking with entropy-weighted information for phrase-based semantic auto-completion
US9606986B2 (en) 2014-09-29 2017-03-28 Apple Inc. Integrated word N-gram and class M-gram language models
US9620105B2 (en) 2014-05-15 2017-04-11 Apple Inc. Analyzing audio input for efficient speech and music recognition
US9620104B2 (en) 2013-06-07 2017-04-11 Apple Inc. System and method for user-specified pronunciation of words for speech synthesis and recognition
US9626955B2 (en) 2008-04-05 2017-04-18 Apple Inc. Intelligent text-to-speech conversion
US9633674B2 (en) 2013-06-07 2017-04-25 Apple Inc. System and method for detecting errors in interactions with a voice-based digital assistant
US9633660B2 (en) 2010-02-25 2017-04-25 Apple Inc. User profiling for voice input processing
US9633004B2 (en) 2014-05-30 2017-04-25 Apple Inc. Better resolution when referencing to concepts
US9646614B2 (en) 2000-03-16 2017-05-09 Apple Inc. Fast, language-independent method for user authentication by voice
US9646609B2 (en) 2014-09-30 2017-05-09 Apple Inc. Caching apparatus for serving phonetic pronunciations
US9668121B2 (en) 2014-09-30 2017-05-30 Apple Inc. Social reminders
US9697822B1 (en) 2013-03-15 2017-07-04 Apple Inc. System and method for updating an adaptive speech recognition model
US9697820B2 (en) 2015-09-24 2017-07-04 Apple Inc. Unit-selection text-to-speech synthesis using concatenation-sensitive neural networks
US9711141B2 (en) 2014-12-09 2017-07-18 Apple Inc. Disambiguating heteronyms in speech synthesis
US9715875B2 (en) 2014-05-30 2017-07-25 Apple Inc. Reducing the need for manual start/end-pointing and trigger phrases
US9721566B2 (en) 2015-03-08 2017-08-01 Apple Inc. Competing devices responding to voice triggers
US9734193B2 (en) 2014-05-30 2017-08-15 Apple Inc. Determining domain salience ranking from ambiguous words in natural speech
US9760559B2 (en) 2014-05-30 2017-09-12 Apple Inc. Predictive text input
US9785630B2 (en) 2014-05-30 2017-10-10 Apple Inc. Text prediction using combined word N-gram and unigram language models
US9798393B2 (en) 2011-08-29 2017-10-24 Apple Inc. Text correction processing
US9818400B2 (en) 2014-09-11 2017-11-14 Apple Inc. Method and apparatus for discovering trending terms in speech requests
US9842105B2 (en) 2015-04-16 2017-12-12 Apple Inc. Parsimonious continuous-space phrase representations for natural language processing
US9842101B2 (en) 2014-05-30 2017-12-12 Apple Inc. Predictive conversion of language input
US9858925B2 (en) 2009-06-05 2018-01-02 Apple Inc. Using context information to facilitate processing of commands in a virtual assistant
US9865280B2 (en) 2015-03-06 2018-01-09 Apple Inc. Structured dictation using intelligent automated assistants
US9886432B2 (en) 2014-09-30 2018-02-06 Apple Inc. Parsimonious handling of word inflection via categorical stem + suffix N-gram language models
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
US9922642B2 (en) 2013-03-15 2018-03-20 Apple Inc. Training an at least partial voice command system
US9934775B2 (en) 2016-05-26 2018-04-03 Apple Inc. Unit-selection text-to-speech synthesis based on predicted concatenation parameters
US9953088B2 (en) 2012-05-14 2018-04-24 Apple Inc. Crowd sourcing information to fulfill user requests
US9959870B2 (en) 2008-12-11 2018-05-01 Apple Inc. Speech recognition involving a mobile device
US9966065B2 (en) 2014-05-30 2018-05-08 Apple Inc. Multi-command single utterance input method
US9966068B2 (en) 2013-06-08 2018-05-08 Apple Inc. Interpreting and acting upon commands that involve sharing information with remote devices
US9972304B2 (en) 2016-06-03 2018-05-15 Apple Inc. Privacy preserving distributed evaluation framework for embedded personalized systems
US9971774B2 (en) 2012-09-19 2018-05-15 Apple Inc. Voice-based media searching
US10043516B2 (en) 2016-09-23 2018-08-07 Apple Inc. Intelligent automated assistant
US10049668B2 (en) 2015-12-02 2018-08-14 Apple Inc. Applying neural network language models to weighted finite state transducers for automatic speech recognition
US10049663B2 (en) 2016-06-08 2018-08-14 Apple, Inc. Intelligent automated assistant for media exploration
US10057736B2 (en) 2011-06-03 2018-08-21 Apple Inc. Active transport based notifications
US10067938B2 (en) 2016-06-10 2018-09-04 Apple Inc. Multilingual word prediction
US10074360B2 (en) 2014-09-30 2018-09-11 Apple Inc. Providing an indication of the suitability of speech recognition
US10079014B2 (en) 2012-06-08 2018-09-18 Apple Inc. Name recognition system
US10078631B2 (en) 2014-05-30 2018-09-18 Apple Inc. Entropy-guided text prediction using combined word and character n-gram language models
US10083688B2 (en) 2015-05-27 2018-09-25 Apple Inc. Device voice control for selecting a displayed affordance
US10089072B2 (en) 2016-06-11 2018-10-02 Apple Inc. Intelligent device arbitration and control
US10101822B2 (en) 2015-06-05 2018-10-16 Apple Inc. Language input correction
US10127911B2 (en) 2014-09-30 2018-11-13 Apple Inc. Speaker identification and unsupervised speaker adaptation techniques
US10127220B2 (en) 2015-06-04 2018-11-13 Apple Inc. Language identification from short strings
US10134385B2 (en) 2012-03-02 2018-11-20 Apple Inc. Systems and methods for name pronunciation
US10170123B2 (en) 2014-05-30 2019-01-01 Apple Inc. Intelligent assistant for home automation
US10176167B2 (en) 2013-06-09 2019-01-08 Apple Inc. System and method for inferring user intent from speech inputs
US10185542B2 (en) 2013-06-09 2019-01-22 Apple Inc. Device, method, and graphical user interface for enabling conversation persistence across two or more instances of a digital assistant
US10186254B2 (en) 2015-06-07 2019-01-22 Apple Inc. Context-based endpoint detection
US10192552B2 (en) 2016-06-10 2019-01-29 Apple Inc. Digital assistant providing whispered speech
US10199051B2 (en) 2013-02-07 2019-02-05 Apple Inc. Voice trigger for a digital assistant
US10223066B2 (en) 2015-12-23 2019-03-05 Apple Inc. Proactive assistance based on dialog communication between devices
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
US10249300B2 (en) 2016-06-06 2019-04-02 Apple Inc. Intelligent list reading
US10255907B2 (en) 2015-06-07 2019-04-09 Apple Inc. Automatic accent detection using acoustic models
US10269345B2 (en) 2016-06-11 2019-04-23 Apple Inc. Intelligent task discovery
US10276170B2 (en) 2010-01-18 2019-04-30 Apple Inc. Intelligent automated assistant
US10283110B2 (en) 2009-07-02 2019-05-07 Apple Inc. Methods and apparatuses for automatic speech recognition
US10289433B2 (en) 2014-05-30 2019-05-14 Apple Inc. Domain specific language for encoding assistant dialog
US10297253B2 (en) 2016-06-11 2019-05-21 Apple Inc. Application integration with a digital assistant
US10303715B2 (en) 2017-05-16 2019-05-28 Apple Inc. Intelligent automated assistant for media exploration
US10311144B2 (en) 2017-05-16 2019-06-04 Apple Inc. Emoji word sense disambiguation
US10318871B2 (en) 2005-09-08 2019-06-11 Apple Inc. Method and apparatus for building an intelligent automated assistant
US10332518B2 (en) 2017-05-09 2019-06-25 Apple Inc. User interface for correcting recognition errors
US10356243B2 (en) 2015-06-05 2019-07-16 Apple Inc. Virtual assistant aided communication with 3rd party service in a communication session
US10354011B2 (en) 2016-06-09 2019-07-16 Apple Inc. Intelligent automated assistant in a home environment
US10366158B2 (en) 2015-09-29 2019-07-30 Apple Inc. Efficient word encoding for recurrent neural network language models
US10395654B2 (en) 2017-05-11 2019-08-27 Apple Inc. Text normalization based on a data-driven learning network
US10403278B2 (en) 2017-05-16 2019-09-03 Apple Inc. Methods and systems for phonetic matching in digital assistant services
US10403283B1 (en) 2018-06-01 2019-09-03 Apple Inc. Voice interaction at a primary device to access call functionality of a companion device
US10410637B2 (en) 2017-05-12 2019-09-10 Apple Inc. User-specific acoustic models
US10417266B2 (en) 2017-05-09 2019-09-17 Apple Inc. Context-aware ranking of intelligent response suggestions
US10445429B2 (en) 2017-09-21 2019-10-15 Apple Inc. Natural language understanding using vocabularies with compressed serialized tries
US10446143B2 (en) 2016-03-14 2019-10-15 Apple Inc. Identification of voice inputs providing credentials
US10446141B2 (en) 2014-08-28 2019-10-15 Apple Inc. Automatic speech recognition based on user feedback
US10474753B2 (en) 2016-09-07 2019-11-12 Apple Inc. Language identification using recurrent neural networks
US10482874B2 (en) 2017-05-15 2019-11-19 Apple Inc. Hierarchical belief states for digital assistants
US10490187B2 (en) 2016-06-10 2019-11-26 Apple Inc. Digital assistant providing automated status report
US10496705B1 (en) 2018-06-03 2019-12-03 Apple Inc. Accelerated task performance
US10496753B2 (en) 2010-01-18 2019-12-03 Apple Inc. Automatically adapting user interfaces for hands-free interaction
US10509862B2 (en) 2016-06-10 2019-12-17 Apple Inc. Dynamic phrase expansion of language input
US10521466B2 (en) 2016-06-11 2019-12-31 Apple Inc. Data driven natural language event detection and classification
US10553209B2 (en) 2010-01-18 2020-02-04 Apple Inc. Systems and methods for hands-free notification summaries
US10552013B2 (en) 2014-12-02 2020-02-04 Apple Inc. Data detection
US10568032B2 (en) 2007-04-03 2020-02-18 Apple Inc. Method and system for operating a multi-function portable electronic device using voice-activation
US10567477B2 (en) 2015-03-08 2020-02-18 Apple Inc. Virtual assistant continuity
US10592095B2 (en) 2014-05-23 2020-03-17 Apple Inc. Instantaneous speaking of content on touch devices
US10593346B2 (en) 2016-12-22 2020-03-17 Apple Inc. Rank-reduced token representation for automatic speech recognition
US10592604B2 (en) 2018-03-12 2020-03-17 Apple Inc. Inverse text normalization for automatic speech recognition
US10607140B2 (en) 2010-01-25 2020-03-31 Newvaluexchange Ltd. Apparatuses, methods and systems for a digital conversation management platform
US10636424B2 (en) 2017-11-30 2020-04-28 Apple Inc. Multi-turn canned dialog
US10643611B2 (en) 2008-10-02 2020-05-05 Apple Inc. Electronic devices with voice command and contextual data processing capabilities
US10659851B2 (en) 2014-06-30 2020-05-19 Apple Inc. Real-time digital assistant knowledge updates
US10657328B2 (en) 2017-06-02 2020-05-19 Apple Inc. Multi-task recurrent neural network architecture for efficient morphology handling in neural language modeling
US10671428B2 (en) 2015-09-08 2020-06-02 Apple Inc. Distributed personal assistant
US10679605B2 (en) 2010-01-18 2020-06-09 Apple Inc. Hands-free list-reading by intelligent automated assistant
US10684703B2 (en) 2018-06-01 2020-06-16 Apple Inc. Attention aware virtual assistant dismissal
US10691473B2 (en) 2015-11-06 2020-06-23 Apple Inc. Intelligent automated assistant in a messaging environment
US10705794B2 (en) 2010-01-18 2020-07-07 Apple Inc. Automatically adapting user interfaces for hands-free interaction
US10706373B2 (en) 2011-06-03 2020-07-07 Apple Inc. Performing actions associated with task items that represent tasks to perform
US10726832B2 (en) 2017-05-11 2020-07-28 Apple Inc. Maintaining privacy of personal information
US10733993B2 (en) 2016-06-10 2020-08-04 Apple Inc. Intelligent digital assistant in a multi-tasking environment
US10733375B2 (en) 2018-01-31 2020-08-04 Apple Inc. Knowledge-based framework for improving natural language understanding
US10733982B2 (en) 2018-01-08 2020-08-04 Apple Inc. Multi-directional dialog
US10748546B2 (en) 2017-05-16 2020-08-18 Apple Inc. Digital assistant services based on device capabilities
US10747498B2 (en) 2015-09-08 2020-08-18 Apple Inc. Zero latency digital assistant
US10755703B2 (en) 2017-05-11 2020-08-25 Apple Inc. Offline personal assistant
US10755051B2 (en) 2017-09-29 2020-08-25 Apple Inc. Rule-based natural language processing
US10762293B2 (en) 2010-12-22 2020-09-01 Apple Inc. Using parts-of-speech tagging and named entity recognition for spelling correction
US10789959B2 (en) 2018-03-02 2020-09-29 Apple Inc. Training speaker recognition models for digital assistants
US10791216B2 (en) 2013-08-06 2020-09-29 Apple Inc. Auto-activating smart responses based on activities from remote devices
US10789945B2 (en) 2017-05-12 2020-09-29 Apple Inc. Low-latency intelligent automated assistant
US10789041B2 (en) 2014-09-12 2020-09-29 Apple Inc. Dynamic thresholds for always listening speech trigger
US10791176B2 (en) 2017-05-12 2020-09-29 Apple Inc. Synchronization and task delegation of a digital assistant
US10810274B2 (en) 2017-05-15 2020-10-20 Apple Inc. Optimizing dialogue policy decisions for digital assistants using implicit feedback
US10818288B2 (en) 2018-03-26 2020-10-27 Apple Inc. Natural assistant interaction
US10839159B2 (en) 2018-09-28 2020-11-17 Apple Inc. Named entity normalization in a spoken dialog system
US10892996B2 (en) 2018-06-01 2021-01-12 Apple Inc. Variable latency device coordination
US10909331B2 (en) 2018-03-30 2021-02-02 Apple Inc. Implicit identification of translation payload with neural machine translation
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
US11010550B2 (en) 2015-09-29 2021-05-18 Apple Inc. Unified language modeling framework for word prediction, auto-completion and auto-correction
US11010561B2 (en) 2018-09-27 2021-05-18 Apple Inc. Sentiment prediction from textual data
US11010127B2 (en) 2015-06-29 2021-05-18 Apple Inc. Virtual assistant for media playback
US11023513B2 (en) 2007-12-20 2021-06-01 Apple Inc. Method and apparatus for searching using an active ontology
US11025565B2 (en) 2015-06-07 2021-06-01 Apple Inc. Personalized prediction of responses for instant messaging
US11070949B2 (en) 2015-05-27 2021-07-20 Apple Inc. Systems and methods for proactively identifying and surfacing relevant content on an electronic device with a touch-sensitive display
US11140099B2 (en) 2019-05-21 2021-10-05 Apple Inc. Providing message response suggestions
US11145294B2 (en) 2018-05-07 2021-10-12 Apple Inc. Intelligent automated assistant for delivering content from user experiences
US11170166B2 (en) 2018-09-28 2021-11-09 Apple Inc. Neural typographical error modeling via generative adversarial networks
US11204787B2 (en) 2017-01-09 2021-12-21 Apple Inc. Application integration with a digital assistant
US11217251B2 (en) 2019-05-06 2022-01-04 Apple Inc. Spoken notifications
US11227589B2 (en) 2016-06-06 2022-01-18 Apple Inc. Intelligent list reading
US11231904B2 (en) 2015-03-06 2022-01-25 Apple Inc. Reducing response latency of intelligent automated assistants
US11237797B2 (en) 2019-05-31 2022-02-01 Apple Inc. User activity shortcut suggestions
CN114036260A (zh) * 2021-11-09 2022-02-11 广州市百果园网络科技有限公司 敏感词的确定方法、装置、设备、存储介质及程序产品
US11269678B2 (en) 2012-05-15 2022-03-08 Apple Inc. Systems and methods for integrating third party services with a digital assistant
US11281993B2 (en) 2016-12-05 2022-03-22 Apple Inc. Model and ensemble compression for metric learning
US11289073B2 (en) 2019-05-31 2022-03-29 Apple Inc. Device text to speech
US11301477B2 (en) 2017-05-12 2022-04-12 Apple Inc. Feedback analysis of a digital assistant
US11307752B2 (en) 2019-05-06 2022-04-19 Apple Inc. User configurable task triggers
US11314370B2 (en) 2013-12-06 2022-04-26 Apple Inc. Method for extracting salient dialog usage from live data
US11348573B2 (en) 2019-03-18 2022-05-31 Apple Inc. Multimodality in digital assistant systems
US11360641B2 (en) 2019-06-01 2022-06-14 Apple Inc. Increasing the relevance of new available information
US11386266B2 (en) 2018-06-01 2022-07-12 Apple Inc. Text correction
US11388291B2 (en) 2013-03-14 2022-07-12 Apple Inc. System and method for processing voicemail
US11423908B2 (en) 2019-05-06 2022-08-23 Apple Inc. Interpreting spoken requests
US11462215B2 (en) 2018-09-28 2022-10-04 Apple Inc. Multi-modal inputs for voice commands
US11468282B2 (en) 2015-05-15 2022-10-11 Apple Inc. Virtual assistant in a communication session
US11475898B2 (en) 2018-10-26 2022-10-18 Apple Inc. Low-latency multi-speaker speech recognition
US11475884B2 (en) 2019-05-06 2022-10-18 Apple Inc. Reducing digital assistant latency when a language is incorrectly determined
US11488406B2 (en) 2019-09-25 2022-11-01 Apple Inc. Text detection using global geometry estimators
US11495218B2 (en) 2018-06-01 2022-11-08 Apple Inc. Virtual assistant operation in multi-device environments
US11496600B2 (en) 2019-05-31 2022-11-08 Apple Inc. Remote execution of machine-learned models
US11532306B2 (en) 2017-05-16 2022-12-20 Apple Inc. Detecting a trigger of a digital assistant
US11587559B2 (en) 2015-09-30 2023-02-21 Apple Inc. Intelligent device identification
US11638059B2 (en) 2019-01-04 2023-04-25 Apple Inc. Content playback on multiple devices
US11657813B2 (en) 2019-05-31 2023-05-23 Apple Inc. Voice identification in digital assistant systems
US11755276B2 (en) 2020-05-12 2023-09-12 Apple Inc. Reducing description length based on confidence
US11765209B2 (en) 2020-05-11 2023-09-19 Apple Inc. Digital assistant hardware abstraction
US11798547B2 (en) 2013-03-15 2023-10-24 Apple Inc. Voice activated device for use with a voice-based digital assistant
US11809483B2 (en) 2015-09-08 2023-11-07 Apple Inc. Intelligent automated assistant for media search and playback
US11853536B2 (en) 2015-09-08 2023-12-26 Apple Inc. Intelligent automated assistant in a media environment
US11886805B2 (en) 2015-11-09 2024-01-30 Apple Inc. Unconventional virtual assistant interactions
US12223282B2 (en) 2016-06-09 2025-02-11 Apple Inc. Intelligent automated assistant in a home environment

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105446977B (zh) * 2014-06-26 2019-03-29 联想(北京)有限公司 一种信息处理方法及电子设备

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040260536A1 (en) * 2003-06-16 2004-12-23 Samsung Electronics Co., Ltd. Method and apparatus for recognizing language input mode and method and apparatus for automatically switching language input modes using the same
CN1854998A (zh) * 2005-04-18 2006-11-01 诺基亚公司 进行不同类型字形的混合输入的方法和设备
CN1908863A (zh) * 2005-08-07 2007-02-07 黄金富 双语混合输入方法及具有字典功能的手机
CN101546228A (zh) * 2009-05-07 2009-09-30 腾讯科技（深圳）有限公司 一种实现英文提示的输入方法和装置
CN101943952A (zh) * 2010-01-27 2011-01-12 北京搜狗科技发展有限公司 一种至少两种语言混合输入的方法和输入法系统
CN102012748A (zh) * 2010-11-30 2011-04-13 哈尔滨工业大学 语句级中英文混合输入方法

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH03257662A (ja) * 1990-03-08 1991-11-18 Ricoh Co Ltd 文字列入力方式
JP3814000B2 (ja) * 1995-11-17 2006-08-23 株式会社ジャストシステム 文字列変換装置および文字列変換方法
JP2806452B2 (ja) * 1996-12-19 1998-09-30 オムロン株式会社 かな漢字変換装置および方法、並びに記録媒体
JP2006012188A (ja) * 2005-08-15 2006-01-12 Just Syst Corp 文書処理方法及び装置

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040260536A1 (en) * 2003-06-16 2004-12-23 Samsung Electronics Co., Ltd. Method and apparatus for recognizing language input mode and method and apparatus for automatically switching language input modes using the same
CN1854998A (zh) * 2005-04-18 2006-11-01 诺基亚公司 进行不同类型字形的混合输入的方法和设备
CN1908863A (zh) * 2005-08-07 2007-02-07 黄金富 双语混合输入方法及具有字典功能的手机
CN101546228A (zh) * 2009-05-07 2009-09-30 腾讯科技（深圳）有限公司 一种实现英文提示的输入方法和装置
CN101943952A (zh) * 2010-01-27 2011-01-12 北京搜狗科技发展有限公司 一种至少两种语言混合输入的方法和输入法系统
CN102012748A (zh) * 2010-11-30 2011-04-13 哈尔滨工业大学 语句级中英文混合输入方法

Cited By (299)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9646614B2 (en) 2000-03-16 2017-05-09 Apple Inc. Fast, language-independent method for user authentication by voice
US11928604B2 (en) 2005-09-08 2024-03-12 Apple Inc. Method and apparatus for building an intelligent automated assistant
US10318871B2 (en) 2005-09-08 2019-06-11 Apple Inc. Method and apparatus for building an intelligent automated assistant
US8930191B2 (en) 2006-09-08 2015-01-06 Apple Inc. Paraphrasing of user requests and results by automated digital assistant
US8942986B2 (en) 2006-09-08 2015-01-27 Apple Inc. Determining user intent based on ontologies of domains
US9117447B2 (en) 2006-09-08 2015-08-25 Apple Inc. Using event alert text as input to an automated assistant
US11671920B2 (en) 2007-04-03 2023-06-06 Apple Inc. Method and system for operating a multifunction portable electronic device using voice-activation
US10568032B2 (en) 2007-04-03 2020-02-18 Apple Inc. Method and system for operating a multi-function portable electronic device using voice-activation
US11023513B2 (en) 2007-12-20 2021-06-01 Apple Inc. Method and apparatus for searching using an active ontology
US10381016B2 (en) 2008-01-03 2019-08-13 Apple Inc. Methods and apparatus for altering audio output signals
US9330720B2 (en) 2008-01-03 2016-05-03 Apple Inc. Methods and apparatus for altering audio output signals
US9865248B2 (en) 2008-04-05 2018-01-09 Apple Inc. Intelligent text-to-speech conversion
US9626955B2 (en) 2008-04-05 2017-04-18 Apple Inc. Intelligent text-to-speech conversion
US10108612B2 (en) 2008-07-31 2018-10-23 Apple Inc. Mobile device having human language translation capability with positional feedback
US9535906B2 (en) 2008-07-31 2017-01-03 Apple Inc. Mobile device having human language translation capability with positional feedback
US10643611B2 (en) 2008-10-02 2020-05-05 Apple Inc. Electronic devices with voice command and contextual data processing capabilities
US11348582B2 (en) 2008-10-02 2022-05-31 Apple Inc. Electronic devices with voice command and contextual data processing capabilities
US9959870B2 (en) 2008-12-11 2018-05-01 Apple Inc. Speech recognition involving a mobile device
US10475446B2 (en) 2009-06-05 2019-11-12 Apple Inc. Using context information to facilitate processing of commands in a virtual assistant
US9858925B2 (en) 2009-06-05 2018-01-02 Apple Inc. Using context information to facilitate processing of commands in a virtual assistant
US10795541B2 (en) 2009-06-05 2020-10-06 Apple Inc. Intelligent organization of tasks items
US11080012B2 (en) 2009-06-05 2021-08-03 Apple Inc. Interface for a virtual digital assistant
US10283110B2 (en) 2009-07-02 2019-05-07 Apple Inc. Methods and apparatuses for automatic speech recognition
US10679605B2 (en) 2010-01-18 2020-06-09 Apple Inc. Hands-free list-reading by intelligent automated assistant
US9318108B2 (en) 2010-01-18 2016-04-19 Apple Inc. Intelligent automated assistant
US11423886B2 (en) 2010-01-18 2022-08-23 Apple Inc. Task flow identification based on user intent
US10705794B2 (en) 2010-01-18 2020-07-07 Apple Inc. Automatically adapting user interfaces for hands-free interaction
US10276170B2 (en) 2010-01-18 2019-04-30 Apple Inc. Intelligent automated assistant
US12087308B2 (en) 2010-01-18 2024-09-10 Apple Inc. Intelligent automated assistant
US8892446B2 (en) 2010-01-18 2014-11-18 Apple Inc. Service orchestration for intelligent automated assistant
US10741185B2 (en) 2010-01-18 2020-08-11 Apple Inc. Intelligent automated assistant
US10496753B2 (en) 2010-01-18 2019-12-03 Apple Inc. Automatically adapting user interfaces for hands-free interaction
US8903716B2 (en) 2010-01-18 2014-12-02 Apple Inc. Personalized vocabulary for digital assistant
US10706841B2 (en) 2010-01-18 2020-07-07 Apple Inc. Task flow identification based on user intent
US9548050B2 (en) 2010-01-18 2017-01-17 Apple Inc. Intelligent automated assistant
US10553209B2 (en) 2010-01-18 2020-02-04 Apple Inc. Systems and methods for hands-free notification summaries
US11410053B2 (en) 2010-01-25 2022-08-09 Newvaluexchange Ltd. Apparatuses, methods and systems for a digital conversation management platform
US12307383B2 (en) 2010-01-25 2025-05-20 Newvaluexchange Global Ai Llp Apparatuses, methods and systems for a digital conversation management platform
US10984327B2 (en) 2010-01-25 2021-04-20 New Valuexchange Ltd. Apparatuses, methods and systems for a digital conversation management platform
US10984326B2 (en) 2010-01-25 2021-04-20 Newvaluexchange Ltd. Apparatuses, methods and systems for a digital conversation management platform
US10607141B2 (en) 2010-01-25 2020-03-31 Newvaluexchange Ltd. Apparatuses, methods and systems for a digital conversation management platform
US10607140B2 (en) 2010-01-25 2020-03-31 Newvaluexchange Ltd. Apparatuses, methods and systems for a digital conversation management platform
US9633660B2 (en) 2010-02-25 2017-04-25 Apple Inc. User profiling for voice input processing
US10049675B2 (en) 2010-02-25 2018-08-14 Apple Inc. User profiling for voice input processing
US10692504B2 (en) 2010-02-25 2020-06-23 Apple Inc. User profiling for voice input processing
US10762293B2 (en) 2010-12-22 2020-09-01 Apple Inc. Using parts-of-speech tagging and named entity recognition for spelling correction
US9262612B2 (en) 2011-03-21 2016-02-16 Apple Inc. Device access using voice authentication
US10102359B2 (en) 2011-03-21 2018-10-16 Apple Inc. Device access using voice authentication
US10417405B2 (en) 2011-03-21 2019-09-17 Apple Inc. Device access using voice authentication
US10241644B2 (en) 2011-06-03 2019-03-26 Apple Inc. Actionable reminder entries
US10706373B2 (en) 2011-06-03 2020-07-07 Apple Inc. Performing actions associated with task items that represent tasks to perform
US11120372B2 (en) 2011-06-03 2021-09-14 Apple Inc. Performing actions associated with task items that represent tasks to perform
US10057736B2 (en) 2011-06-03 2018-08-21 Apple Inc. Active transport based notifications
US11350253B2 (en) 2011-06-03 2022-05-31 Apple Inc. Active transport based notifications
US9798393B2 (en) 2011-08-29 2017-10-24 Apple Inc. Text correction processing
US10241752B2 (en) 2011-09-30 2019-03-26 Apple Inc. Interface for a virtual digital assistant
US10134385B2 (en) 2012-03-02 2018-11-20 Apple Inc. Systems and methods for name pronunciation
US11069336B2 (en) 2012-03-02 2021-07-20 Apple Inc. Systems and methods for name pronunciation
US9483461B2 (en) 2012-03-06 2016-11-01 Apple Inc. Handling speech synthesis of content for multiple languages
US9953088B2 (en) 2012-05-14 2018-04-24 Apple Inc. Crowd sourcing information to fulfill user requests
US11321116B2 (en) 2012-05-15 2022-05-03 Apple Inc. Systems and methods for integrating third party services with a digital assistant
US11269678B2 (en) 2012-05-15 2022-03-08 Apple Inc. Systems and methods for integrating third party services with a digital assistant
US10079014B2 (en) 2012-06-08 2018-09-18 Apple Inc. Name recognition system
US9495129B2 (en) 2012-06-29 2016-11-15 Apple Inc. Device, method, and user interface for voice-activated navigation and browsing of a document
CN102830811A (zh) * 2012-08-21 2012-12-19 北京小米科技有限责任公司 一种移动终端输入法切换时内容匹配方法及装置
US9576574B2 (en) 2012-09-10 2017-02-21 Apple Inc. Context-sensitive handling of interruptions by intelligent digital assistant
US9971774B2 (en) 2012-09-19 2018-05-15 Apple Inc. Voice-based media searching
US10199051B2 (en) 2013-02-07 2019-02-05 Apple Inc. Voice trigger for a digital assistant
US10978090B2 (en) 2013-02-07 2021-04-13 Apple Inc. Voice trigger for a digital assistant
US10714117B2 (en) 2013-02-07 2020-07-14 Apple Inc. Voice trigger for a digital assistant
US11636869B2 (en) 2013-02-07 2023-04-25 Apple Inc. Voice trigger for a digital assistant
US12277954B2 (en) 2013-02-07 2025-04-15 Apple Inc. Voice trigger for a digital assistant
US11388291B2 (en) 2013-03-14 2022-07-12 Apple Inc. System and method for processing voicemail
US9368114B2 (en) 2013-03-14 2016-06-14 Apple Inc. Context-sensitive handling of interruptions
US11798547B2 (en) 2013-03-15 2023-10-24 Apple Inc. Voice activated device for use with a voice-based digital assistant
US9697822B1 (en) 2013-03-15 2017-07-04 Apple Inc. System and method for updating an adaptive speech recognition model
US9922642B2 (en) 2013-03-15 2018-03-20 Apple Inc. Training an at least partial voice command system
US9633674B2 (en) 2013-06-07 2017-04-25 Apple Inc. System and method for detecting errors in interactions with a voice-based digital assistant
US9620104B2 (en) 2013-06-07 2017-04-11 Apple Inc. System and method for user-specified pronunciation of words for speech synthesis and recognition
US9582608B2 (en) 2013-06-07 2017-02-28 Apple Inc. Unified ranking with entropy-weighted information for phrase-based semantic auto-completion
US9966060B2 (en) 2013-06-07 2018-05-08 Apple Inc. System and method for user-specified pronunciation of words for speech synthesis and recognition
US9966068B2 (en) 2013-06-08 2018-05-08 Apple Inc. Interpreting and acting upon commands that involve sharing information with remote devices
US10657961B2 (en) 2013-06-08 2020-05-19 Apple Inc. Interpreting and acting upon commands that involve sharing information with remote devices
US11048473B2 (en) 2013-06-09 2021-06-29 Apple Inc. Device, method, and graphical user interface for enabling conversation persistence across two or more instances of a digital assistant
US10769385B2 (en) 2013-06-09 2020-09-08 Apple Inc. System and method for inferring user intent from speech inputs
US11727219B2 (en) 2013-06-09 2023-08-15 Apple Inc. System and method for inferring user intent from speech inputs
US12073147B2 (en) 2013-06-09 2024-08-27 Apple Inc. Device, method, and graphical user interface for enabling conversation persistence across two or more instances of a digital assistant
US10176167B2 (en) 2013-06-09 2019-01-08 Apple Inc. System and method for inferring user intent from speech inputs
US10185542B2 (en) 2013-06-09 2019-01-22 Apple Inc. Device, method, and graphical user interface for enabling conversation persistence across two or more instances of a digital assistant
US9300784B2 (en) 2013-06-13 2016-03-29 Apple Inc. System and method for emergency calls initiated by voice command
US12010262B2 (en) 2013-08-06 2024-06-11 Apple Inc. Auto-activating smart responses based on activities from remote devices
US10791216B2 (en) 2013-08-06 2020-09-29 Apple Inc. Auto-activating smart responses based on activities from remote devices
US11314370B2 (en) 2013-12-06 2022-04-26 Apple Inc. Method for extracting salient dialog usage from live data
US9620105B2 (en) 2014-05-15 2017-04-11 Apple Inc. Analyzing audio input for efficient speech and music recognition
US10592095B2 (en) 2014-05-23 2020-03-17 Apple Inc. Instantaneous speaking of content on touch devices
US9502031B2 (en) 2014-05-27 2016-11-22 Apple Inc. Method for supporting dynamic grammars in WFST-based ASR
US10169329B2 (en) 2014-05-30 2019-01-01 Apple Inc. Exemplar-based natural language processing
US9715875B2 (en) 2014-05-30 2017-07-25 Apple Inc. Reducing the need for manual start/end-pointing and trigger phrases
US10878809B2 (en) 2014-05-30 2020-12-29 Apple Inc. Multi-command single utterance input method
US9966065B2 (en) 2014-05-30 2018-05-08 Apple Inc. Multi-command single utterance input method
US10289433B2 (en) 2014-05-30 2019-05-14 Apple Inc. Domain specific language for encoding assistant dialog
US10714095B2 (en) 2014-05-30 2020-07-14 Apple Inc. Intelligent assistant for home automation
US11670289B2 (en) 2014-05-30 2023-06-06 Apple Inc. Multi-command single utterance input method
US11699448B2 (en) 2014-05-30 2023-07-11 Apple Inc. Intelligent assistant for home automation
US9430463B2 (en) 2014-05-30 2016-08-30 Apple Inc. Exemplar-based natural language processing
US10170123B2 (en) 2014-05-30 2019-01-01 Apple Inc. Intelligent assistant for home automation
US9785630B2 (en) 2014-05-30 2017-10-10 Apple Inc. Text prediction using combined word N-gram and unigram language models
US11257504B2 (en) 2014-05-30 2022-02-22 Apple Inc. Intelligent assistant for home automation
US9633004B2 (en) 2014-05-30 2017-04-25 Apple Inc. Better resolution when referencing to concepts
US10417344B2 (en) 2014-05-30 2019-09-17 Apple Inc. Exemplar-based natural language processing
US10699717B2 (en) 2014-05-30 2020-06-30 Apple Inc. Intelligent assistant for home automation
US10497365B2 (en) 2014-05-30 2019-12-03 Apple Inc. Multi-command single utterance input method
US9760559B2 (en) 2014-05-30 2017-09-12 Apple Inc. Predictive text input
US9842101B2 (en) 2014-05-30 2017-12-12 Apple Inc. Predictive conversion of language input
US11810562B2 (en) 2014-05-30 2023-11-07 Apple Inc. Reducing the need for manual start/end-pointing and trigger phrases
US9734193B2 (en) 2014-05-30 2017-08-15 Apple Inc. Determining domain salience ranking from ambiguous words in natural speech
US10078631B2 (en) 2014-05-30 2018-09-18 Apple Inc. Entropy-guided text prediction using combined word and character n-gram language models
US10657966B2 (en) 2014-05-30 2020-05-19 Apple Inc. Better resolution when referencing to concepts
US10083690B2 (en) 2014-05-30 2018-09-25 Apple Inc. Better resolution when referencing to concepts
US10659851B2 (en) 2014-06-30 2020-05-19 Apple Inc. Real-time digital assistant knowledge updates
US9668024B2 (en) 2014-06-30 2017-05-30 Apple Inc. Intelligent automated assistant for TV user interactions
US11516537B2 (en) 2014-06-30 2022-11-29 Apple Inc. Intelligent automated assistant for TV user interactions
US9338493B2 (en) 2014-06-30 2016-05-10 Apple Inc. Intelligent automated assistant for TV user interactions
US10904611B2 (en) 2014-06-30 2021-01-26 Apple Inc. Intelligent automated assistant for TV user interactions
US10446141B2 (en) 2014-08-28 2019-10-15 Apple Inc. Automatic speech recognition based on user feedback
US10431204B2 (en) 2014-09-11 2019-10-01 Apple Inc. Method and apparatus for discovering trending terms in speech requests
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
US9606986B2 (en) 2014-09-29 2017-03-28 Apple Inc. Integrated word N-gram and class M-gram language models
US10438595B2 (en) 2014-09-30 2019-10-08 Apple Inc. Speaker identification and unsupervised speaker adaptation techniques
US9646609B2 (en) 2014-09-30 2017-05-09 Apple Inc. Caching apparatus for serving phonetic pronunciations
US10390213B2 (en) 2014-09-30 2019-08-20 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
US9668121B2 (en) 2014-09-30 2017-05-30 Apple Inc. Social reminders
US10453443B2 (en) 2014-09-30 2019-10-22 Apple Inc. Providing an indication of the suitability of speech recognition
US10074360B2 (en) 2014-09-30 2018-09-11 Apple Inc. Providing an indication of the suitability of speech recognition
US9986419B2 (en) 2014-09-30 2018-05-29 Apple Inc. Social reminders
US11556230B2 (en) 2014-12-02 2023-01-17 Apple Inc. Data detection
US10552013B2 (en) 2014-12-02 2020-02-04 Apple Inc. Data detection
US9711141B2 (en) 2014-12-09 2017-07-18 Apple Inc. Disambiguating heteronyms in speech synthesis
US11231904B2 (en) 2015-03-06 2022-01-25 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
US11842734B2 (en) 2015-03-08 2023-12-12 Apple Inc. Virtual assistant activation
US9886953B2 (en) 2015-03-08 2018-02-06 Apple Inc. Virtual assistant activation
US11087759B2 (en) 2015-03-08 2021-08-10 Apple Inc. Virtual assistant activation
US9721566B2 (en) 2015-03-08 2017-08-01 Apple Inc. Competing devices responding to voice triggers
US10311871B2 (en) 2015-03-08 2019-06-04 Apple Inc. Competing devices responding to voice triggers
US10529332B2 (en) 2015-03-08 2020-01-07 Apple Inc. Virtual assistant activation
US10930282B2 (en) 2015-03-08 2021-02-23 Apple Inc. Competing devices responding to voice triggers
US10567477B2 (en) 2015-03-08 2020-02-18 Apple Inc. Virtual assistant continuity
US9899019B2 (en) 2015-03-18 2018-02-20 Apple Inc. Systems and methods for structured stem and suffix language models
US9842105B2 (en) 2015-04-16 2017-12-12 Apple Inc. Parsimonious continuous-space phrase representations for natural language processing
US11468282B2 (en) 2015-05-15 2022-10-11 Apple Inc. Virtual assistant in a communication session
US11127397B2 (en) 2015-05-27 2021-09-21 Apple Inc. Device voice control
US11070949B2 (en) 2015-05-27 2021-07-20 Apple Inc. Systems and methods for proactively identifying and surfacing relevant content on an electronic device with a touch-sensitive display
US10083688B2 (en) 2015-05-27 2018-09-25 Apple Inc. Device voice control for selecting a displayed affordance
US10127220B2 (en) 2015-06-04 2018-11-13 Apple Inc. Language identification from short strings
US10681212B2 (en) 2015-06-05 2020-06-09 Apple Inc. Virtual assistant aided communication with 3rd party service in a communication session
US10356243B2 (en) 2015-06-05 2019-07-16 Apple Inc. Virtual assistant aided communication with 3rd party service in a communication session
US10101822B2 (en) 2015-06-05 2018-10-16 Apple Inc. Language input correction
US10255907B2 (en) 2015-06-07 2019-04-09 Apple Inc. Automatic accent detection using acoustic models
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
US11010127B2 (en) 2015-06-29 2021-05-18 Apple Inc. Virtual assistant for media playback
US11947873B2 (en) 2015-06-29 2024-04-02 Apple Inc. Virtual assistant for media playback
US10747498B2 (en) 2015-09-08 2020-08-18 Apple Inc. Zero latency digital assistant
US11809483B2 (en) 2015-09-08 2023-11-07 Apple Inc. Intelligent automated assistant for media search and playback
US11500672B2 (en) 2015-09-08 2022-11-15 Apple Inc. Distributed personal assistant
US11550542B2 (en) 2015-09-08 2023-01-10 Apple Inc. Zero latency digital assistant
US11853536B2 (en) 2015-09-08 2023-12-26 Apple Inc. Intelligent automated assistant in a media environment
US11126400B2 (en) 2015-09-08 2021-09-21 Apple Inc. Zero latency digital assistant
US10671428B2 (en) 2015-09-08 2020-06-02 Apple Inc. Distributed personal 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
US11526368B2 (en) 2015-11-06 2022-12-13 Apple Inc. Intelligent automated assistant in a messaging environment
US10691473B2 (en) 2015-11-06 2020-06-23 Apple Inc. Intelligent automated assistant in a messaging environment
US11886805B2 (en) 2015-11-09 2024-01-30 Apple Inc. Unconventional virtual assistant interactions
US10354652B2 (en) 2015-12-02 2019-07-16 Apple Inc. Applying neural network language models to weighted finite state transducers for automatic speech recognition
US10049668B2 (en) 2015-12-02 2018-08-14 Apple Inc. Applying neural network language models to weighted finite state transducers for automatic speech recognition
US10942703B2 (en) 2015-12-23 2021-03-09 Apple Inc. Proactive assistance based on dialog communication between devices
US10223066B2 (en) 2015-12-23 2019-03-05 Apple Inc. Proactive assistance based on dialog communication between devices
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
US11069347B2 (en) 2016-06-08 2021-07-20 Apple Inc. Intelligent automated assistant for media exploration
US10049663B2 (en) 2016-06-08 2018-08-14 Apple, Inc. Intelligent automated assistant for media exploration
US12223282B2 (en) 2016-06-09 2025-02-11 Apple Inc. Intelligent automated assistant in a home environment
US10354011B2 (en) 2016-06-09 2019-07-16 Apple Inc. Intelligent automated assistant in a home environment
US11037565B2 (en) 2016-06-10 2021-06-15 Apple Inc. Intelligent digital assistant in a multi-tasking environment
US10067938B2 (en) 2016-06-10 2018-09-04 Apple Inc. Multilingual word prediction
US10733993B2 (en) 2016-06-10 2020-08-04 Apple Inc. Intelligent digital assistant in a multi-tasking environment
US10509862B2 (en) 2016-06-10 2019-12-17 Apple Inc. Dynamic phrase expansion of language input
US11657820B2 (en) 2016-06-10 2023-05-23 Apple Inc. Intelligent digital assistant in a multi-tasking environment
US10490187B2 (en) 2016-06-10 2019-11-26 Apple Inc. Digital assistant providing automated status report
US10192552B2 (en) 2016-06-10 2019-01-29 Apple Inc. Digital assistant providing whispered speech
US11749275B2 (en) 2016-06-11 2023-09-05 Apple Inc. Application integration with a digital assistant
US11152002B2 (en) 2016-06-11 2021-10-19 Apple Inc. Application integration with a digital assistant
US10297253B2 (en) 2016-06-11 2019-05-21 Apple Inc. Application integration with a digital assistant
US10269345B2 (en) 2016-06-11 2019-04-23 Apple Inc. Intelligent task discovery
US10580409B2 (en) 2016-06-11 2020-03-03 Apple Inc. Application integration with a digital assistant
US11809783B2 (en) 2016-06-11 2023-11-07 Apple Inc. Intelligent device arbitration and control
US10942702B2 (en) 2016-06-11 2021-03-09 Apple Inc. Intelligent device arbitration and control
US10089072B2 (en) 2016-06-11 2018-10-02 Apple Inc. Intelligent device arbitration and control
US10521466B2 (en) 2016-06-11 2019-12-31 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
US10553215B2 (en) 2016-09-23 2020-02-04 Apple Inc. Intelligent automated assistant
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
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
US11656884B2 (en) 2017-01-09 2023-05-23 Apple Inc. Application integration with a digital assistant
US10417266B2 (en) 2017-05-09 2019-09-17 Apple Inc. Context-aware ranking of intelligent response suggestions
US10332518B2 (en) 2017-05-09 2019-06-25 Apple Inc. User interface for correcting recognition errors
US10741181B2 (en) 2017-05-09 2020-08-11 Apple Inc. User interface for correcting recognition errors
US10847142B2 (en) 2017-05-11 2020-11-24 Apple Inc. Maintaining privacy of personal information
US10755703B2 (en) 2017-05-11 2020-08-25 Apple Inc. Offline personal assistant
US11599331B2 (en) 2017-05-11 2023-03-07 Apple Inc. Maintaining privacy of personal information
US10395654B2 (en) 2017-05-11 2019-08-27 Apple Inc. Text normalization based on a data-driven learning network
US10726832B2 (en) 2017-05-11 2020-07-28 Apple Inc. Maintaining privacy of personal information
US11301477B2 (en) 2017-05-12 2022-04-12 Apple Inc. Feedback analysis of a digital assistant
US10789945B2 (en) 2017-05-12 2020-09-29 Apple Inc. Low-latency intelligent automated assistant
US11405466B2 (en) 2017-05-12 2022-08-02 Apple Inc. Synchronization and task delegation of a digital assistant
US11580990B2 (en) 2017-05-12 2023-02-14 Apple Inc. User-specific acoustic models
US11380310B2 (en) 2017-05-12 2022-07-05 Apple Inc. Low-latency intelligent automated assistant
US10791176B2 (en) 2017-05-12 2020-09-29 Apple Inc. Synchronization and task delegation of a digital assistant
US10410637B2 (en) 2017-05-12 2019-09-10 Apple Inc. User-specific acoustic models
US10810274B2 (en) 2017-05-15 2020-10-20 Apple Inc. Optimizing dialogue policy decisions for digital assistants using implicit feedback
US10482874B2 (en) 2017-05-15 2019-11-19 Apple Inc. Hierarchical belief states for digital assistants
US10748546B2 (en) 2017-05-16 2020-08-18 Apple Inc. Digital assistant services based on device capabilities
US11217255B2 (en) 2017-05-16 2022-01-04 Apple Inc. Far-field extension for digital assistant services
US11675829B2 (en) 2017-05-16 2023-06-13 Apple Inc. Intelligent automated assistant for media exploration
US10909171B2 (en) 2017-05-16 2021-02-02 Apple Inc. Intelligent automated assistant for media exploration
US10311144B2 (en) 2017-05-16 2019-06-04 Apple Inc. Emoji word sense disambiguation
US10403278B2 (en) 2017-05-16 2019-09-03 Apple Inc. Methods and systems for phonetic matching in digital assistant services
US12254887B2 (en) 2017-05-16 2025-03-18 Apple Inc. Far-field extension of digital assistant services for providing a notification of an event to a user
US11532306B2 (en) 2017-05-16 2022-12-20 Apple Inc. Detecting a trigger of a digital assistant
US10303715B2 (en) 2017-05-16 2019-05-28 Apple Inc. Intelligent automated assistant for media exploration
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
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
US11710482B2 (en) 2018-03-26 2023-07-25 Apple Inc. Natural assistant interaction
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
US11169616B2 (en) 2018-05-07 2021-11-09 Apple Inc. Raise to speak
US11487364B2 (en) 2018-05-07 2022-11-01 Apple Inc. Raise to speak
US11900923B2 (en) 2018-05-07 2024-02-13 Apple Inc. Intelligent automated assistant for delivering content from user experiences
US11854539B2 (en) 2018-05-07 2023-12-26 Apple Inc. Intelligent automated assistant for delivering content from user experiences
US10928918B2 (en) 2018-05-07 2021-02-23 Apple Inc. Raise to speak
US11145294B2 (en) 2018-05-07 2021-10-12 Apple Inc. Intelligent automated assistant for delivering content from user experiences
US10984780B2 (en) 2018-05-21 2021-04-20 Apple Inc. Global semantic word embeddings using bi-directional recurrent neural networks
US10984798B2 (en) 2018-06-01 2021-04-20 Apple Inc. Voice interaction at a primary device to access call functionality of a companion device
US10684703B2 (en) 2018-06-01 2020-06-16 Apple Inc. Attention aware virtual assistant dismissal
US11009970B2 (en) 2018-06-01 2021-05-18 Apple Inc. Attention aware virtual assistant dismissal
US11360577B2 (en) 2018-06-01 2022-06-14 Apple Inc. Attention aware virtual assistant dismissal
US11386266B2 (en) 2018-06-01 2022-07-12 Apple Inc. Text correction
US10892996B2 (en) 2018-06-01 2021-01-12 Apple Inc. Variable latency device coordination
US10403283B1 (en) 2018-06-01 2019-09-03 Apple Inc. Voice interaction at a primary device to access call functionality of a companion device
US10720160B2 (en) 2018-06-01 2020-07-21 Apple Inc. Voice interaction at a primary device to access call functionality of a companion device
US11431642B2 (en) 2018-06-01 2022-08-30 Apple Inc. Variable latency device coordination
US11495218B2 (en) 2018-06-01 2022-11-08 Apple Inc. Virtual assistant operation in multi-device environments
US12080287B2 (en) 2018-06-01 2024-09-03 Apple Inc. Voice interaction at a primary device to access call functionality of a companion device
US10504518B1 (en) 2018-06-03 2019-12-10 Apple Inc. Accelerated task performance
US10944859B2 (en) 2018-06-03 2021-03-09 Apple Inc. Accelerated task performance
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
US11462215B2 (en) 2018-09-28 2022-10-04 Apple Inc. Multi-modal inputs for voice commands
US10839159B2 (en) 2018-09-28 2020-11-17 Apple Inc. Named entity normalization in a spoken dialog system
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
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
US11475884B2 (en) 2019-05-06 2022-10-18 Apple Inc. Reducing digital assistant latency when a language is incorrectly determined
US11423908B2 (en) 2019-05-06 2022-08-23 Apple Inc. Interpreting spoken requests
US11307752B2 (en) 2019-05-06 2022-04-19 Apple Inc. User configurable task triggers
US11705130B2 (en) 2019-05-06 2023-07-18 Apple Inc. Spoken notifications
US11217251B2 (en) 2019-05-06 2022-01-04 Apple Inc. Spoken notifications
US11888791B2 (en) 2019-05-21 2024-01-30 Apple Inc. Providing message response suggestions
US11140099B2 (en) 2019-05-21 2021-10-05 Apple Inc. Providing message response suggestions
US11237797B2 (en) 2019-05-31 2022-02-01 Apple Inc. User activity shortcut suggestions
US11360739B2 (en) 2019-05-31 2022-06-14 Apple Inc. User activity shortcut suggestions
US11496600B2 (en) 2019-05-31 2022-11-08 Apple Inc. Remote execution of machine-learned models
US11657813B2 (en) 2019-05-31 2023-05-23 Apple Inc. Voice identification in digital assistant systems
US11289073B2 (en) 2019-05-31 2022-03-29 Apple Inc. Device text to speech
US11360641B2 (en) 2019-06-01 2022-06-14 Apple Inc. Increasing the relevance of new available information
US11488406B2 (en) 2019-09-25 2022-11-01 Apple Inc. Text detection using global geometry estimators
US11924254B2 (en) 2020-05-11 2024-03-05 Apple Inc. Digital assistant hardware abstraction
US11765209B2 (en) 2020-05-11 2023-09-19 Apple Inc. Digital assistant hardware abstraction
US11755276B2 (en) 2020-05-12 2023-09-12 Apple Inc. Reducing description length based on confidence
CN114036260A (zh) * 2021-11-09 2022-02-11 广州市百果园网络科技有限公司 敏感词的确定方法、装置、设备、存储介质及程序产品

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