RU2016149498A - Моделирование контекста сеанса для систем понимания разговорной речи - Google Patents
Моделирование контекста сеанса для систем понимания разговорной речи Download PDFInfo
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- RU2016149498A RU2016149498A RU2016149498A RU2016149498A RU2016149498A RU 2016149498 A RU2016149498 A RU 2016149498A RU 2016149498 A RU2016149498 A RU 2016149498A RU 2016149498 A RU2016149498 A RU 2016149498A RU 2016149498 A RU2016149498 A RU 2016149498A
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- 230000007704 transition Effects 0.000 claims 7
- 238000000034 method Methods 0.000 claims 4
- 238000004590 computer program Methods 0.000 claims 1
- 230000003993 interaction Effects 0.000 claims 1
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/40—Processing or translation of natural language
- G06F40/42—Data-driven translation
- G06F40/47—Machine-assisted translation, e.g. using translation memory
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/60—Information retrieval; Database structures therefor; File system structures therefor of audio data
- G06F16/63—Querying
- G06F16/635—Filtering based on additional data, e.g. user or group profiles
- G06F16/637—Administration of user profiles, e.g. generation, initialization, adaptation or distribution
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/40—Processing or translation of natural language
- G06F40/42—Data-driven translation
- G06F40/44—Statistical methods, e.g. probability models
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/08—Speech classification or search
- G10L15/18—Speech classification or search using natural language modelling
- G10L15/183—Speech classification or search using natural language modelling using context dependencies, e.g. language models
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
- G10L2015/226—Procedures used during a speech recognition process, e.g. man-machine dialogue using non-speech characteristics
- G10L2015/227—Procedures used during a speech recognition process, e.g. man-machine dialogue using non-speech characteristics of the speaker; Human-factor methodology
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- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Artificial Intelligence (AREA)
- Health & Medical Sciences (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Computational Linguistics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Multimedia (AREA)
- Acoustics & Sound (AREA)
- Human Computer Interaction (AREA)
- General Health & Medical Sciences (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- Probability & Statistics with Applications (AREA)
- Information Transfer Between Computers (AREA)
- Machine Translation (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Claims (10)
1. Один или более считываемых компьютером носителей с воплощенными на них исполняемыми компьютером инструкциями, которые при исполнении вычислительной системой, содержащей процессор и запоминающее устройство, побуждают вычислительную систему выполнить способ для предоставления модели языка, приспособленной к контексту сеанса на основе истории пользователя, причем способ содержит этапы, на которых:
принимают информацию об истории использования, содержащую одну или более последовательностей событий взаимодействия с пользователем;
определяют вероятное намерение пользователя, соответствующее событию, для каждого события в одной или более последовательностях;
определяют набор вероятностей переходов намерений на основе вероятных намерений пользователя, определенных для каждого события; и
используют набор вероятностей переходов намерений для формирования персонализированной для пользователя модели языка.
2. Один или более считываемых компьютером носителей по п. 1, при этом информация об истории использования содержит один или более журналов сеансов пользователя.
3. Один или более считываемых компьютером носителей по п. 1, при этом каждая вероятность перехода в наборе вероятностей переходов представляет собой правдоподобие перехода от первого намерения, соответствующего первому событию в первой последовательности из одной или более последовательностей, ко второму намерению, соответствующему второму событию в первой последовательности в одной или более последовательностях.
4. Один или более считываемых компьютером носителей по п. 1, при этом предоставленная модель языка интерполируется по меньшей мере частично на основе подмножества вероятностей переходов намерений в наборе вероятностей переходов намерений.
5. Вычислительная система, сконфигурированная для выполнения способа по п. 1.
6. Модули компьютерной программы для исполнения способа по п. 1 в вычислительной системе.
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US14/308,174 US20150370787A1 (en) | 2014-06-18 | 2014-06-18 | Session Context Modeling For Conversational Understanding Systems |
US14/308,174 | 2014-06-18 | ||
PCT/US2015/036116 WO2015195729A1 (en) | 2014-06-18 | 2015-06-17 | Session context modeling for conversational understanding systems |
Publications (3)
Publication Number | Publication Date |
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RU2016149498A true RU2016149498A (ru) | 2018-06-20 |
RU2016149498A3 RU2016149498A3 (ru) | 2019-01-30 |
RU2693184C2 RU2693184C2 (ru) | 2019-07-01 |
Family
ID=53541902
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
RU2016149498A RU2693184C2 (ru) | 2014-06-18 | 2015-06-17 | Моделирование контекста сеанса для систем понимания разговорной речи |
Country Status (7)
Country | Link |
---|---|
US (1) | US20150370787A1 (ru) |
EP (1) | EP3158559B1 (ru) |
JP (1) | JP6657124B2 (ru) |
CN (1) | CN106575503B (ru) |
BR (1) | BR112016028797A2 (ru) |
RU (1) | RU2693184C2 (ru) |
WO (1) | WO2015195729A1 (ru) |
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