KR101700466B1 - 재인식 및 통계적 분류를 이용하는 인식 기법 - Google Patents
재인식 및 통계적 분류를 이용하는 인식 기법 Download PDFInfo
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- KR101700466B1 KR101700466B1 KR1020117028895A KR20117028895A KR101700466B1 KR 101700466 B1 KR101700466 B1 KR 101700466B1 KR 1020117028895 A KR1020117028895 A KR 1020117028895A KR 20117028895 A KR20117028895 A KR 20117028895A KR 101700466 B1 KR101700466 B1 KR 101700466B1
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- South Korea
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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
- G10L15/28—Constructional details of speech recognition systems
- G10L15/32—Multiple recognisers used in sequence or in parallel; Score combination systems therefor, e.g. voting systems
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
- G06F16/2462—Approximate or statistical queries
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
- G06F11/3452—Performance evaluation by statistical analysis
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/10—Complex mathematical operations
- G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- 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
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
- G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
- G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
- G16C20/70—Machine learning, data mining or chemometrics
-
- 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
- G10L15/19—Grammatical context, e.g. disambiguation of the recognition hypotheses based on word sequence rules
-
- 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
- G10L2015/228—Procedures used during a speech recognition process, e.g. man-machine dialogue using non-speech characteristics of application context
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- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Software Systems (AREA)
- Data Mining & Analysis (AREA)
- Health & Medical Sciences (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Medical Informatics (AREA)
- Computational Linguistics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Mathematical Physics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Probability & Statistics with Applications (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Evolutionary Computation (AREA)
- Multimedia (AREA)
- Acoustics & Sound (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Human Computer Interaction (AREA)
- Artificial Intelligence (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Databases & Information Systems (AREA)
- Evolutionary Biology (AREA)
- Computing Systems (AREA)
- Computational Mathematics (AREA)
- Pure & Applied Mathematics (AREA)
- Mathematical Optimization (AREA)
- General Health & Medical Sciences (AREA)
- Mathematical Analysis (AREA)
- Chemical & Material Sciences (AREA)
- Bioethics (AREA)
- Fuzzy Systems (AREA)
- Computer Hardware Design (AREA)
- Algebra (AREA)
- Crystallography & Structural Chemistry (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Biophysics (AREA)
- Epidemiology (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US12/477,918 US8930179B2 (en) | 2009-06-04 | 2009-06-04 | Recognition using re-recognition and statistical classification |
| US12/477,918 | 2009-06-04 | ||
| PCT/US2010/036964 WO2010141513A2 (en) | 2009-06-04 | 2010-06-01 | Recognition using re-recognition and statistical classification |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| KR20120029413A KR20120029413A (ko) | 2012-03-26 |
| KR101700466B1 true KR101700466B1 (ko) | 2017-01-26 |
Family
ID=43298454
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020117028895A Expired - Fee Related KR101700466B1 (ko) | 2009-06-04 | 2010-06-01 | 재인식 및 통계적 분류를 이용하는 인식 기법 |
Country Status (10)
| Country | Link |
|---|---|
| US (1) | US8930179B2 (enExample) |
| EP (1) | EP2438533B1 (enExample) |
| JP (2) | JP2012529080A (enExample) |
| KR (1) | KR101700466B1 (enExample) |
| CN (1) | CN102460423B (enExample) |
| AU (1) | AU2010256788B2 (enExample) |
| BR (1) | BRPI1014550B1 (enExample) |
| CA (1) | CA2760992C (enExample) |
| RU (1) | RU2571519C2 (enExample) |
| WO (1) | WO2010141513A2 (enExample) |
Families Citing this family (36)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2011033680A (ja) * | 2009-07-30 | 2011-02-17 | Sony Corp | 音声処理装置及び方法、並びにプログラム |
| US9711167B2 (en) * | 2012-03-13 | 2017-07-18 | Nice Ltd. | System and method for real-time speaker segmentation of audio interactions |
| US9093076B2 (en) * | 2012-04-30 | 2015-07-28 | 2236008 Ontario Inc. | Multipass ASR controlling multiple applications |
| US9431012B2 (en) | 2012-04-30 | 2016-08-30 | 2236008 Ontario Inc. | Post processing of natural language automatic speech recognition |
| KR20140082157A (ko) * | 2012-12-24 | 2014-07-02 | 한국전자통신연구원 | 다중 음향 모델을 이용하여 음성을 인식하기 위한 장치 및 그 방법 |
| CN103077718B (zh) * | 2013-01-09 | 2015-11-25 | 华为终端有限公司 | 语音处理方法、系统和终端 |
| US10067934B1 (en) | 2013-02-22 | 2018-09-04 | The Directv Group, Inc. | Method and system for generating dynamic text responses for display after a search |
| US20140365218A1 (en) * | 2013-06-07 | 2014-12-11 | Microsoft Corporation | Language model adaptation using result selection |
| US9728184B2 (en) | 2013-06-18 | 2017-08-08 | Microsoft Technology Licensing, Llc | Restructuring deep neural network acoustic models |
| US9311298B2 (en) | 2013-06-21 | 2016-04-12 | Microsoft Technology Licensing, Llc | Building conversational understanding systems using a toolset |
| US9589565B2 (en) | 2013-06-21 | 2017-03-07 | Microsoft Technology Licensing, Llc | Environmentally aware dialog policies and response generation |
| US9324321B2 (en) | 2014-03-07 | 2016-04-26 | Microsoft Technology Licensing, Llc | Low-footprint adaptation and personalization for a deep neural network |
| US9529794B2 (en) | 2014-03-27 | 2016-12-27 | Microsoft Technology Licensing, Llc | Flexible schema for language model customization |
| EP2933067B1 (en) * | 2014-04-17 | 2019-09-18 | Softbank Robotics Europe | Method of performing multi-modal dialogue between a humanoid robot and user, computer program product and humanoid robot for implementing said method |
| US9614724B2 (en) | 2014-04-21 | 2017-04-04 | Microsoft Technology Licensing, Llc | Session-based device configuration |
| US9520127B2 (en) | 2014-04-29 | 2016-12-13 | Microsoft Technology Licensing, Llc | Shared hidden layer combination for speech recognition systems |
| US10111099B2 (en) | 2014-05-12 | 2018-10-23 | Microsoft Technology Licensing, Llc | Distributing content in managed wireless distribution networks |
| US9384335B2 (en) | 2014-05-12 | 2016-07-05 | Microsoft Technology Licensing, Llc | Content delivery prioritization in managed wireless distribution networks |
| US9384334B2 (en) | 2014-05-12 | 2016-07-05 | Microsoft Technology Licensing, Llc | Content discovery in managed wireless distribution networks |
| US9430667B2 (en) | 2014-05-12 | 2016-08-30 | Microsoft Technology Licensing, Llc | Managed wireless distribution network |
| US9874914B2 (en) | 2014-05-19 | 2018-01-23 | Microsoft Technology Licensing, Llc | Power management contracts for accessory devices |
| US10037202B2 (en) | 2014-06-03 | 2018-07-31 | Microsoft Technology Licensing, Llc | Techniques to isolating a portion of an online computing service |
| US9367490B2 (en) | 2014-06-13 | 2016-06-14 | Microsoft Technology Licensing, Llc | Reversible connector for accessory devices |
| US9786276B2 (en) * | 2014-08-25 | 2017-10-10 | Honeywell International Inc. | Speech enabled management system |
| KR102365757B1 (ko) * | 2015-09-09 | 2022-02-18 | 삼성전자주식회사 | 인식 장치, 인식 방법 및 협업 처리 장치 |
| US20180366123A1 (en) * | 2015-12-01 | 2018-12-20 | Nuance Communications, Inc. | Representing Results From Various Speech Services as a Unified Conceptual Knowledge Base |
| KR102019757B1 (ko) * | 2015-12-15 | 2019-09-10 | 한국전자통신연구원 | 언어 분석 오류 보정 장치 및 방법 |
| DE102016005629B4 (de) * | 2016-05-06 | 2020-06-25 | Audi Ag | Kraftfahrzeug-Bedienvorrichtung und Verfahren zum Ermitteln zumindest eines Erkennungsergebnisses zu einem Sprachsignal |
| JP2018191145A (ja) * | 2017-05-08 | 2018-11-29 | オリンパス株式会社 | 収音装置、収音方法、収音プログラム及びディクテーション方法 |
| CN107437414A (zh) * | 2017-07-17 | 2017-12-05 | 镇江市高等专科学校 | 基于嵌入式gpu系统的并行化游客识别方法 |
| CN107943452B (zh) * | 2017-11-20 | 2020-07-14 | 中国运载火箭技术研究院 | 一种多用户协同开发的体系结构设计平台 |
| CN112005207B (zh) | 2018-10-18 | 2025-04-11 | 惠普发展公司,有限责任合伙企业 | 存储创建用于传输到服务器的数据统计分析的机器可读指令的非暂时性计算机可读介质 |
| JP7038919B2 (ja) * | 2019-08-01 | 2022-03-18 | 三菱電機株式会社 | 多言語音声認識装置および多言語音声認識方法 |
| US11238884B2 (en) * | 2019-10-04 | 2022-02-01 | Red Box Recorders Limited | Systems and methods for recording quality driven communication management |
| US11961511B2 (en) | 2019-11-08 | 2024-04-16 | Vail Systems, Inc. | System and method for disambiguation and error resolution in call transcripts |
| JP6786005B1 (ja) * | 2020-04-09 | 2020-11-18 | 日鉄エンジニアリング株式会社 | 情報出力装置、情報出力システム、情報出力方法、プログラム、サーバ装置及びデータ出力方法 |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20070050413A1 (en) | 2000-03-21 | 2007-03-01 | Kominek John M | System and Method for the Transformation and Canonicalization of Semantically Structured Data |
Family Cites Families (20)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS6265089A (ja) | 1985-09-18 | 1987-03-24 | 株式会社リコー | 音声認識装置 |
| JPS6346496A (ja) | 1986-04-04 | 1988-02-27 | 株式会社リコー | 音声認識装置 |
| US5390279A (en) * | 1992-12-31 | 1995-02-14 | Apple Computer, Inc. | Partitioning speech rules by context for speech recognition |
| US5677990A (en) * | 1995-05-05 | 1997-10-14 | Panasonic Technologies, Inc. | System and method using N-best strategy for real time recognition of continuously spelled names |
| US6122613A (en) * | 1997-01-30 | 2000-09-19 | Dragon Systems, Inc. | Speech recognition using multiple recognizers (selectively) applied to the same input sample |
| US7082391B1 (en) * | 1998-07-14 | 2006-07-25 | Intel Corporation | Automatic speech recognition |
| US6434524B1 (en) * | 1998-09-09 | 2002-08-13 | One Voice Technologies, Inc. | Object interactive user interface using speech recognition and natural language processing |
| JP2000181487A (ja) | 1998-12-14 | 2000-06-30 | Toshiba Tec Corp | 音声認識装置 |
| DE19910234A1 (de) | 1999-03-09 | 2000-09-21 | Philips Corp Intellectual Pty | Verfahren mit mehreren Spracherkennern |
| US6526380B1 (en) | 1999-03-26 | 2003-02-25 | Koninklijke Philips Electronics N.V. | Speech recognition system having parallel large vocabulary recognition engines |
| JP2001249684A (ja) * | 2000-03-02 | 2001-09-14 | Sony Corp | 音声認識装置および音声認識方法、並びに記録媒体 |
| US6973429B2 (en) * | 2000-12-04 | 2005-12-06 | A9.Com, Inc. | Grammar generation for voice-based searches |
| US7409349B2 (en) * | 2001-05-04 | 2008-08-05 | Microsoft Corporation | Servers for web enabled speech recognition |
| JP2003029783A (ja) | 2001-07-17 | 2003-01-31 | Oki Electric Ind Co Ltd | 音声認識制御方式 |
| US20030149566A1 (en) | 2002-01-02 | 2003-08-07 | Esther Levin | System and method for a spoken language interface to a large database of changing records |
| US7184957B2 (en) * | 2002-09-25 | 2007-02-27 | Toyota Infotechnology Center Co., Ltd. | Multiple pass speech recognition method and system |
| DE602005026949D1 (de) | 2004-01-12 | 2011-04-28 | Voice Signal Technologies Inc | Normierung von cepstralen Merkmalen für die Spracherkennung |
| JP2006039382A (ja) | 2004-07-29 | 2006-02-09 | Nissan Motor Co Ltd | 音声認識装置 |
| US7747437B2 (en) | 2004-12-16 | 2010-06-29 | Nuance Communications, Inc. | N-best list rescoring in speech recognition |
| US8364481B2 (en) * | 2008-07-02 | 2013-01-29 | Google Inc. | Speech recognition with parallel recognition tasks |
-
2009
- 2009-06-04 US US12/477,918 patent/US8930179B2/en active Active
-
2010
- 2010-06-01 EP EP10783961.5A patent/EP2438533B1/en active Active
- 2010-06-01 JP JP2012514054A patent/JP2012529080A/ja active Pending
- 2010-06-01 CA CA2760992A patent/CA2760992C/en active Active
- 2010-06-01 KR KR1020117028895A patent/KR101700466B1/ko not_active Expired - Fee Related
- 2010-06-01 RU RU2011149321/08A patent/RU2571519C2/ru active
- 2010-06-01 BR BRPI1014550A patent/BRPI1014550B1/pt active IP Right Grant
- 2010-06-01 AU AU2010256788A patent/AU2010256788B2/en active Active
- 2010-06-01 CN CN201080025833.3A patent/CN102460423B/zh active Active
- 2010-06-01 WO PCT/US2010/036964 patent/WO2010141513A2/en not_active Ceased
-
2015
- 2015-10-13 JP JP2015202120A patent/JP2016026326A/ja active Pending
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20070050413A1 (en) | 2000-03-21 | 2007-03-01 | Kominek John M | System and Method for the Transformation and Canonicalization of Semantically Structured Data |
Also Published As
| Publication number | Publication date |
|---|---|
| CA2760992C (en) | 2017-04-25 |
| BRPI1014550B1 (pt) | 2020-05-05 |
| KR20120029413A (ko) | 2012-03-26 |
| AU2010256788A1 (en) | 2011-11-17 |
| RU2571519C2 (ru) | 2015-12-20 |
| US20100312546A1 (en) | 2010-12-09 |
| EP2438533A2 (en) | 2012-04-11 |
| WO2010141513A2 (en) | 2010-12-09 |
| JP2016026326A (ja) | 2016-02-12 |
| BRPI1014550A2 (pt) | 2016-04-05 |
| JP2012529080A (ja) | 2012-11-15 |
| EP2438533A4 (en) | 2016-05-11 |
| US8930179B2 (en) | 2015-01-06 |
| CA2760992A1 (en) | 2010-12-09 |
| WO2010141513A3 (en) | 2011-03-03 |
| CN102460423A (zh) | 2012-05-16 |
| AU2010256788B2 (en) | 2014-09-11 |
| CN102460423B (zh) | 2015-09-09 |
| RU2011149321A (ru) | 2013-06-10 |
| EP2438533B1 (en) | 2019-01-23 |
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