CN100589180C - 使用切换状态空间模型的多模变分推导的语音识别方法 - Google Patents
使用切换状态空间模型的多模变分推导的语音识别方法 Download PDFInfo
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- CN100589180C CN100589180C CN200510005936A CN200510005936A CN100589180C CN 100589180 C CN100589180 C CN 100589180C CN 200510005936 A CN200510005936 A CN 200510005936A CN 200510005936 A CN200510005936 A CN 200510005936A CN 100589180 C CN100589180 C CN 100589180C
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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
- G10L15/08—Speech classification or search
- G10L15/14—Speech classification or search using statistical models, e.g. Hidden Markov Models [HMMs]
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B29—WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL
- B29L—INDEXING SCHEME ASSOCIATED WITH SUBCLASS B29C, RELATING TO PARTICULAR ARTICLES
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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
- G10L15/063—Training
- G10L2015/0638—Interactive procedures
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Abstract
Description
Claims (13)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US10/760,937 | 2004-01-20 | ||
US10/760,937 US7480615B2 (en) | 2004-01-20 | 2004-01-20 | Method of speech recognition using multimodal variational inference with switching state space models |
Publications (2)
Publication Number | Publication Date |
---|---|
CN1645476A CN1645476A (zh) | 2005-07-27 |
CN100589180C true CN100589180C (zh) | 2010-02-10 |
Family
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Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
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CN200510005936A Expired - Fee Related CN100589180C (zh) | 2004-01-20 | 2005-01-20 | 使用切换状态空间模型的多模变分推导的语音识别方法 |
Country Status (7)
Country | Link |
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US (1) | US7480615B2 (zh) |
EP (2) | EP1557823B1 (zh) |
JP (1) | JP2005208648A (zh) |
KR (1) | KR101120765B1 (zh) |
CN (1) | CN100589180C (zh) |
AT (2) | ATE450031T1 (zh) |
DE (2) | DE602005000603T2 (zh) |
Families Citing this family (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7912717B1 (en) | 2004-11-18 | 2011-03-22 | Albert Galick | Method for uncovering hidden Markov models |
US8990081B2 (en) * | 2008-09-19 | 2015-03-24 | Newsouth Innovations Pty Limited | Method of analysing an audio signal |
CN102087517A (zh) * | 2010-07-19 | 2011-06-08 | 长春理工大学 | 一种减小速度插补误差的方法及硬件系统 |
US9785613B2 (en) * | 2011-12-19 | 2017-10-10 | Cypress Semiconductor Corporation | Acoustic processing unit interface for determining senone scores using a greater clock frequency than that corresponding to received audio |
CN103971685B (zh) * | 2013-01-30 | 2015-06-10 | 腾讯科技(深圳)有限公司 | 语音命令识别方法和系统 |
US20160063990A1 (en) * | 2014-08-26 | 2016-03-03 | Honeywell International Inc. | Methods and apparatus for interpreting clipped speech using speech recognition |
US10474770B2 (en) * | 2014-08-27 | 2019-11-12 | Nec Corporation | Simulation device, simulation method, and memory medium |
KR102413692B1 (ko) | 2015-07-24 | 2022-06-27 | 삼성전자주식회사 | 음성 인식을 위한 음향 점수 계산 장치 및 방법, 음성 인식 장치 및 방법, 전자 장치 |
KR102192678B1 (ko) | 2015-10-16 | 2020-12-17 | 삼성전자주식회사 | 음향 모델 입력 데이터의 정규화 장치 및 방법과, 음성 인식 장치 |
US9959872B2 (en) | 2015-12-14 | 2018-05-01 | International Business Machines Corporation | Multimodal speech recognition for real-time video audio-based display indicia application |
CN107395467B (zh) | 2017-06-21 | 2021-08-17 | 北京小米移动软件有限公司 | 智能家居的初始化方法及装置 |
CN108597540A (zh) * | 2018-04-11 | 2018-09-28 | 南京信息工程大学 | 一种基于变分模态分解和极限学习机的语音情感识别方法 |
CN111833867B (zh) * | 2020-06-08 | 2023-12-05 | 北京嘀嘀无限科技发展有限公司 | 语音指令识别方法、装置、可读存储介质和电子设备 |
Family Cites Families (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5027406A (en) * | 1988-12-06 | 1991-06-25 | Dragon Systems, Inc. | Method for interactive speech recognition and training |
US5202952A (en) * | 1990-06-22 | 1993-04-13 | Dragon Systems, Inc. | Large-vocabulary continuous speech prefiltering and processing system |
US5864810A (en) * | 1995-01-20 | 1999-01-26 | Sri International | Method and apparatus for speech recognition adapted to an individual speaker |
US5778341A (en) * | 1996-01-26 | 1998-07-07 | Lucent Technologies Inc. | Method of speech recognition using decoded state sequences having constrained state likelihoods |
US5960395A (en) * | 1996-02-09 | 1999-09-28 | Canon Kabushiki Kaisha | Pattern matching method, apparatus and computer readable memory medium for speech recognition using dynamic programming |
JP4042176B2 (ja) * | 1997-03-11 | 2008-02-06 | 三菱電機株式会社 | 音声認識方式 |
US6226612B1 (en) * | 1998-01-30 | 2001-05-01 | Motorola, Inc. | Method of evaluating an utterance in a speech recognition system |
US6678658B1 (en) * | 1999-07-09 | 2004-01-13 | The Regents Of The University Of California | Speech processing using conditional observable maximum likelihood continuity mapping |
US6591146B1 (en) * | 1999-09-16 | 2003-07-08 | Hewlett-Packard Development Company L.C. | Method for learning switching linear dynamic system models from data |
US6950796B2 (en) * | 2001-11-05 | 2005-09-27 | Motorola, Inc. | Speech recognition by dynamical noise model adaptation |
US6990447B2 (en) * | 2001-11-15 | 2006-01-24 | Microsoft Corportion | Method and apparatus for denoising and deverberation using variational inference and strong speech models |
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2004
- 2004-01-20 US US10/760,937 patent/US7480615B2/en not_active Expired - Fee Related
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2005
- 2005-01-13 DE DE602005000603T patent/DE602005000603T2/de active Active
- 2005-01-13 EP EP05000586A patent/EP1557823B1/en not_active Not-in-force
- 2005-01-13 DE DE602005017871T patent/DE602005017871D1/de active Active
- 2005-01-13 EP EP06013383A patent/EP1701337B1/en not_active Not-in-force
- 2005-01-13 AT AT06013383T patent/ATE450031T1/de not_active IP Right Cessation
- 2005-01-13 AT AT05000586T patent/ATE355589T1/de not_active IP Right Cessation
- 2005-01-19 JP JP2005011840A patent/JP2005208648A/ja active Pending
- 2005-01-20 CN CN200510005936A patent/CN100589180C/zh not_active Expired - Fee Related
- 2005-01-20 KR KR1020050005342A patent/KR101120765B1/ko active IP Right Grant
Non-Patent Citations (2)
Title |
---|
Variational Learning for switching state-space models. Zoubin.Neural computation,Vol.12 No.4. 2000 |
Variational Learning for switching state-space models. Zoubin.Neural computation,Vol.12 No.4. 2000 * |
Also Published As
Publication number | Publication date |
---|---|
US20050159951A1 (en) | 2005-07-21 |
ATE355589T1 (de) | 2006-03-15 |
JP2005208648A (ja) | 2005-08-04 |
KR20050076696A (ko) | 2005-07-26 |
EP1557823B1 (en) | 2007-02-28 |
EP1701337A2 (en) | 2006-09-13 |
DE602005000603T2 (de) | 2007-06-21 |
DE602005017871D1 (de) | 2010-01-07 |
EP1557823A2 (en) | 2005-07-27 |
EP1701337B1 (en) | 2009-11-25 |
EP1557823A3 (en) | 2005-08-24 |
US7480615B2 (en) | 2009-01-20 |
DE602005000603D1 (de) | 2007-04-12 |
KR101120765B1 (ko) | 2012-03-23 |
CN1645476A (zh) | 2005-07-27 |
ATE450031T1 (de) | 2009-12-15 |
EP1701337A3 (en) | 2007-09-05 |
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