ES2169432T3 - Procedimiento para la adaptacion de un modelo de sonido hidden markov en un sistema de reconocimiento de voz. - Google Patents
Procedimiento para la adaptacion de un modelo de sonido hidden markov en un sistema de reconocimiento de voz.Info
- Publication number
- ES2169432T3 ES2169432T3 ES97944692T ES97944692T ES2169432T3 ES 2169432 T3 ES2169432 T3 ES 2169432T3 ES 97944692 T ES97944692 T ES 97944692T ES 97944692 T ES97944692 T ES 97944692T ES 2169432 T3 ES2169432 T3 ES 2169432T3
- Authority
- ES
- Spain
- Prior art keywords
- adaptation
- procedure
- markov models
- hidden markov
- models
- 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.)
- Expired - Lifetime
Links
- 230000006978 adaptation Effects 0.000 title abstract 5
- 238000000034 method Methods 0.000 title abstract 3
- 238000006073 displacement reaction Methods 0.000 abstract 1
- 230000002650 habitual effect Effects 0.000 abstract 1
Classifications
-
- 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
- G10L15/065—Adaptation
-
- 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
- G10L15/005—Language recognition
-
- 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]
- G10L15/142—Hidden Markov Models [HMMs]
- G10L15/144—Training of HMMs
-
- 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
- G10L2015/0631—Creating reference templates; Clustering
-
- 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
- G10L2015/0635—Training updating or merging of old and new templates; Mean values; Weighting
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Computational Linguistics (AREA)
- Health & Medical Sciences (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Human Computer Interaction (AREA)
- Acoustics & Sound (AREA)
- Multimedia (AREA)
- Artificial Intelligence (AREA)
- Probability & Statistics with Applications (AREA)
- Machine Translation (AREA)
- Character Discrimination (AREA)
- Document Processing Apparatus (AREA)
- Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)
- Measuring Volume Flow (AREA)
- Image Analysis (AREA)
Abstract
LA INVENCION SE REFIERE A UN PROCEDIMIENTO PARA ADAPTACION DE UN LIBRO (CB) DE CODIGO DISPONIBLE GENERALMENTE PARA APLICACIONES ESPECIALES CON UN SISTEMA DE RECONOCIMIENTO DE VOZ DEL MODELO SONORO MARKOV OCULTO. ESTAS APLICACIONES SE DEFINEN MEDIANTE UN DICCIONARIO (LEX) CAMBIADO POR EL UTILIZADOR. LA ADAPTACION (ADAP) SE REALIZA DURANTE LA OPERACION Y TIENE LUGAR POR MEDIO DE UN DESPLAZAMIENTO DEL VECTOR DEL PUNTO MEDIO ALMACENADO DE LAS DISTRIBUCIONES DE DENSIDAD DE PROBABILIDAD DE MODELOS MARKOV, EN LA DIRECCION DE UN VECTOR CARACTERISTICO CONOCIDO DE EXPRESIONES DE VOZ SONORAS Y CON RELACION A LOS MODELOS MARKOV OCULTOS ESPECIALMENTE UTILIZADOS. EN COMPARACION CON LAS TACTICAS HABITUALES, LA INVENCION TIENE LA VENTAJA DE QUE LO REALIZA ON-LINE Y QUE DISPONE DE UNA CUOTA DE RECONOCIMIENTO MUY ALTA CON UN COSTE REDUCIDO DE ORDENADOR. ADICIONALMENTE SE EVITAN LOS COSTES DE ADIESTRAMIENTO DE MODELOS SONOROS ESPECIALES PARA APLICACIONES CORRESPONDIENTES. MEDIANTE UTILIZACION DE MODELOS MARKOV OCULTOS A PARTIR DE FENOMENOS MULTILINGUALES, EN DONDE SE UTILIZAN SIMILARIDADES SONORAS A TRAVES DE VARIAS LENGUAS, PUEDE SEGUIR CON ELLO UNA ADAPTACION AUTOMATICA A LENGUAS EXTRAÑAS. SE TIENE EN CUENTA TANTO LAS CARACTERISTICAS ESPECIFICAS DEL LENGUAJE COMO LAS DEPENDIENTES DEL IDIOMA EN ESTE PROCEDIMIENTO PARA UNA MODERNIZACION FONETICA ACUSTICA, A FIN DE DETERMINAR LAS DENSIDADES DE PROBABILIDAD PARA DIFERENTES MODELOS SONOROS MARKOV OCULTOS EN IDIOMAS DIFERENTES.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
DE19636739A DE19636739C1 (de) | 1996-09-10 | 1996-09-10 | Verfahren zur Mehrsprachenverwendung eines hidden Markov Lautmodelles in einem Spracherkennungssystem |
DE19640586 | 1996-10-01 |
Publications (1)
Publication Number | Publication Date |
---|---|
ES2169432T3 true ES2169432T3 (es) | 2002-07-01 |
Family
ID=26029219
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
ES97944692T Expired - Lifetime ES2169432T3 (es) | 1996-09-10 | 1997-09-10 | Procedimiento para la adaptacion de un modelo de sonido hidden markov en un sistema de reconocimiento de voz. |
Country Status (9)
Country | Link |
---|---|
US (1) | US6460017B1 (es) |
EP (1) | EP0925579B1 (es) |
JP (1) | JP2001503154A (es) |
CN (1) | CN1237259A (es) |
AT (1) | ATE209814T1 (es) |
BR (1) | BR9712979A (es) |
DE (1) | DE59705581D1 (es) |
ES (1) | ES2169432T3 (es) |
WO (1) | WO1998011534A1 (es) |
Families Citing this family (37)
Publication number | Priority date | Publication date | Assignee | Title |
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DE59904741D1 (de) * | 1998-05-11 | 2003-04-30 | Siemens Ag | Anordnung und verfahren zur erkennung eines vorgegebenen wortschatzes in gesprochener sprache durch einen rechner |
US6085160A (en) * | 1998-07-10 | 2000-07-04 | Lernout & Hauspie Speech Products N.V. | Language independent speech recognition |
KR100415217B1 (ko) * | 1998-09-09 | 2004-01-16 | 아사히 가세이 가부시키가이샤 | 음성인식 장치 |
IT1310154B1 (it) * | 1999-09-02 | 2002-02-11 | Cselt Centro Studi Lab Telecom | Procedimento per realizzare un riconoscitore vocale, relativoriconoscitore e procedimento per il riconoscimento della voce |
KR100307623B1 (ko) * | 1999-10-21 | 2001-11-02 | 윤종용 | 엠.에이.피 화자 적응 조건에서 파라미터의 분별적 추정 방법 및 장치 및 이를 각각 포함한 음성 인식 방법 및 장치 |
US6615172B1 (en) | 1999-11-12 | 2003-09-02 | Phoenix Solutions, Inc. | Intelligent query engine for processing voice based queries |
US6665640B1 (en) | 1999-11-12 | 2003-12-16 | Phoenix Solutions, Inc. | Interactive speech based learning/training system formulating search queries based on natural language parsing of recognized user queries |
US7725307B2 (en) | 1999-11-12 | 2010-05-25 | Phoenix Solutions, Inc. | Query engine for processing voice based queries including semantic decoding |
US9076448B2 (en) | 1999-11-12 | 2015-07-07 | Nuance Communications, Inc. | Distributed real time speech recognition system |
US6633846B1 (en) | 1999-11-12 | 2003-10-14 | Phoenix Solutions, Inc. | Distributed realtime speech recognition system |
DE10040063A1 (de) * | 2000-08-16 | 2002-02-28 | Philips Corp Intellectual Pty | Verfahren zur Zuordnung von Phonemen |
US6801656B1 (en) * | 2000-11-06 | 2004-10-05 | Koninklijke Philips Electronics N.V. | Method and apparatus for determining a number of states for a hidden Markov model in a signal processing system |
EP1213706B1 (en) * | 2000-12-11 | 2006-07-19 | Sony Deutschland GmbH | Method for online adaptation of pronunciation dictionaries |
WO2002082310A1 (en) * | 2001-04-03 | 2002-10-17 | Intel Corporation | Method, apparatus, and system for building a compact language model for large vocabulary continuous speech recognition (lvcsr) system |
US7124080B2 (en) * | 2001-11-13 | 2006-10-17 | Microsoft Corporation | Method and apparatus for adapting a class entity dictionary used with language models |
ES2281626T3 (es) * | 2002-01-17 | 2007-10-01 | Siemens Aktiengesellschaft | Procedimiento de funcionamiento de un reconocedor automatico de voz para el reconocimiento por voz, independiente del orador, de palabras en distintos idiomas y reconocedor automatico de voz. |
DE10220520A1 (de) * | 2002-05-08 | 2003-11-20 | Sap Ag | Verfahren zur Erkennung von Sprachinformation |
EP1361740A1 (de) * | 2002-05-08 | 2003-11-12 | Sap Ag | Verfahren und System zur Verarbeitung von Sprachinformationen eines Dialogs |
DE10256935A1 (de) * | 2002-12-05 | 2004-07-01 | Siemens Ag | Auswahl der Benutzersprache an einem rein akustisch gesteuerten Telefon |
US8285537B2 (en) * | 2003-01-31 | 2012-10-09 | Comverse, Inc. | Recognition of proper nouns using native-language pronunciation |
DE10334400A1 (de) * | 2003-07-28 | 2005-02-24 | Siemens Ag | Verfahren zur Spracherkennung und Kommunikationsgerät |
US7596499B2 (en) * | 2004-02-02 | 2009-09-29 | Panasonic Corporation | Multilingual text-to-speech system with limited resources |
US8036893B2 (en) * | 2004-07-22 | 2011-10-11 | Nuance Communications, Inc. | Method and system for identifying and correcting accent-induced speech recognition difficulties |
US8315857B2 (en) * | 2005-05-27 | 2012-11-20 | Audience, Inc. | Systems and methods for audio signal analysis and modification |
JP5062171B2 (ja) * | 2006-03-23 | 2012-10-31 | 日本電気株式会社 | 音声認識システム、音声認識方法および音声認識用プログラム |
US20080147579A1 (en) * | 2006-12-14 | 2008-06-19 | Microsoft Corporation | Discriminative training using boosted lasso |
US20090030676A1 (en) * | 2007-07-26 | 2009-01-29 | Creative Technology Ltd | Method of deriving a compressed acoustic model for speech recognition |
EP2192575B1 (en) * | 2008-11-27 | 2014-04-30 | Nuance Communications, Inc. | Speech recognition based on a multilingual acoustic model |
KR101217524B1 (ko) * | 2008-12-22 | 2013-01-18 | 한국전자통신연구원 | 고립어 엔베스트 인식결과를 위한 발화검증 방법 및 장치 |
US20100198577A1 (en) * | 2009-02-03 | 2010-08-05 | Microsoft Corporation | State mapping for cross-language speaker adaptation |
US9798653B1 (en) * | 2010-05-05 | 2017-10-24 | Nuance Communications, Inc. | Methods, apparatus and data structure for cross-language speech adaptation |
US9672815B2 (en) * | 2012-07-20 | 2017-06-06 | Interactive Intelligence Group, Inc. | Method and system for real-time keyword spotting for speech analytics |
US9437208B2 (en) * | 2013-06-03 | 2016-09-06 | Adobe Systems Incorporated | General sound decomposition models |
US9183830B2 (en) * | 2013-11-01 | 2015-11-10 | Google Inc. | Method and system for non-parametric voice conversion |
US9177549B2 (en) * | 2013-11-01 | 2015-11-03 | Google Inc. | Method and system for cross-lingual voice conversion |
US9542927B2 (en) | 2014-11-13 | 2017-01-10 | Google Inc. | Method and system for building text-to-speech voice from diverse recordings |
CN105260775B (zh) * | 2015-10-16 | 2017-11-21 | 清华大学 | 实现马尔科夫随机场概率编码的方法及神经电路 |
Family Cites Families (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4783803A (en) * | 1985-11-12 | 1988-11-08 | Dragon Systems, Inc. | Speech recognition apparatus and method |
JPH0636156B2 (ja) | 1989-03-13 | 1994-05-11 | インターナショナル・ビジネス・マシーンズ・コーポレーション | 音声認識装置 |
DE4222916C2 (de) | 1991-12-21 | 2001-10-04 | Daimler Chrysler Ag | Verfahren zur schnellen Sprecheradaption in einem Spracherkenner für großen Wortschatz |
FI97919C (fi) * | 1992-06-05 | 1997-03-10 | Nokia Mobile Phones Ltd | Puheentunnistusmenetelmä ja -järjestelmä puheella ohjattavaa puhelinta varten |
US5805771A (en) * | 1994-06-22 | 1998-09-08 | Texas Instruments Incorporated | Automatic language identification method and system |
JPH0896514A (ja) * | 1994-07-28 | 1996-04-12 | Sony Corp | オーディオ信号処理装置 |
US5864810A (en) * | 1995-01-20 | 1999-01-26 | Sri International | Method and apparatus for speech recognition adapted to an individual speaker |
-
1997
- 1997-09-10 ES ES97944692T patent/ES2169432T3/es not_active Expired - Lifetime
- 1997-09-10 BR BR9712979-8A patent/BR9712979A/pt unknown
- 1997-09-10 EP EP97944692A patent/EP0925579B1/de not_active Expired - Lifetime
- 1997-09-10 US US09/254,785 patent/US6460017B1/en not_active Expired - Lifetime
- 1997-09-10 WO PCT/DE1997/002016 patent/WO1998011534A1/de active IP Right Grant
- 1997-09-10 AT AT97944692T patent/ATE209814T1/de active
- 1997-09-10 CN CN97199583A patent/CN1237259A/zh active Pending
- 1997-09-10 JP JP10513150A patent/JP2001503154A/ja active Pending
- 1997-09-10 DE DE59705581T patent/DE59705581D1/de not_active Expired - Lifetime
Also Published As
Publication number | Publication date |
---|---|
WO1998011534A1 (de) | 1998-03-19 |
US6460017B1 (en) | 2002-10-01 |
ATE209814T1 (de) | 2001-12-15 |
EP0925579B1 (de) | 2001-11-28 |
DE59705581D1 (de) | 2002-01-10 |
JP2001503154A (ja) | 2001-03-06 |
BR9712979A (pt) | 2000-10-31 |
CN1237259A (zh) | 1999-12-01 |
EP0925579A1 (de) | 1999-06-30 |
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Legal Events
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