DE60311548D1 - Verfahren zur iterativen Geräuschschätzung in einem rekursiven Zusammenhang - Google Patents
Verfahren zur iterativen Geräuschschätzung in einem rekursiven ZusammenhangInfo
- Publication number
- DE60311548D1 DE60311548D1 DE60311548T DE60311548T DE60311548D1 DE 60311548 D1 DE60311548 D1 DE 60311548D1 DE 60311548 T DE60311548 T DE 60311548T DE 60311548 T DE60311548 T DE 60311548T DE 60311548 D1 DE60311548 D1 DE 60311548D1
- Authority
- DE
- Germany
- Prior art keywords
- noise
- frame
- recursive
- noise estimation
- previous iteration
- 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
- 239000000654 additive Substances 0.000 abstract 1
- 230000000996 additive effect Effects 0.000 abstract 1
Classifications
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L21/00—Processing of the speech or voice signal to produce another audible or non-audible signal, e.g. visual or tactile, in order to modify its quality or its intelligibility
- G10L21/02—Speech enhancement, e.g. noise reduction or echo cancellation
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L21/00—Processing of the speech or voice signal to produce another audible or non-audible signal, e.g. visual or tactile, in order to modify its quality or its intelligibility
- G10L21/02—Speech enhancement, e.g. noise reduction or echo cancellation
- G10L21/0208—Noise filtering
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L21/00—Processing of the speech or voice signal to produce another audible or non-audible signal, e.g. visual or tactile, in order to modify its quality or its intelligibility
- G10L21/02—Speech enhancement, e.g. noise reduction or echo cancellation
- G10L21/0208—Noise filtering
- G10L21/0216—Noise filtering characterised by the method used for estimating noise
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US237162 | 2002-09-06 | ||
US10/237,162 US7139703B2 (en) | 2002-04-05 | 2002-09-06 | Method of iterative noise estimation in a recursive framework |
Publications (2)
Publication Number | Publication Date |
---|---|
DE60311548D1 true DE60311548D1 (de) | 2007-03-22 |
DE60311548T2 DE60311548T2 (de) | 2007-05-24 |
Family
ID=31715333
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
DE60311548T Expired - Lifetime DE60311548T2 (de) | 2002-09-06 | 2003-09-05 | Verfahren zur iterativen Geräuschschätzung in einem rekursiven Zusammenhang |
Country Status (5)
Country | Link |
---|---|
US (1) | US7139703B2 (de) |
EP (1) | EP1396845B1 (de) |
JP (1) | JP4491210B2 (de) |
AT (1) | ATE353157T1 (de) |
DE (1) | DE60311548T2 (de) |
Families Citing this family (45)
Publication number | Priority date | Publication date | Assignee | Title |
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US7660705B1 (en) | 2002-03-19 | 2010-02-09 | Microsoft Corporation | Bayesian approach for learning regression decision graph models and regression models for time series analysis |
US7107210B2 (en) * | 2002-05-20 | 2006-09-12 | Microsoft Corporation | Method of noise reduction based on dynamic aspects of speech |
US7103540B2 (en) * | 2002-05-20 | 2006-09-05 | Microsoft Corporation | Method of pattern recognition using noise reduction uncertainty |
US8228849B2 (en) * | 2002-07-15 | 2012-07-24 | Broadcom Corporation | Communication gateway supporting WLAN communications in multiple communication protocols and in multiple frequency bands |
DE60330198D1 (de) | 2002-09-04 | 2009-12-31 | Microsoft Corp | Entropische Kodierung mittels Anpassung des Kodierungsmodus zwischen Niveau- und Lauflängenniveau-Modus |
US7580813B2 (en) * | 2003-06-17 | 2009-08-25 | Microsoft Corporation | Systems and methods for new time series model probabilistic ARMA |
US7596475B2 (en) * | 2004-12-06 | 2009-09-29 | Microsoft Corporation | Efficient gradient computation for conditional Gaussian graphical models |
US7421380B2 (en) * | 2004-12-14 | 2008-09-02 | Microsoft Corporation | Gradient learning for probabilistic ARMA time-series models |
US8175877B2 (en) * | 2005-02-02 | 2012-05-08 | At&T Intellectual Property Ii, L.P. | Method and apparatus for predicting word accuracy in automatic speech recognition systems |
GB2426167B (en) * | 2005-05-09 | 2007-10-03 | Toshiba Res Europ Ltd | Noise estimation method |
GB2437868B (en) * | 2005-05-09 | 2009-12-02 | Toshiba Res Europ Ltd | Noise estimation method |
US7693709B2 (en) * | 2005-07-15 | 2010-04-06 | Microsoft Corporation | Reordering coefficients for waveform coding or decoding |
US7684981B2 (en) * | 2005-07-15 | 2010-03-23 | Microsoft Corporation | Prediction of spectral coefficients in waveform coding and decoding |
US20070033027A1 (en) * | 2005-08-03 | 2007-02-08 | Texas Instruments, Incorporated | Systems and methods employing stochastic bias compensation and bayesian joint additive/convolutive compensation in automatic speech recognition |
US20070033034A1 (en) * | 2005-08-03 | 2007-02-08 | Texas Instruments, Incorporated | System and method for noisy automatic speech recognition employing joint compensation of additive and convolutive distortions |
US7933337B2 (en) | 2005-08-12 | 2011-04-26 | Microsoft Corporation | Prediction of transform coefficients for image compression |
KR100745977B1 (ko) * | 2005-09-26 | 2007-08-06 | 삼성전자주식회사 | 음성 구간 검출 장치 및 방법 |
US7617010B2 (en) * | 2005-12-28 | 2009-11-10 | Microsoft Corporation | Detecting instabilities in time series forecasting |
JP4245617B2 (ja) * | 2006-04-06 | 2009-03-25 | 株式会社東芝 | 特徴量補正装置、特徴量補正方法および特徴量補正プログラム |
JP4316583B2 (ja) * | 2006-04-07 | 2009-08-19 | 株式会社東芝 | 特徴量補正装置、特徴量補正方法および特徴量補正プログラム |
US8290170B2 (en) | 2006-05-01 | 2012-10-16 | Nippon Telegraph And Telephone Corporation | Method and apparatus for speech dereverberation based on probabilistic models of source and room acoustics |
US7844453B2 (en) * | 2006-05-12 | 2010-11-30 | Qnx Software Systems Co. | Robust noise estimation |
US8949120B1 (en) | 2006-05-25 | 2015-02-03 | Audience, Inc. | Adaptive noise cancelation |
US8326620B2 (en) | 2008-04-30 | 2012-12-04 | Qnx Software Systems Limited | Robust downlink speech and noise detector |
US8335685B2 (en) * | 2006-12-22 | 2012-12-18 | Qnx Software Systems Limited | Ambient noise compensation system robust to high excitation noise |
US8184710B2 (en) | 2007-02-21 | 2012-05-22 | Microsoft Corporation | Adaptive truncation of transform coefficient data in a transform-based digital media codec |
JP5374845B2 (ja) * | 2007-07-25 | 2013-12-25 | 日本電気株式会社 | 雑音推定装置と方法およびプログラム |
JP2009086581A (ja) * | 2007-10-03 | 2009-04-23 | Toshiba Corp | 音声認識の話者モデルを作成する装置およびプログラム |
US7844555B2 (en) * | 2007-11-13 | 2010-11-30 | Microsoft Corporation | Ranker selection for statistical natural language processing |
US8306817B2 (en) * | 2008-01-08 | 2012-11-06 | Microsoft Corporation | Speech recognition with non-linear noise reduction on Mel-frequency cepstra |
US8185480B2 (en) * | 2008-04-02 | 2012-05-22 | International Business Machines Corporation | System and method for optimizing pattern recognition of non-gaussian parameters |
US8179974B2 (en) | 2008-05-02 | 2012-05-15 | Microsoft Corporation | Multi-level representation of reordered transform coefficients |
US8325909B2 (en) * | 2008-06-25 | 2012-12-04 | Microsoft Corporation | Acoustic echo suppression |
US8406307B2 (en) | 2008-08-22 | 2013-03-26 | Microsoft Corporation | Entropy coding/decoding of hierarchically organized data |
GB2464093B (en) * | 2008-09-29 | 2011-03-09 | Toshiba Res Europ Ltd | A speech recognition method |
KR101597752B1 (ko) * | 2008-10-10 | 2016-02-24 | 삼성전자주식회사 | 잡음 추정 장치 및 방법과, 이를 이용한 잡음 감소 장치 |
GB2471875B (en) * | 2009-07-15 | 2011-08-10 | Toshiba Res Europ Ltd | A speech recognition system and method |
KR101581885B1 (ko) * | 2009-08-26 | 2016-01-04 | 삼성전자주식회사 | 복소 스펙트럼 잡음 제거 장치 및 방법 |
US20110178800A1 (en) * | 2010-01-19 | 2011-07-21 | Lloyd Watts | Distortion Measurement for Noise Suppression System |
US9558755B1 (en) | 2010-05-20 | 2017-01-31 | Knowles Electronics, Llc | Noise suppression assisted automatic speech recognition |
JP5709179B2 (ja) * | 2010-07-14 | 2015-04-30 | 学校法人早稲田大学 | 隠れマルコフモデルの推定方法,推定装置および推定プログラム |
US8880393B2 (en) * | 2012-01-27 | 2014-11-04 | Mitsubishi Electric Research Laboratories, Inc. | Indirect model-based speech enhancement |
US9640194B1 (en) | 2012-10-04 | 2017-05-02 | Knowles Electronics, Llc | Noise suppression for speech processing based on machine-learning mask estimation |
US9536540B2 (en) | 2013-07-19 | 2017-01-03 | Knowles Electronics, Llc | Speech signal separation and synthesis based on auditory scene analysis and speech modeling |
DE112015003945T5 (de) | 2014-08-28 | 2017-05-11 | Knowles Electronics, Llc | Mehrquellen-Rauschunterdrückung |
Family Cites Families (16)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4852181A (en) | 1985-09-26 | 1989-07-25 | Oki Electric Industry Co., Ltd. | Speech recognition for recognizing the catagory of an input speech pattern |
IL84948A0 (en) | 1987-12-25 | 1988-06-30 | D S P Group Israel Ltd | Noise reduction system |
US5148489A (en) | 1990-02-28 | 1992-09-15 | Sri International | Method for spectral estimation to improve noise robustness for speech recognition |
EP0681730A4 (de) * | 1993-11-30 | 1997-12-17 | At & T Corp | Verminderung von übertragungsrauschen in kommunikationssystemen. |
US5727124A (en) * | 1994-06-21 | 1998-03-10 | Lucent Technologies, Inc. | Method of and apparatus for signal recognition that compensates for mismatching |
JP3589508B2 (ja) * | 1994-07-19 | 2004-11-17 | 松下電器産業株式会社 | 話者適応音声認識方法および話者適応音声認識装置 |
US5604839A (en) | 1994-07-29 | 1997-02-18 | Microsoft Corporation | Method and system for improving speech recognition through front-end normalization of feature vectors |
US5924065A (en) | 1997-06-16 | 1999-07-13 | Digital Equipment Corporation | Environmently compensated speech processing |
CA2216224A1 (en) | 1997-09-19 | 1999-03-19 | Peter R. Stubley | Block algorithm for pattern recognition |
US6343267B1 (en) * | 1998-04-30 | 2002-01-29 | Matsushita Electric Industrial Co., Ltd. | Dimensionality reduction for speaker normalization and speaker and environment adaptation using eigenvoice techniques |
GB9910448D0 (en) * | 1999-05-07 | 1999-07-07 | Ensigma Ltd | Cancellation of non-stationary interfering signals for speech recognition |
KR100304666B1 (ko) | 1999-08-28 | 2001-11-01 | 윤종용 | 음성 향상 방법 |
US20030055640A1 (en) * | 2001-05-01 | 2003-03-20 | Ramot University Authority For Applied Research & Industrial Development Ltd. | System and method for parameter estimation for pattern recognition |
US6944590B2 (en) | 2002-04-05 | 2005-09-13 | Microsoft Corporation | Method of iterative noise estimation in a recursive framework |
US7107210B2 (en) * | 2002-05-20 | 2006-09-12 | Microsoft Corporation | Method of noise reduction based on dynamic aspects of speech |
US20040064314A1 (en) | 2002-09-27 | 2004-04-01 | Aubert Nicolas De Saint | Methods and apparatus for speech end-point detection |
-
2002
- 2002-09-06 US US10/237,162 patent/US7139703B2/en not_active Expired - Fee Related
-
2003
- 2003-09-05 AT AT03020196T patent/ATE353157T1/de not_active IP Right Cessation
- 2003-09-05 DE DE60311548T patent/DE60311548T2/de not_active Expired - Lifetime
- 2003-09-05 EP EP03020196A patent/EP1396845B1/de not_active Expired - Lifetime
- 2003-09-08 JP JP2003316038A patent/JP4491210B2/ja not_active Expired - Fee Related
Also Published As
Publication number | Publication date |
---|---|
ATE353157T1 (de) | 2007-02-15 |
US20030191641A1 (en) | 2003-10-09 |
DE60311548T2 (de) | 2007-05-24 |
JP2004264816A (ja) | 2004-09-24 |
EP1396845A1 (de) | 2004-03-10 |
EP1396845B1 (de) | 2007-01-31 |
JP4491210B2 (ja) | 2010-06-30 |
US7139703B2 (en) | 2006-11-21 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
8364 | No opposition during term of opposition |