CN1737906A - 利用中枢网络分离语音信号 - Google Patents

利用中枢网络分离语音信号 Download PDF

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Publication number
CN1737906A
CN1737906A CNA2005100677770A CN200510067777A CN1737906A CN 1737906 A CN1737906 A CN 1737906A CN A2005100677770 A CNA2005100677770 A CN A2005100677770A CN 200510067777 A CN200510067777 A CN 200510067777A CN 1737906 A CN1737906 A CN 1737906A
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China
Prior art keywords
signal
valuation
sound signal
voice signal
backbone network
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CNA2005100677770A
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English (en)
Chinese (zh)
Inventor
P·赫瑟林顿
P·扎卡拉乌斯卡斯
S·帕尔文
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Haman Beck - Takemi Branch Automatic System
Harman Becker Automotive Systems GmbH
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Haman Beck - Takemi Branch Automatic System
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Publication of CN1737906A publication Critical patent/CN1737906A/zh
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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
    • G10L21/00—Speech or voice signal processing techniques 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 TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L21/00—Speech or voice signal processing techniques 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
    • G10L21/0272—Voice signal separating
    • 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
    • G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
    • G10L25/27—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 characterised by the analysis technique
    • G10L25/30—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 characterised by the analysis technique using neural networks

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  • Engineering & Computer Science (AREA)
  • Computational Linguistics (AREA)
  • Quality & Reliability (AREA)
  • Signal Processing (AREA)
  • Health & Medical Sciences (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Human Computer Interaction (AREA)
  • Physics & Mathematics (AREA)
  • Acoustics & Sound (AREA)
  • Multimedia (AREA)
  • Circuit For Audible Band Transducer (AREA)
  • Noise Elimination (AREA)
  • Soundproofing, Sound Blocking, And Sound Damping (AREA)
  • Cable Transmission Systems, Equalization Of Radio And Reduction Of Echo (AREA)
CNA2005100677770A 2004-03-23 2005-03-22 利用中枢网络分离语音信号 Pending CN1737906A (zh)

Applications Claiming Priority (2)

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US55558204P 2004-03-23 2004-03-23
US60/555,582 2004-03-23

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CN1737906A true CN1737906A (zh) 2006-02-22

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US (1) US7620546B2 (https=)
EP (1) EP1580730B1 (https=)
JP (1) JP2005275410A (https=)
KR (1) KR20060044629A (https=)
CN (1) CN1737906A (https=)
CA (1) CA2501989C (https=)
DE (1) DE602005009419D1 (https=)

Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104867495A (zh) * 2013-08-28 2015-08-26 德州仪器公司 上下文感知的声音标志检测
CN105359209A (zh) * 2013-06-21 2016-02-24 弗朗霍夫应用科学研究促进协会 在错误隐藏过程中在不同域中改善信号衰落的装置及方法
CN105741848A (zh) * 2010-04-14 2016-07-06 谷歌公司 用于增强话音识别准确度的有地理标记的环境音频
CN106683663A (zh) * 2015-11-06 2017-05-17 三星电子株式会社 神经网络训练设备和方法以及语音识别设备和方法
CN107481728A (zh) * 2017-09-29 2017-12-15 百度在线网络技术（北京）有限公司 背景声消除方法、装置及终端设备
CN108470476A (zh) * 2018-05-15 2018-08-31 黄淮学院 一种英语发音匹配纠正系统
CN110797021A (zh) * 2018-05-24 2020-02-14 腾讯科技（深圳）有限公司 混合语音识别网络训练方法、混合语音识别方法、装置及存储介质
CN112562710A (zh) * 2020-11-27 2021-03-26 天津大学 一种基于深度学习的阶梯式语音增强方法
CN114187914A (zh) * 2021-12-17 2022-03-15 广东电网有限责任公司 一种语音识别方法及系统
WO2024055751A1 (zh) * 2022-09-13 2024-03-21 腾讯科技（深圳）有限公司 音频数据处理方法、装置、设备、存储介质及程序产品
US20250391420A1 (en) * 2024-06-21 2025-12-25 Bank Of America Corporation System and method for adaptive audio segmentation for contextual speech signal processing

Families Citing this family (36)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101615262B1 (ko) * 2009-08-12 2016-04-26 삼성전자주식회사 시멘틱 정보를 이용한 멀티 채널 오디오 인코딩 및 디코딩 방법 및 장치
US8768406B2 (en) * 2010-08-11 2014-07-01 Bone Tone Communications Ltd. Background sound removal for privacy and personalization use
US8239196B1 (en) * 2011-07-28 2012-08-07 Google Inc. System and method for multi-channel multi-feature speech/noise classification for noise suppression
US9390712B2 (en) * 2014-03-24 2016-07-12 Microsoft Technology Licensing, Llc. Mixed speech recognition
US10832138B2 (en) 2014-11-27 2020-11-10 Samsung Electronics Co., Ltd. Method and apparatus for extending neural network
JP6348427B2 (ja) * 2015-02-05 2018-06-27 日本電信電話株式会社 雑音除去装置及び雑音除去プログラム
US10741195B2 (en) * 2016-02-15 2020-08-11 Mitsubishi Electric Corporation Sound signal enhancement device
DE112017001830B4 (de) * 2016-05-06 2024-02-22 Robert Bosch Gmbh Sprachverbesserung und audioereignisdetektion für eine umgebung mit nichtstationären geräuschen
US9875747B1 (en) * 2016-07-15 2018-01-23 Google Llc Device specific multi-channel data compression
US10276187B2 (en) * 2016-10-19 2019-04-30 Ford Global Technologies, Llc Vehicle ambient audio classification via neural network machine learning
US10714118B2 (en) * 2016-12-30 2020-07-14 Facebook, Inc. Audio compression using an artificial neural network
JP6673861B2 (ja) * 2017-03-02 2020-03-25 日本電信電話株式会社 信号処理装置、信号処理方法及び信号処理プログラム
US12106214B2 (en) 2017-05-17 2024-10-01 Samsung Electronics Co., Ltd. Sensor transformation attention network (STAN) model
US11501154B2 (en) 2017-05-17 2022-11-15 Samsung Electronics Co., Ltd. Sensor transformation attention network (STAN) model
US10170137B2 (en) 2017-05-18 2019-01-01 International Business Machines Corporation Voice signal component forecaster
US11321604B2 (en) * 2017-06-21 2022-05-03 Arm Ltd. Systems and devices for compressing neural network parameters
US11270198B2 (en) 2017-07-31 2022-03-08 Syntiant Microcontroller interface for audio signal processing
US11545162B2 (en) * 2017-10-24 2023-01-03 Samsung Electronics Co., Ltd. Audio reconstruction method and device which use machine learning
US10283140B1 (en) * 2018-01-12 2019-05-07 Alibaba Group Holding Limited Enhancing audio signals using sub-band deep neural networks
CN108648527B (zh) * 2018-05-15 2020-07-24 黄淮学院 一种英语发音匹配纠正方法
CN110503967B (zh) * 2018-05-17 2021-11-19 中国移动通信有限公司研究院 一种语音增强方法、装置、介质和设备
CN108806707B (zh) * 2018-06-11 2020-05-12 百度在线网络技术（北京）有限公司 语音处理方法、装置、设备及存储介质
EP3644565A1 (en) * 2018-10-25 2020-04-29 Nokia Solutions and Networks Oy Reconstructing a channel frequency response curve
CN109545228A (zh) * 2018-12-14 2019-03-29 厦门快商通信息技术有限公司 一种端到端说话人分割方法及系统
JP7242903B2 (ja) 2019-05-14 2023-03-20 ドルビー ラボラトリーズ ライセンシング コーポレイション 畳み込みニューラルネットワークに基づく発話源分離のための方法および装置
KR20200132645A (ko) 2019-05-16 2020-11-25 삼성전자주식회사 음성 인식 서비스를 제공하는 장치 및 방법
WO2020255242A1 (ja) * 2019-06-18 2020-12-24 日本電信電話株式会社 復元装置、復元方法、およびプログラム
US11514928B2 (en) * 2019-09-09 2022-11-29 Apple Inc. Spatially informed audio signal processing for user speech
US11257510B2 (en) 2019-12-02 2022-02-22 International Business Machines Corporation Participant-tuned filtering using deep neural network dynamic spectral masking for conversation isolation and security in noisy environments
CN111951819B (zh) * 2020-08-20 2024-04-09 北京字节跳动网络技术有限公司 回声消除方法、装置及存储介质
CN112735460B (zh) * 2020-12-24 2021-10-29 中国人民解放军战略支援部队信息工程大学 基于时频掩蔽值估计的波束成形方法及系统
US11887583B1 (en) * 2021-06-09 2024-01-30 Amazon Technologies, Inc. Updating models with trained model update objects
CN115512714B (zh) * 2022-03-22 2025-09-12 钉钉(中国)信息技术有限公司 语音增强方法、装置及设备
GB2620747B (en) * 2022-07-19 2024-10-02 Samsung Electronics Co Ltd Method and apparatus for speech enhancement
CN115862618A (zh) * 2022-11-24 2023-03-28 深圳正扬智能有限公司 一种智慧楼宇中央集成管理系统
KR20250065958A (ko) * 2023-11-06 2025-05-13 한국전자기술연구원 발화 내 언어, 화자, 감정 병합을 통한 음성 합성을 위한 학습 데이터셋 구축 방법

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH02253298A (ja) * 1989-03-28 1990-10-12 Sharp Corp 音声通過フィルタ
JPH0566795A (ja) 1991-09-06 1993-03-19 Gijutsu Kenkyu Kumiai Iryo Fukushi Kiki Kenkyusho 雑音抑圧装置とその調整装置
US5749066A (en) * 1995-04-24 1998-05-05 Ericsson Messaging Systems Inc. Method and apparatus for developing a neural network for phoneme recognition
US5960391A (en) * 1995-12-13 1999-09-28 Denso Corporation Signal extraction system, system and method for speech restoration, learning method for neural network model, constructing method of neural network model, and signal processing system
GB9611138D0 (en) * 1996-05-29 1996-07-31 Domain Dynamics Ltd Signal processing arrangements
JP2000047697A (ja) * 1998-07-30 2000-02-18 Nec Eng Ltd ノイズキャンセラ
US6347297B1 (en) * 1998-10-05 2002-02-12 Legerity, Inc. Matrix quantization with vector quantization error compensation and neural network postprocessing for robust speech recognition
US6910011B1 (en) * 1999-08-16 2005-06-21 Haman Becker Automotive Systems - Wavemakers, Inc. Noisy acoustic signal enhancement
EP1152399A1 (fr) * 2000-05-04 2001-11-07 Faculte Polytechniquede Mons Traitement en sous bandes de signal de parole par réseaux de neurones
US7203643B2 (en) * 2001-06-14 2007-04-10 Qualcomm Incorporated Method and apparatus for transmitting speech activity in distributed voice recognition systems

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* Cited by examiner, † Cited by third party
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CN105741848A (zh) * 2010-04-14 2016-07-06 谷歌公司 用于增强话音识别准确度的有地理标记的环境音频
CN105741848B (zh) * 2010-04-14 2019-07-23 谷歌有限责任公司 用于增强话音识别准确度的有地理标记的环境音频的系统及方法
US10854208B2 (en) 2013-06-21 2020-12-01 Fraunhofer-Gesellschaft Zur Foerderung Der Angewandten Forschung E.V. Apparatus and method realizing improved concepts for TCX LTP
US11776551B2 (en) 2013-06-21 2023-10-03 Fraunhofer-Gesellschaft Zur Foerderung Der Angewandten Forschung E.V. Apparatus and method for improved signal fade out in different domains during error concealment
US12125491B2 (en) 2013-06-21 2024-10-22 Fraunhofer-Gesellschaft Zur Foerderung Der Angewandten Forschung E.V. Apparatus and method realizing improved concepts for TCX LTP
US11869514B2 (en) 2013-06-21 2024-01-09 Fraunhofer-Gesellschaft Zur Foerderung Der Angewandten Forschung E.V. Apparatus and method for improved signal fade out for switched audio coding systems during error concealment
CN105359209B (zh) * 2013-06-21 2019-06-14 弗朗霍夫应用科学研究促进协会 在错误隐藏过程中在不同域中改善信号衰落的装置及方法
CN105359209A (zh) * 2013-06-21 2016-02-24 弗朗霍夫应用科学研究促进协会 在错误隐藏过程中在不同域中改善信号衰落的装置及方法
US11501783B2 (en) 2013-06-21 2022-11-15 Fraunhofer-Gesellschaft Zur Foerderung Der Angewandten Forschung E.V. Apparatus and method realizing a fading of an MDCT spectrum to white noise prior to FDNS application
US10607614B2 (en) 2013-06-21 2020-03-31 Fraunhofer-Gesellschaft Zur Foerderung Der Angewandten Forschung E.V. Apparatus and method realizing a fading of an MDCT spectrum to white noise prior to FDNS application
US10672404B2 (en) 2013-06-21 2020-06-02 Fraunhofer-Gesellschaft Zur Foerderung Der Angewandten Forschung E.V. Apparatus and method for generating an adaptive spectral shape of comfort noise
US10679632B2 (en) 2013-06-21 2020-06-09 Fraunhofer-Gesellschaft Zur Foerderung Der Angewandten Forschung E.V. Apparatus and method for improved signal fade out for switched audio coding systems during error concealment
US11462221B2 (en) 2013-06-21 2022-10-04 Fraunhofer-Gesellschaft Zur Foerderung Der Angewandten Forschung E.V. Apparatus and method for generating an adaptive spectral shape of comfort noise
US10867613B2 (en) 2013-06-21 2020-12-15 Fraunhofer-Gesellschaft Zur Foerderung Der Angewandten Forschung E.V. Apparatus and method for improved signal fade out in different domains during error concealment
CN104867495A (zh) * 2013-08-28 2015-08-26 德州仪器公司 上下文感知的声音标志检测
CN106683663B (zh) * 2015-11-06 2022-01-25 三星电子株式会社 神经网络训练设备和方法以及语音识别设备和方法
CN106683663A (zh) * 2015-11-06 2017-05-17 三星电子株式会社 神经网络训练设备和方法以及语音识别设备和方法
CN107481728A (zh) * 2017-09-29 2017-12-15 百度在线网络技术（北京）有限公司 背景声消除方法、装置及终端设备
CN108470476A (zh) * 2018-05-15 2018-08-31 黄淮学院 一种英语发音匹配纠正系统
CN110797021B (zh) * 2018-05-24 2022-06-07 腾讯科技（深圳）有限公司 混合语音识别网络训练方法、混合语音识别方法、装置及存储介质
US11996091B2 (en) 2018-05-24 2024-05-28 Tencent Technology (Shenzhen) Company Limited Mixed speech recognition method and apparatus, and computer-readable storage medium
CN110797021A (zh) * 2018-05-24 2020-02-14 腾讯科技（深圳）有限公司 混合语音识别网络训练方法、混合语音识别方法、装置及存储介质
CN112562710B (zh) * 2020-11-27 2022-09-30 天津大学 一种基于深度学习的阶梯式语音增强方法
CN112562710A (zh) * 2020-11-27 2021-03-26 天津大学 一种基于深度学习的阶梯式语音增强方法
CN114187914A (zh) * 2021-12-17 2022-03-15 广东电网有限责任公司 一种语音识别方法及系统
WO2024055751A1 (zh) * 2022-09-13 2024-03-21 腾讯科技（深圳）有限公司 音频数据处理方法、装置、设备、存储介质及程序产品
US20250391420A1 (en) * 2024-06-21 2025-12-25 Bank Of America Corporation System and method for adaptive audio segmentation for contextual speech signal processing

Also Published As

Publication number Publication date
CA2501989A1 (en) 2005-09-23
CA2501989C (en) 2011-07-26
US20060031066A1 (en) 2006-02-09
EP1580730A3 (en) 2006-04-12
EP1580730B1 (en) 2008-09-03
KR20060044629A (ko) 2006-05-16
JP2005275410A (ja) 2005-10-06
DE602005009419D1 (de) 2008-10-16
US7620546B2 (en) 2009-11-17
EP1580730A2 (en) 2005-09-28

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