JP2005275410A - ニューラルネットワークを利用してスピーチ信号を分離する。 - Google Patents

ニューラルネットワークを利用してスピーチ信号を分離する。 Download PDF

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Publication number
JP2005275410A
JP2005275410A JP2005085040A JP2005085040A JP2005275410A JP 2005275410 A JP2005275410 A JP 2005275410A JP 2005085040 A JP2005085040 A JP 2005085040A JP 2005085040 A JP2005085040 A JP 2005085040A JP 2005275410 A JP2005275410 A JP 2005275410A
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Japan
Prior art keywords
signal
audio signal
speech signal
speech
estimate
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JP2005085040A
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English (en)
Japanese (ja)
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JP2005275410A5 (https=
Inventor
Phillip Hetherington
ヘザーリントン フィリップ
Pierre Zakarauskas
ザカラウスカス ピアー
Shahla Parveen
パービーン シャーラ
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.)
QNX Software Systems Wavemakers Inc
Harman Becker Automotive Systems GmbH
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Harman Becker Automotive Systems Wavemakers Inc
Harman Becker Automotive Systems GmbH
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Publication of JP2005275410A publication Critical patent/JP2005275410A/ja
Publication of JP2005275410A5 publication Critical patent/JP2005275410A5/ja
Pending legal-status Critical Current

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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)
JP2005085040A 2004-03-23 2005-03-23 ニューラルネットワークを利用してスピーチ信号を分離する。 Pending JP2005275410A (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US55558204P 2004-03-23 2004-03-23

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JP2005275410A true JP2005275410A (ja) 2005-10-06
JP2005275410A5 JP2005275410A5 (https=) 2008-04-24

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JP2005085040A Pending JP2005275410A (ja) 2004-03-23 2005-03-23 ニューラルネットワークを利用してスピーチ信号を分離する。

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Country Link
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=)

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JP2016143042A (ja) * 2015-02-05 2016-08-08 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
JP2017515140A (ja) * 2014-03-24 2017-06-08 マイクロソフト テクノロジー ライセンシング，エルエルシー 混合音声認識
JP2018146683A (ja) * 2017-03-02 2018-09-20 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
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

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AU2014283198B2 (en) 2013-06-21 2016-10-20 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
US9412373B2 (en) * 2013-08-28 2016-08-09 Texas Instruments Incorporated Adaptive environmental context sample and update for comparing speech recognition
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KR102494139B1 (ko) * 2015-11-06 2023-01-31 삼성전자주식회사 뉴럴 네트워크 학습 장치 및 방법과, 음성 인식 장치 및 방법
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
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US10714118B2 (en) * 2016-12-30 2020-07-14 Facebook, Inc. Audio compression using an artificial neural network
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
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US11270198B2 (en) 2017-07-31 2022-03-08 Syntiant Microcontroller interface for audio signal processing
CN107481728B (zh) * 2017-09-29 2020-12-11 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
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
CN108470476B (zh) * 2018-05-15 2020-06-30 黄淮学院 一种英语发音匹配纠正系统
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
CN111445905B (zh) 2018-05-24 2023-08-08 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
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
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
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
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
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
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
CN117746874A (zh) * 2022-09-13 2024-03-22 腾讯科技（北京）有限公司 一种音频数据处理方法、装置以及可读存储介质
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
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Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2017515140A (ja) * 2014-03-24 2017-06-08 マイクロソフト テクノロジー ライセンシング，エルエルシー 混合音声認識
JP2016143042A (ja) * 2015-02-05 2016-08-08 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
JP2018146683A (ja) * 2017-03-02 2018-09-20 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
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
JPWO2020255242A1 (https=) * 2019-06-18 2020-12-24
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Also Published As

Publication number Publication date
CA2501989A1 (en) 2005-09-23
CN1737906A (zh) 2006-02-22
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
DE602005009419D1 (de) 2008-10-16
US7620546B2 (en) 2009-11-17
EP1580730A2 (en) 2005-09-28

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