CN110544482A - 一种单通道语音分离*** - Google Patents
一种单通道语音分离*** Download PDFInfo
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- CN110544482A CN110544482A CN201910865008.7A CN201910865008A CN110544482A CN 110544482 A CN110544482 A CN 110544482A CN 201910865008 A CN201910865008 A CN 201910865008A CN 110544482 A CN110544482 A CN 110544482A
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- 238000000926 separation method Methods 0.000 title claims abstract description 79
- 238000012549 training Methods 0.000 claims abstract description 63
- 238000000605 extraction Methods 0.000 claims abstract description 28
- 238000013507 mapping Methods 0.000 claims abstract description 9
- 238000013528 artificial neural network Methods 0.000 claims description 7
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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
- G10L17/00—Speaker identification or verification techniques
- G10L17/02—Preprocessing operations, e.g. segment selection; Pattern representation or modelling, e.g. based on linear discriminant analysis [LDA] or principal components; Feature selection or extraction
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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
- G10L17/00—Speaker identification or verification techniques
- G10L17/04—Training, enrolment or model building
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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
- G10L17/00—Speaker identification or verification techniques
- G10L17/22—Interactive procedures; Man-machine interfaces
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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
- G10L21/0272—Voice signal separating
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- Audiology, Speech & Language Pathology (AREA)
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Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111179911A (zh) * | 2020-01-02 | 2020-05-19 | 腾讯科技(深圳)有限公司 | 目标语音提取方法、装置、设备、介质和联合训练方法 |
CN111899756A (zh) * | 2020-09-29 | 2020-11-06 | 北京清微智能科技有限公司 | 一种单通道语音分离方法和装置 |
CN112017686A (zh) * | 2020-09-18 | 2020-12-01 | 中科极限元(杭州)智能科技股份有限公司 | 基于门控递归融合深度嵌入式特征的多通道语音分离*** |
CN112017682A (zh) * | 2020-09-18 | 2020-12-01 | 中科极限元(杭州)智能科技股份有限公司 | 一种单通道语音同时降噪和去混响*** |
Citations (6)
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WO2013030134A1 (en) * | 2011-08-26 | 2013-03-07 | The Queen's University Of Belfast | Method and apparatus for acoustic source separation |
CN108875824A (zh) * | 2018-06-11 | 2018-11-23 | 南京邮电大学 | 单通道盲源分离方法 |
CN108962229A (zh) * | 2018-07-26 | 2018-12-07 | 汕头大学 | 一种基于单通道、无监督式的目标说话人语音提取方法 |
CN109461447A (zh) * | 2018-09-30 | 2019-03-12 | 厦门快商通信息技术有限公司 | 一种基于深度学习的端到端说话人分割方法及*** |
CN110070882A (zh) * | 2019-04-12 | 2019-07-30 | 腾讯科技(深圳)有限公司 | 语音分离方法、语音识别方法及电子设备 |
CN110164469A (zh) * | 2018-08-09 | 2019-08-23 | 腾讯科技(深圳)有限公司 | 一种多人语音的分离方法和装置 |
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2019
- 2019-09-09 CN CN201910865008.7A patent/CN110544482B/zh active Active
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2013030134A1 (en) * | 2011-08-26 | 2013-03-07 | The Queen's University Of Belfast | Method and apparatus for acoustic source separation |
CN108875824A (zh) * | 2018-06-11 | 2018-11-23 | 南京邮电大学 | 单通道盲源分离方法 |
CN108962229A (zh) * | 2018-07-26 | 2018-12-07 | 汕头大学 | 一种基于单通道、无监督式的目标说话人语音提取方法 |
CN110164469A (zh) * | 2018-08-09 | 2019-08-23 | 腾讯科技(深圳)有限公司 | 一种多人语音的分离方法和装置 |
CN109461447A (zh) * | 2018-09-30 | 2019-03-12 | 厦门快商通信息技术有限公司 | 一种基于深度学习的端到端说话人分割方法及*** |
CN110070882A (zh) * | 2019-04-12 | 2019-07-30 | 腾讯科技(深圳)有限公司 | 语音分离方法、语音识别方法及电子设备 |
Non-Patent Citations (2)
Title |
---|
MEI XUE ET AL.: "《Separation of single-channel mixed signals based on the frequency-division of a convolution-type wavelet packet》", 《THE 27TH CHINESE CONTROL AND DECISION CONFERENCE (2015 CCDC)》 * |
王燕南: "《基于深度学习的说话人无关单通道语音分离》", 《中国博士学位论文全文数据库 信息科技辑》 * |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111179911A (zh) * | 2020-01-02 | 2020-05-19 | 腾讯科技(深圳)有限公司 | 目标语音提取方法、装置、设备、介质和联合训练方法 |
CN111179911B (zh) * | 2020-01-02 | 2022-05-03 | 腾讯科技(深圳)有限公司 | 目标语音提取方法、装置、设备、介质和联合训练方法 |
CN112017686A (zh) * | 2020-09-18 | 2020-12-01 | 中科极限元(杭州)智能科技股份有限公司 | 基于门控递归融合深度嵌入式特征的多通道语音分离*** |
CN112017682A (zh) * | 2020-09-18 | 2020-12-01 | 中科极限元(杭州)智能科技股份有限公司 | 一种单通道语音同时降噪和去混响*** |
CN111899756A (zh) * | 2020-09-29 | 2020-11-06 | 北京清微智能科技有限公司 | 一种单通道语音分离方法和装置 |
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