Binaural Reverberant Speech Separation Based on Deep Neural Networks

2018 ◽

Author(s):

Qingju Liu ◽

Wenwu Wang ◽

Philip J.B. Jackson ◽

Saeid Safavi

Keyword(s):

Neural Networks ◽

Performance Evaluation ◽

Deep Neural Networks ◽

Speech Separation ◽

Reverberant Speech ◽

A Performance

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Speech separation based on improved deep neural networks with dual outputs of speech features for both target and interfering speakers

The 9th International Symposium on Chinese Spoken Language Processing ◽

10.1109/iscslp.2014.6936615 ◽

2014 ◽

Cited By ~ 27

Author(s):

Yanhui Tu ◽

Jun Du ◽

Yong Xu ◽

Lirong Dai ◽

Chin-Hui Lee

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Speech Separation ◽

Speech Features

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A unified speaker-dependent speech separation and enhancement system based on deep neural networks

2015 IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP) ◽

10.1109/chinasip.2015.7230492 ◽

2015 ◽

Cited By ~ 2

Author(s):

Tian Gao ◽

Jun Du ◽

Li Xu ◽

Cong Liu ◽

Li-Rong Dai ◽

...

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Speech Separation

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A Regression Approach to Single-Channel Speech Separation Via High-Resolution Deep Neural Networks

IEEE/ACM Transactions on Audio Speech and Language Processing ◽

10.1109/taslp.2016.2558822 ◽

2016 ◽

Vol 24 (8) ◽

pp. 1424-1437 ◽

Cited By ~ 42

Author(s):

Jun Du ◽

Yanhui Tu ◽

Li-Rong Dai ◽

Chin-Hui Lee

Keyword(s):

Neural Networks ◽

High Resolution ◽

Deep Neural Networks ◽

Single Channel ◽

Speech Separation ◽

Regression Approach

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Binaural Classification for Reverberant Speech Segregation Using Deep Neural Networks

IEEE/ACM Transactions on Audio Speech and Language Processing ◽

10.1109/taslp.2014.2361023 ◽

2014 ◽

Vol 22 (12) ◽

pp. 2112-2121 ◽

Cited By ~ 64

Author(s):

Yi Jiang ◽

DeLiang Wang ◽

RunSheng Liu ◽

ZhenMing Feng

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Speech Segregation ◽

Reverberant Speech

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Joint Optimization of a Perceptual Modified Wiener Filtering Mask and Deep Neural Networks for Monaural Speech Separation

Lecture Notes in Computer Science - Advances in Multimedia Information Processing - PCM 2016 ◽

10.1007/978-3-319-48896-7_46 ◽

2016 ◽

pp. 469-478

Author(s):

Wei Han ◽

Xiongwei Zhang ◽

Jibin Yang ◽

Meng Sun ◽

Gang Min

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Wiener Filtering ◽

Joint Optimization ◽

Speech Separation

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Reverberant speech recognition combining deep neural networks and deep autoencoders augmented with a phone-class feature

EURASIP Journal on Advances in Signal Processing ◽

10.1186/s13634-015-0246-6 ◽

2015 ◽

Vol 2015 (1) ◽

Cited By ~ 8

Author(s):

Masato Mimura ◽

Shinsuke Sakai ◽

Tatsuya Kawahara

Keyword(s):

Neural Networks ◽

Speech Recognition ◽

Deep Neural Networks ◽

Reverberant Speech ◽

Reverberant Speech Recognition

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Iterative Deep Neural Networks for Speaker-Independent Binaural Blind Speech Separation

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2018.8462603 ◽

2018 ◽

Cited By ~ 7

Author(s):

Qingju Liu ◽

Yong Xu ◽

Philip JB Jackson ◽

Wenwu Wang ◽

Philip Coleman

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Speech Separation ◽

Speaker Independent

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Speech separation of a target speaker based on deep neural networks

2014 12th International Conference on Signal Processing (ICSP) ◽

10.1109/icosp.2014.7015050 ◽

2014 ◽

Cited By ~ 28

Author(s):

Jun Du ◽

Yanhui Tu ◽

Yong Xu ◽

Lirong Dai ◽

Chin-Hui Lee

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Speech Separation ◽

Target Speaker

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Deep neural networks based binary classification for single channel speaker independent multi-talker speech separation

Applied Acoustics ◽

10.1016/j.apacoust.2020.107385 ◽

2020 ◽

Vol 167 ◽

pp. 107385 ◽

Cited By ~ 2

Author(s):

Nasir Saleem ◽

Muhammad Irfan Khattak

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Single Channel ◽

Binary Classification ◽

Speech Separation ◽

Speaker Independent

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Binaural Reverberant Speech Separation Based on Deep Neural Networks

A Performance Evaluation of Several Deep Neural Networks for Reverberant Speech Separation

Speech separation based on improved deep neural networks with dual outputs of speech features for both target and interfering speakers

A unified speaker-dependent speech separation and enhancement system based on deep neural networks

A Regression Approach to Single-Channel Speech Separation Via High-Resolution Deep Neural Networks

Binaural Classification for Reverberant Speech Segregation Using Deep Neural Networks

Joint Optimization of a Perceptual Modified Wiener Filtering Mask and Deep Neural Networks for Monaural Speech Separation

Reverberant speech recognition combining deep neural networks and deep autoencoders augmented with a phone-class feature

Iterative Deep Neural Networks for Speaker-Independent Binaural Blind Speech Separation

Speech separation of a target speaker based on deep neural networks

Deep neural networks based binary classification for single channel speaker independent multi-talker speech separation

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