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 ◽

Author(s):

Tian Gao ◽

Jun Du ◽

Li Xu ◽

Cong Liu ◽

Li-Rong Dai ◽

...

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Speech Separation

Download Full-text

Binaural Reverberant Speech Separation Based on Deep Neural Networks

10.21437/interspeech.2017-297 ◽

2017 ◽

Author(s):

Xueliang Zhang ◽

DeLiang Wang

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Speech Separation ◽

Reverberant Speech

Download Full-text

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 ◽

Author(s):

Yanhui Tu ◽

Jun Du ◽

Yong Xu ◽

Lirong Dai ◽

Chin-Hui Lee

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Speech Separation ◽

Speech Features

Download Full-text

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

2018 52nd Asilomar Conference on Signals, Systems, and Computers ◽

10.1109/acssc.2018.8645219 ◽

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 ◽

Download Full-text

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 ◽

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

Download Full-text

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

Download Full-text

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 ◽

Author(s):

Qingju Liu ◽

Yong Xu ◽

Philip JB Jackson ◽

Wenwu Wang ◽

Philip Coleman

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Speech Separation ◽

Speaker Independent

Download Full-text

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 ◽

Author(s):

Jun Du ◽

Yanhui Tu ◽

Yong Xu ◽

Lirong Dai ◽

Chin-Hui Lee

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Speech Separation ◽

Download Full-text

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 ◽

Author(s):

Nasir Saleem ◽

Muhammad Irfan Khattak

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Single Channel ◽

Binary Classification ◽

Speech Separation ◽

Speaker Independent

Download Full-text

Segmented Time-Frequency Masking Algorithm for Speech Separation Based on Deep Neural Networks

2020 13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) ◽

10.1109/cisp-bmei51763.2020.9263673 ◽

2020 ◽

Author(s):

Xinyu Guo ◽

Shifeng Ou ◽

Meng Gao ◽

Ying Gao

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Speech Separation ◽

Download Full-text

Speech Separation based on signal-noise-dependent deep neural networks for robust speech recognition

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2015.7177932 ◽

2015 ◽

Author(s):

Yan-Hui Tu ◽

Jun Du ◽

Li-Rong Dai ◽

Chin-Hui Lee

Keyword(s):

Neural Networks ◽

Speech Recognition ◽

Deep Neural Networks ◽

Robust Speech Recognition ◽

Speech Separation ◽

Download Full-text