Deep Recurrent Neural Networks with Nonlinear Masking Layers and Two-Level Estimation for Speech Separation

Artificial Neural Networks and Machine Learning – ICANN 2019: Text and Time Series - Lecture Notes in Computer Science ◽

10.1007/978-3-030-30490-4_32 ◽

2019 ◽

pp. 397-411

Author(s):

Jiantao Zhang ◽

Pingjian Zhang

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Speech Separation

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Variational Recurrent Neural Networks for Speech Separation

10.21437/interspeech.2017-832 ◽

2017 ◽

Author(s):

Jen-Tzung Chien ◽

Kuan-Ting Kuo

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Speech Separation

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Multichannel Speech Separation with Recurrent Neural Networks from High-Order Ambisonics Recordings

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

10.1109/icassp.2018.8461370 ◽

2018 ◽

Author(s):

Laureline Perotin ◽

Romain Serizel ◽

Emmanuel Vincent ◽

Alexandre Guerin

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Speech Separation

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Phase-sensitive and recognition-boosted speech separation using deep recurrent neural networks

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

10.1109/icassp.2015.7178061 ◽

2015 ◽

Author(s):

Hakan Erdogan ◽

John R. Hershey ◽

Shinji Watanabe ◽

Jonathan Le Roux

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Speech Separation ◽

Phase Sensitive

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Single-channel speech separation with memory-enhanced recurrent neural networks

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2014.6854294 ◽

2014 ◽

Author(s):

Felix Weninger ◽

Florian Eyben ◽

Bjorn Schuller

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Single Channel ◽

Speech Separation ◽

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Recurrent Neural Networks for Cochannel Speech Separation in Reverberant Environments

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

10.1109/icassp.2018.8462014 ◽

2018 ◽

Author(s):

Masood Delfarah ◽

DeLiang Wang

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Speech Separation ◽

Reverberant Environments

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Multitalker Speech Separation With Utterance-Level Permutation Invariant Training of Deep Recurrent Neural Networks

IEEE/ACM Transactions on Audio Speech and Language Processing ◽

10.1109/taslp.2017.2726762 ◽

2017 ◽

Vol 25 (10) ◽

pp. 1901-1913 ◽

Author(s):

Morten Kolbaek ◽

Dong Yu ◽

Zheng-Hua Tan ◽

Jesper Jensen

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Speech Separation

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An Improved Supervised Speech Separation Method Based on Perceptual Weighted Deep Recurrent Neural Networks

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e100.a.718 ◽

2017 ◽

Vol E100.A (2) ◽

pp. 718-721 ◽

Author(s):

Wei HAN ◽

Xiongwei ZHANG ◽

Meng SUN ◽

Li LI ◽

Wenhua SHI

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Separation Method ◽

Speech Separation

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Speech Separation Based on Higher Order Statistics Using Recurrent Neural Networks

Hybrid Information Systems ◽

10.1007/978-3-7908-1782-9_5 ◽

2002 ◽

pp. 45-55

Author(s):

Yan Li ◽

David M. W. Powers

Keyword(s):

Neural Networks ◽

Order Statistics ◽

Recurrent Neural Networks ◽

Higher Order ◽

Higher Order Statistics ◽

Speech Separation

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Discriminatively trained recurrent neural networks for single-channel speech separation

2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP) ◽

10.1109/globalsip.2014.7032183 ◽

2014 ◽

Author(s):

Felix Weninger ◽

John R. Hershey ◽

Jonathan Le Roux ◽

Bjorn Schuller

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Single Channel ◽

Speech Separation

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Discriminative deep recurrent neural networks for monaural speech separation

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2016.7472136 ◽

2016 ◽

Author(s):

Guan-Xiang Wang ◽

Chung-Chien Hsu ◽

Jen-Tzung Chien

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Speech Separation

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