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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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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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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Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2018.8512480 ◽

2018 ◽

Author(s):

Huy Phan ◽

Fernando Andreotti ◽

Navin Cooray ◽

Oliver Y. Chen ◽

Maarten De Vos

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Single Channel ◽

Sleep Stage ◽

Stage Classification ◽

Sleep Stage Classification

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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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Incremental Binarization on Recurrent Neural Networks for Single-channel Source Separation

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2019.8682595 ◽

2019 ◽

Author(s):

Sunwoo Kim ◽

Mrinmoy Maity ◽

Minje Kim

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Single Channel ◽

Source 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 ◽

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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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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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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On Learning Spectral Masking for Single Channel Speech Enhancement Using Feedforward and Recurrent Neural Networks

IEEE Access ◽

10.1109/access.2020.3021061 ◽

2020 ◽

Vol 8 ◽

pp. 160581-160595

Author(s):

Nasir Saleem ◽

Muhammad Irfan Khattak ◽

Muath Al-Hasan ◽

Abdul Baseer Qazi

Keyword(s):

Neural Networks ◽

Speech Enhancement ◽

Recurrent Neural Networks ◽

Single Channel ◽

Spectral Masking

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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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