Single-Channel Speech Separation Based on Non-negative Matrix Factorization and Factorial Conditional Random Field

Chinese Journal of Electronics ◽

10.1049/cje.2018.06.016 ◽

2018 ◽

Vol 27 (5) ◽

pp. 1063-1070

Author(s):

Xu LI ◽

Ming TU ◽

Xiaofei WANG ◽

Chao WU ◽

Qiang FU ◽

...

Keyword(s):

Random Field ◽

Matrix Factorization ◽

Single Channel ◽

Conditional Random Field ◽

Speech Separation ◽

Non Negative Matrix Factorization

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Single channel music and speech separation using non-negative matrix factorization

2009 IEEE 17th Signal Processing and Communications Applications Conference ◽

10.1109/siu.2009.5136392 ◽

2009 ◽

Author(s):

Sinan Yildirim ◽

Murat Saraclar

Keyword(s):

Matrix Factorization ◽

Single Channel ◽

Speech Separation ◽

Non Negative Matrix Factorization

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Single-channel speech separation by including spectral structure information within non-negative matrix factorization

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

10.1109/chinasip.2015.7230478 ◽

2015 ◽

Author(s):

Yuxiao Feng ◽

Christian Ritz

Keyword(s):

Matrix Factorization ◽

Single Channel ◽

Spectral Structure ◽

Speech Separation ◽

Structure Information ◽

Non Negative Matrix Factorization

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Single-channel speech separation using sparse non-negative matrix factorization

10.21437/interspeech.2006-655 ◽

2006 ◽

Author(s):

Mikkel N. Schmidt ◽

Rasmus K. Olsson

Keyword(s):

Matrix Factorization ◽

Single Channel ◽

Speech Separation ◽

Non Negative Matrix Factorization

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Discriminative non-negative matrix factorization for single-channel speech separation

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

10.1109/icassp.2014.6854302 ◽

2014 ◽

Author(s):

Zi Wang ◽

Fei Sha

Keyword(s):

Matrix Factorization ◽

Single Channel ◽

Speech Separation ◽

Non Negative Matrix Factorization

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Performance evaluation of single channel speech separation using non-negative matrix factorization

2014 IEEE National Conference on Communication, Signal Processing and Networking (NCCSN) ◽

10.1109/nccsn.2014.7001159 ◽

2014 ◽

Author(s):

M. Mona Nandakumar ◽

K. Edet Bijoy

Keyword(s):

Performance Evaluation ◽

Matrix Factorization ◽

Single Channel ◽

Speech Separation ◽

Non Negative Matrix Factorization

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Model-based non-negative matrix factorization for single-channel speech separation

2011 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) ◽

10.1109/icspcc.2011.6061795 ◽

2011 ◽

Author(s):

Nengheng Zheng ◽

Tan Lee ◽

Chun-Man Mak

Keyword(s):

Matrix Factorization ◽

Single Channel ◽

Speech Separation ◽

Model Based ◽

Non Negative Matrix Factorization

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Non-Negative Matrix Factorization with Sparsity Learning for Single Channel Audio Source Separation

Independent Component Analysis for Audio and Biosignal Applications ◽

10.5772/48068 ◽

2012 ◽

Author(s):

Bin Gao ◽

W.L. Woo

Keyword(s):

Matrix Factorization ◽

Single Channel ◽

Source Separation ◽

Audio Source Separation ◽

Non Negative Matrix Factorization

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Robust Non-negative Matrix Factorization with β-Divergence for Speech Separation

ETRI Journal ◽

10.4218/etrij.17.0115.0122 ◽

2017 ◽

Vol 39 (1) ◽

pp. 21-29 ◽

Author(s):

Yinan Li ◽

Xiongwei Zhang ◽

Meng Sun

Keyword(s):

Matrix Factorization ◽

Speech Separation ◽

Non Negative Matrix Factorization

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Using dynamic conditional random field on single-microphone speech separation

2013 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2013.6637626 ◽

2013 ◽

Author(s):

Yu Ting Yeung ◽

Tan Lee ◽

Cheung-Chi Leung

Keyword(s):

Random Field ◽

Conditional Random Field ◽

Speech Separation

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Mixtures of Gamma Priors for Non-negative Matrix Factorization Based Speech Separation

Independent Component Analysis and Signal Separation - Lecture Notes in Computer Science ◽

10.1007/978-3-642-00599-2_81 ◽

2009 ◽

pp. 646-653 ◽

Author(s):

Tuomas Virtanen ◽

Ali Taylan Cemgil

Keyword(s):

Matrix Factorization ◽

Speech Separation ◽

Non Negative Matrix Factorization

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