Single-channel blind separation using L1-sparse complex non-negative matrix factorization for acoustic signals

P. Parathai; W. L. Woo; S. S. Dlay; Bin Gao

doi:10.1121/1.4903913

Single-channel blind separation using L1-sparse complex non-negative matrix factorization for acoustic signals

The Journal of the Acoustical Society of America ◽

10.1121/1.4903913 ◽

2015 ◽

Vol 137 (1) ◽

pp. EL124-EL129 ◽

Cited By ~ 16

Author(s):

P. Parathai ◽

W. L. Woo ◽

S. S. Dlay ◽

Bin Gao

Keyword(s):

Matrix Factorization ◽

Single Channel ◽

Acoustic Signals ◽

Blind Separation ◽

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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Feature Extraction Based on the Non-Negative Matrix Factorization of Convolutional Neural Networks for Monitoring Domestic Activity With Acoustic Signals

IEEE Access ◽

10.1109/access.2020.3007199 ◽

2020 ◽

Vol 8 ◽

pp. 122384-122395

Author(s):

Seokjin Lee ◽

Hee-Suk Pang

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Convolutional Neural Networks ◽

Matrix Factorization ◽

Acoustic Signals ◽

Domestic Activity ◽

Non Negative Matrix Factorization

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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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Investigating Single Channel Source Separation Using Non-Negative Matrix Factorization and Its Variants for Overlapping Speech Signal

2019 International Conference on Nascent Technologies in Engineering (ICNTE) ◽

10.1109/icnte44896.2019.8946013 ◽

2019 ◽

Author(s):

Nandini C Nag ◽

Milind S Shah

Keyword(s):

Matrix Factorization ◽

Speech Signal ◽

Single Channel ◽

Source Separation ◽

Non Negative Matrix Factorization

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An adaptive time-frequency resolution approach for Non-negative Matrix Factorization based single channel sound source separation

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2011.5946388 ◽

2011 ◽

Cited By ~ 7

Author(s):

Serap Kirbiz ◽

Paris Smaragdis

Keyword(s):

Sound Source ◽

Matrix Factorization ◽

Single Channel ◽

Source Separation ◽

Frequency Resolution ◽

Time Frequency ◽

Sound Source Separation ◽

Adaptive Time ◽

Non Negative Matrix Factorization

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Perceptual single-channel audio source separation by non-negative matrix factorization

2009 IEEE 17th Signal Processing and Communications Applications Conference ◽

10.1109/siu.2009.5136421 ◽

2009 ◽

Cited By ~ 5

Author(s):

Serap Kirbiz ◽

Bilge Gunsel

Keyword(s):

Matrix Factorization ◽

Single Channel ◽

Source Separation ◽

Audio Source 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 ◽

Cited By ~ 3

Author(s):

Sinan Yildirim ◽

Murat Saraclar

Keyword(s):

Matrix Factorization ◽

Single Channel ◽

Speech Separation ◽

Non Negative Matrix Factorization

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Perceptually enhanced blind single-channel music source separation by Non-negative Matrix Factorization

Digital Signal Processing ◽

10.1016/j.dsp.2012.10.001 ◽

2013 ◽

Vol 23 (2) ◽

pp. 646-658 ◽

Cited By ~ 8

Author(s):

S. Kırbız ◽

B. Günsel

Keyword(s):

Matrix Factorization ◽

Single Channel ◽

Source 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 ◽

Cited By ~ 6

Author(s):

Mikkel N. Schmidt ◽

Rasmus K. Olsson

Keyword(s):

Matrix Factorization ◽

Single Channel ◽

Speech Separation ◽

Non Negative Matrix Factorization

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