Audio Source Separation Method based on Beamspace-domain Multichannel Non-negative Matrix Factorization, Part II: A Study on the Beamspace Transform Algorithms

Seok-Jin Lee; Sang-Ha Park; Koeng-Mo Sung

doi:10.7776/ask.2012.31.5.332

Audio Source Separation Method based on Beamspace-domain Multichannel Non-negative Matrix Factorization, Part II: A Study on the Beamspace Transform Algorithms

The Journal of the Acoustical Society of Korea ◽

10.7776/ask.2012.31.5.332 ◽

2012 ◽

Vol 31 (5) ◽

pp. 332-339

Author(s):

Seok-Jin Lee ◽

Sang-Ha Park ◽

Koeng-Mo Sung

Keyword(s):

Matrix Factorization ◽

Source Separation ◽

Separation Method ◽

Audio Source Separation ◽

Non Negative Matrix Factorization

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Audio Source Separation Method Based on Beamspace-domain Multichannel Non-negative Matrix Factorization, Part I: Beamspace-domain Multichannel Non-negative Matrix Factorization system

The Journal of the Acoustical Society of Korea ◽

10.7776/ask.2012.31.5.317 ◽

2012 ◽

Vol 31 (5) ◽

pp. 317-331

Author(s):

Seok-Jin Lee ◽

Sang-Ha Park ◽

Koeng-Mo Sung

Keyword(s):

Matrix Factorization ◽

Source Separation ◽

Separation Method ◽

Factorization System ◽

Audio Source 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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Relative group sparsity for non-negative matrix factorization with application to on-the-fly audio source separation

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

10.1109/icassp.2015.7177971 ◽

2015 ◽

Cited By ~ 4

Author(s):

Dalia El Badawy ◽

Alexey Ozerov ◽

Ngoc Q. K. Duong

Keyword(s):

Matrix Factorization ◽

Source Separation ◽

Group Sparsity ◽

Audio Source Separation ◽

Non Negative Matrix Factorization

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Prior structures for non‐negative matrix factorization based audio source separation.

The Journal of the Acoustical Society of America ◽

10.1121/1.4783112 ◽

2008 ◽

Vol 124 (4) ◽

pp. 2571-2571

Author(s):

Tuomas Virtanen ◽

Ali Taylan Cemgil

Keyword(s):

Matrix Factorization ◽

Source Separation ◽

Audio Source Separation ◽

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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Supervised non-negative matrix factorization for audio source separation

Excursions in Harmonic Analysis, Volume 4 - Applied and Numerical Harmonic Analysis ◽

10.1007/978-3-319-20188-7_16 ◽

2015 ◽

pp. 407-420 ◽

Cited By ~ 3

Author(s):

Pablo Sprechmann ◽

Alex M. Bronstein ◽

Guillermo Sapiro

Keyword(s):

Matrix Factorization ◽

Source Separation ◽

Audio Source Separation ◽

Non Negative Matrix Factorization

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Spatial sparsity-based blind source separation method including non-negative matrix factorization for multispectral image unmixing

2011 10th International Workshop on Electronics, Control, Measurement and Signals ◽

10.1109/iwecms.2011.5952365 ◽

2011 ◽

Author(s):

Moussa Sofiane Karoui ◽

Yannick Deville ◽

Shahram Hosseini ◽

Abdelaziz Ouamri

Keyword(s):

Blind Source Separation ◽

Matrix Factorization ◽

Source Separation ◽

Multispectral Image ◽

Separation Method ◽

Spatial Sparsity ◽

Non Negative Matrix Factorization

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Under-determined reverberant audio source separation using Bayesian Non-negative Matrix Factorization

Speech Communication ◽

10.1016/j.specom.2016.01.003 ◽

2016 ◽

Vol 81 ◽

pp. 129-137 ◽

Cited By ~ 6

Author(s):

Sayeh Mirzaei ◽

Hugo Van Hamme ◽

Yaser Norouzi

Keyword(s):

Matrix Factorization ◽

Source Separation ◽

Audio Source Separation ◽

Non Negative Matrix Factorization

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An interactive audio source separation framework based on non-negative matrix factorization

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

10.1109/icassp.2014.6853861 ◽

2014 ◽

Cited By ~ 12

Author(s):

Ngoc Q. K. Duong ◽

Alexey Ozerov ◽

Louis Chevallier ◽

Joel Sirot

Keyword(s):

Matrix Factorization ◽

Source Separation ◽

Audio Source Separation ◽

Non Negative Matrix Factorization

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Shifted and convolutive source-filter non-negative matrix factorization for monaural audio source separation

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

10.1109/icassp.2016.7471723 ◽

2016 ◽

Cited By ~ 1

Author(s):

Tomohiko Nakamura ◽

Hirokazu Kameoka

Keyword(s):

Matrix Factorization ◽

Source Separation ◽

Audio Source Separation ◽

Non Negative Matrix Factorization

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