Machine Learning Source Separation Using Maximum a Posteriori Nonnegative Matrix Factorization

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2013.2281332 ◽

2014 ◽

Vol 44 (7) ◽

pp. 1169-1179 ◽

Author(s):

Bin Gao ◽

W. L. Woo ◽

Bingo W-K Ling

Keyword(s):

Machine Learning ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

Maximum A Posteriori ◽

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Parallel multichannel blind source separation using a spatial covariance model and nonnegative matrix factorization

The Journal of Supercomputing ◽

10.1007/s11227-021-03771-y ◽

2021 ◽

Author(s):

A. J. Muñoz-Montoro ◽

J. J. Carabias-Orti ◽

R. Cortina ◽

S. García-Galán ◽

J. Ranilla

Keyword(s):

Blind Source Separation ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

Covariance Model ◽

Spatial Covariance

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Hidden Markov models as priors for regularized nonnegative matrix factorization in single-channel source separation

10.21437/interspeech.2012-433 ◽

2012 ◽

Author(s):

Emad M. Grais ◽

Hakan Erdogan

Keyword(s):

Hidden Markov Models ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Markov Models ◽

Single Channel ◽

Hidden Markov ◽

Source Separation ◽

Nonnegative Matrix

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Student's t multichannel nonnegative matrix factorization for blind source separation

2016 IEEE International Workshop on Acoustic Signal Enhancement (IWAENC) ◽

10.1109/iwaenc.2016.7602889 ◽

2016 ◽

Author(s):

Koichi Kitamura ◽

Yoshiaki Bando ◽

Katsutoshi Itoyama ◽

Kazuyoshi Yoshii

Keyword(s):

Blind Source Separation ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

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Fast Multichannel Nonnegative Matrix Factorization With Directivity-Aware Jointly-Diagonalizable Spatial Covariance Matrices for Blind Source Separation

IEEE/ACM Transactions on Audio Speech and Language Processing ◽

10.1109/taslp.2020.3019181 ◽

2020 ◽

Vol 28 ◽

pp. 2610-2625 ◽

Author(s):

Kouhei Sekiguchi ◽

Yoshiaki Bando ◽

Aditya Arie Nugraha ◽

Kazuyoshi Yoshii ◽

Tatsuya Kawahara

Keyword(s):

Blind Source Separation ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

Covariance Matrices ◽

Spatial Covariance

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Monaural Sound Source Separation by Nonnegative Matrix Factorization With Temporal Continuity and Sparseness Criteria

IEEE Transactions on Audio Speech and Language Processing ◽

10.1109/tasl.2006.885253 ◽

2007 ◽

Vol 15 (3) ◽

pp. 1066-1074 ◽

Author(s):

Tuomas Virtanen

Keyword(s):

Sound Source ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

Sound Source Separation ◽

Temporal Continuity

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Unsupervised Single Channel Source Separation with Nonnegative Matrix Factorization

The 7th International Conference on Information Technology ◽

10.15849/icit.2015.0073 ◽

2015 ◽

Author(s):

A.M. Darsono ◽

Shakir Saat ◽

N.M. Z. Hashim ◽

A.A.M ISA

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Single Channel ◽

Source Separation ◽

Nonnegative Matrix

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Low-Complexity Recursive-Least-Squares-Based Online Nonnegative Matrix Factorization Algorithm for Audio Source Separation

IEICE Transactions on Information and Systems ◽

10.1587/transinf.2016edl8226 ◽

2017 ◽

Vol E100.D (5) ◽

pp. 1152-1156

Author(s):

Seokjin LEE

Keyword(s):

Least Squares ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

Low Complexity ◽

Recursive Least Squares ◽

Factorization Algorithm ◽

Audio Source Separation

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Dual-Transform Source Separation Using Sparse Nonnegative Matrix Factorization

Circuits Systems and Signal Processing ◽

10.1007/s00034-020-01564-x ◽

2020 ◽

Author(s):

Md. Imran Hossain ◽

Md. Shohidul Islam ◽

Mst. Titasa Khatun ◽

Rizwan Ullah ◽

Asim Masood ◽

...

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

Sparse Nonnegative Matrix Factorization ◽

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Online Blind Source Separation Using Incremental Nonnegative Matrix Factorization With Volume Constraint

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2011.2109396 ◽

2011 ◽

Vol 22 (4) ◽

pp. 550-560 ◽

Author(s):

Guoxu Zhou ◽

Zuyuan Yang ◽

Shengli Xie ◽

Jun-Mei Yang

Keyword(s):

Blind Source Separation ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

Volume Constraint

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Blind Audio Source Separation with Sparse Nonnegative Matrix Factorization

Research Journal of Applied Sciences Engineering and Technology ◽

10.19026/rjaset.7.894 ◽

2014 ◽

Vol 7 (23) ◽

pp. 5015-5020

Author(s):

Abd Majid Darsono ◽

N.Z. Haron ◽

Shakir Saat ◽

M.M. Ibrahim ◽

N.A. Manap

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

Audio Source Separation ◽

Sparse Nonnegative Matrix Factorization

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