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

Tuomas Virtanen

doi:10.1109/tasl.2006.885253

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 ◽

Cited By ~ 561

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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Multichannel Blind Sound Source Separation Using Spatial Covariance Model With Level and Time Differences and Nonnegative Matrix Factorization

IEEE/ACM Transactions on Audio Speech and Language Processing ◽

10.1109/taslp.2018.2830105 ◽

2018 ◽

Vol 26 (9) ◽

pp. 1512-1527 ◽

Cited By ~ 4

Author(s):

Julio Jose Carabias-Orti ◽

Joonas Nikunen ◽

Tuomas Virtanen ◽

Pedro Vera-Candeas

Keyword(s):

Sound Source ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

Covariance Model ◽

Spatial Covariance ◽

Sound Source Separation

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Sequential initialization of multichannel nonnegative matrix factorization for sound source separation

2017 IEEE 6th Global Conference on Consumer Electronics (GCCE) ◽

10.1109/gcce.2017.8229207 ◽

2017 ◽

Cited By ~ 2

Author(s):

Takanobu Uramoto ◽

Yuuki Tachioka ◽

Tomohiro Narita ◽

Iori Miura ◽

Shingo Uenohara ◽

...

Keyword(s):

Sound Source ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

Sound Source Separation

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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 ◽

Cited By ~ 8

Author(s):

Koichi Kitamura ◽

Yoshiaki Bando ◽

Katsutoshi Itoyama ◽

Kazuyoshi Yoshii

Keyword(s):

Blind Source Separation ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

Student’S T

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Sound Source Separation Based on Multichannel Non-negative Matrix Factorization with Weighted Averaging

Complex, Intelligent and Software Intensive Systems - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-50454-0_17 ◽

2020 ◽

pp. 177-187

Author(s):

Tsuyoshi Yamamoto ◽

Shingo Uenohara ◽

Keisuke Nishijima ◽

Ken’ichi Furuya

Keyword(s):

Sound Source ◽

Matrix Factorization ◽

Source Separation ◽

Weighted Averaging ◽

Sound Source Separation ◽

Non Negative Matrix Factorization

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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 ◽

Cited By ~ 1

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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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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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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