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

Julio Jose Carabias-Orti; Joonas Nikunen; Tuomas Virtanen; Pedro Vera-Candeas

doi:10.1109/taslp.2018.2830105

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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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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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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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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Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation

10th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2010) ◽

10.1109/isspa.2010.5605570 ◽

2010 ◽

Cited By ~ 42

Author(s):

Simon Arberet ◽

Alexey Ozerov ◽

Ngoc Q.K. Duong ◽

Emmanuel Vincent ◽

Remi Gribonval ◽

...

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Source Separation ◽

Nonnegative Matrix ◽

Covariance Model ◽

Spatial Covariance ◽

Audio Source Separation

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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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Direction of Arrival Based Spatial Covariance Model for Blind Sound Source Separation

IEEE/ACM Transactions on Audio Speech and Language Processing ◽

10.1109/taslp.2014.2303576 ◽

2014 ◽

Vol 22 (3) ◽

pp. 727-739 ◽

Cited By ~ 48

Author(s):

Joonas Nikunen ◽

Tuomas Virtanen

Keyword(s):

Sound Source ◽

Source Separation ◽

Direction Of Arrival ◽

Covariance Model ◽

Spatial Covariance ◽

Sound Source Separation

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Multi-Source Localization Using a DOA Kernel Based Spatial Covariance Model and Complex Nonnegative Matrix Factorization

2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM) ◽

10.1109/sam.2018.8448664 ◽

2018 ◽

Cited By ~ 1

Author(s):

J.J. Carabias-Orti ◽

P. Cabanas-Molero ◽

P. Vera-Candeas ◽

J. Nikunen

Keyword(s):

Source Localization ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

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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