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

Mapping Intimacies ◽

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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Learning Hidden Markov Models Using Nonnegative Matrix Factorization

IEEE Transactions on Information Theory ◽

10.1109/tit.2011.2132490 ◽

2011 ◽

Vol 57 (6) ◽

pp. 3963-3970 ◽

Cited By ~ 11

Author(s):

George Cybenko ◽

Valentino Crespi

Keyword(s):

Hidden Markov Models ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Markov Models ◽

Hidden Markov ◽

Nonnegative Matrix

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Topic Models, Nonnegative Matrix Factorization, Hidden Markov Models, and Graphical Models

Foundations of Data Science ◽

10.1017/9781108755528.009 ◽

2020 ◽

pp. 274-317

Keyword(s):

Hidden Markov Models ◽

Graphical Models ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Markov Models ◽

Hidden Markov ◽

Topic Models ◽

Nonnegative Matrix

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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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Variational regularized two-dimensional nonnegative matrix factorization with the flexible [szlig ]-divergence for single channel source separation

2nd IET International Conference on Intelligent Signal Processing 2015 (ISP) ◽

10.1049/cp.2015.1788 ◽

2015 ◽

Author(s):

Kaiwen Yu ◽

W.L. Woo ◽

S.S. Dlay

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Single Channel ◽

Source Separation ◽

Nonnegative Matrix ◽

Two Dimensional

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Student's T nonnegative matrix factorization and positive semidefinite tensor factorization for single-channel audio source separation

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

10.1109/icassp.2016.7471635 ◽

2016 ◽

Cited By ~ 19

Author(s):

Kazuyoshi Yoshii ◽

Katsutoshi Itoyama ◽

Masataka Goto

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Single Channel ◽

Source Separation ◽

Nonnegative Matrix ◽

Positive Semidefinite ◽

Tensor Factorization ◽

Audio Source Separation ◽

Student’S T

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Regularized nonnegative matrix factorization using Gaussian mixture priors for supervised single channel source separation

Computer Speech & Language ◽

10.1016/j.csl.2012.09.002 ◽

2013 ◽

Vol 27 (3) ◽

pp. 746-762 ◽

Cited By ~ 20

Author(s):

Emad M. Grais ◽

Hakan Erdogan

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Single Channel ◽

Source Separation ◽

Nonnegative Matrix ◽

Gaussian Mixture

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Toward Finding Optimal Source Dictionaries for Single Channel Music Source Separation Using Nonnegative Matrix Factorization

2018 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci.2018.8628941 ◽

2018 ◽

Cited By ~ 2

Author(s):

Bhathiya Rathnayake ◽

K.M.K. Weerakoon ◽

G.M.R.I. Godaliyadda ◽

M.P.B. Ekanayake

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Single Channel ◽

Source Separation ◽

Nonnegative Matrix

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Gaussian mixture gain priors for regularized nonnegative matrix factorization in single- channel source separation

10.21437/interspeech.2012-429 ◽

2012 ◽

Author(s):

Emad M. Grais ◽

Hakan Erdogan

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Single Channel ◽

Source Separation ◽

Nonnegative Matrix ◽

Gaussian Mixture

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Nonnegative matrix factorization 2D with the flexible β-Divergence for single channel source separation

2015 IEEE Workshop on Signal Processing Systems (SiPS) ◽

10.1109/sips.2015.7344990 ◽

2015 ◽

Author(s):

Kaiwen Yu ◽

W. L. Woo ◽

S. S. Dlay

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Single Channel ◽

Source Separation ◽

Nonnegative Matrix

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Initialization of nonnegative matrix factorization dictionaries for single channel source separation

2013 21st Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2013.6531172 ◽

2013 ◽

Cited By ~ 3

Author(s):

E. M. Grais ◽

H. Erdogan

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Single Channel ◽

Source Separation ◽

Nonnegative Matrix

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