A new approach for speech enhancement based on a constrained Nonnegative Matrix Factorization

2011 International Symposium on Intelligent Signal Processing and Communications Systems (ISPACS) ◽

10.1109/ispacs.2011.6146099 ◽

2011 ◽

Cited By ~ 6

Author(s):

Nasser Mohammadiha ◽

Timo Gerkmann ◽

Arne Leijon

Keyword(s):

Speech Enhancement ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

New Approach

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Local Sparsity Based Online Dictionary Learning for Environment-Adaptive Speech Enhancement with Nonnegative Matrix Factorization

10.21437/interspeech.2016-586 ◽

2016 ◽

Cited By ~ 2

Author(s):

Kwang Myung Jeon ◽

Hong Kook Kim

Keyword(s):

Speech Enhancement ◽

Dictionary Learning ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Online Dictionary Learning

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Research on speech enhancement based on nonnegative matrix factorization and improved genetic algorithm

2016 35th Chinese Control Conference (CCC) ◽

10.1109/chicc.2016.7554123 ◽

2016 ◽

Author(s):

Wenqi Wang ◽

Hongjin Zhang ◽

Shan Fu

Keyword(s):

Genetic Algorithm ◽

Speech Enhancement ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Improved Genetic Algorithm

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Speech enhancement based on nonnegative matrix factorization with mixed group sparsity constraint

Proceedings of the Sixth International Symposium on Information and Communication Technology - SoICT 2015 ◽

10.1145/2833258.2833276 ◽

2015 ◽

Cited By ~ 4

Author(s):

Hien-Thanh T. Duong ◽

Quoc-Cuong Nguyen ◽

Cong-Phuong Nguyen ◽

Thanh-Huan Tran ◽

Ngoc Q. K. Duong

Keyword(s):

Speech Enhancement ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Mixed Group ◽

Group Sparsity ◽

Sparsity Constraint

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Linear demixed domain multichannel nonnegative matrix factorization for speech enhancement

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2017.7952201 ◽

2017 ◽

Cited By ~ 1

Author(s):

Toru Taniguchi ◽

Taro Masuda

Keyword(s):

Speech Enhancement ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

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Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization

IEEE Transactions on Audio Speech and Language Processing ◽

10.1109/tasl.2013.2270369 ◽

2013 ◽

Vol 21 (10) ◽

pp. 2140-2151 ◽

Cited By ~ 210

Author(s):

Nasser Mohammadiha ◽

Paris Smaragdis ◽

Arne Leijon

Keyword(s):

Speech Enhancement ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

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A new approach to dictionary-based nonnegative matrix factorization

2017 25th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco.2017.8081256 ◽

2017 ◽

Cited By ~ 1

Author(s):

Jeremy E. Cohen ◽

Nicolas Gillis

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

New Approach

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Leveraging nonnegative matrix factorization in processing the temporal modulation spectrum for speech enhancement

2016 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW) ◽

10.1109/icce-tw.2016.7521042 ◽

2016 ◽

Author(s):

Syu-Siang Wang ◽

Jeremy Chiaming Yang ◽

Yu Tsao ◽

Jeih-weih Hung

Keyword(s):

Speech Enhancement ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Temporal Modulation ◽

Modulation Spectrum

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Semi-Supervised Speech Enhancement Combining Nonnegative Matrix Factorization and Robust Principal Component Analysis

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e100.a.1714 ◽

2017 ◽

Vol E100.A (8) ◽

pp. 1714-1719 ◽

Cited By ~ 3

Author(s):

Yonggang HU ◽

Xiongwei ZHANG ◽

Xia ZOU ◽

Meng SUN ◽

Yunfei ZHENG ◽

...

Keyword(s):

Principal Component Analysis ◽

Speech Enhancement ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Principal Component ◽

Component Analysis ◽

Robust Principal Component Analysis

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Efficient model selection for speech enhancement using a deflation method for Nonnegative Matrix Factorization

2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP) ◽

10.1109/globalsip.2014.7032175 ◽

2014 ◽

Cited By ~ 2

Author(s):

Minje Kim ◽

Paris Smaragdis

Keyword(s):

Model Selection ◽

Speech Enhancement ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Selection For

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Speech enhancement using segmental nonnegative matrix factorization

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

10.1109/icassp.2014.6854450 ◽

2014 ◽

Cited By ~ 15

Author(s):

Hao-Teng Fan ◽

Jeih-weih Hung ◽

Xugang Lu ◽

Syu-Siang Wang ◽

Yu Tsao

Keyword(s):

Speech Enhancement ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

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