Speech Enhancement Using Nonnegative Matrix Factorization with Overlapping Group Sparsity Constraint

Proceedings of the 2020 The 4th International Conference on Graphics and Signal Processing ◽

10.1145/3406971.3406975 ◽

2020 ◽

Author(s):

Haobin Wen ◽

Lin Liang ◽

Fei Liu

Keyword(s):

Speech Enhancement ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Group Sparsity ◽

Overlapping Group Sparsity ◽

Sparsity Constraint

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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 ◽

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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Exploiting Nonnegative Matrix Factorization with Mixed Group Sparsity Constraint to Separate Speech Signal from Single-channel Mixture with Unknown Ambient Noise

EAI Endorsed Transactions on Context-aware Systems and Applications ◽

10.4108/eai.14-3-2018.154342 ◽

2018 ◽

Vol 4 (13) ◽

pp. 154342 ◽

Author(s):

Thanh Thi Hien Duong ◽

Phuong Cong Nguyen ◽

Cuong Quoc Nguyen

Keyword(s):

Matrix Factorization ◽

Speech Signal ◽

Ambient Noise ◽

Nonnegative Matrix Factorization ◽

Single Channel ◽

Nonnegative Matrix ◽

Mixed Group ◽

Group Sparsity ◽

Sparsity Constraint

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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 ◽

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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Itakura-Saito nonnegative matrix factorization with group sparsity

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2011.5946318 ◽

2011 ◽

Author(s):

Augustin Lefevre ◽

Francis Bach ◽

Cedric Fevotte

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

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Dictionary learning by nonnegative matrix factorization with 1/2-norm sparsity constraint

2013 IEEE International Conference on Cybernetics (CYBCO) ◽

10.1109/cybconf.2013.6617435 ◽

2013 ◽

Author(s):

Zhenni Li ◽

Zunyi Tang ◽

Shuxue Ding

Keyword(s):

Dictionary Learning ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Sparsity Constraint

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Two fast vector-wise update algorithms for orthogonal nonnegative matrix factorization with sparsity constraint

Journal of Computational and Applied Mathematics ◽

10.1016/j.cam.2020.112785 ◽

2020 ◽

Vol 375 ◽

pp. 112785

Author(s):

Wenbo Li ◽

Jicheng Li ◽

Xuenian Liu ◽

Liqiang Dong

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Sparsity Constraint

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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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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 ◽

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 ◽

Author(s):

Nasser Mohammadiha ◽

Paris Smaragdis ◽

Arne Leijon

Keyword(s):

Speech Enhancement ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

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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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