Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization

15 September 2017

Nasser Mohammadiha

Papers citing "Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization"

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Title
RaD-Net 2: A causal two-stage repairing and denoising speech enhancement network with knowledge distillation and complex axial self-attention Mingshuai Liu Zhuangqi Chen Xiaopeng Yan Yuanjun Lv Xianjun Xia Chuanzeng Huang Yijian Xiao Lei Xie 52 2 0 11 Jun 2024
Speech Robust Bench: A Robustness Benchmark For Speech Recognition Muhammad A. Shah David Solans Noguero Mikko A. Heikkilä Nicolas Kourtellis 32 5 0 08 Mar 2024
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge Simon Leglaive Matthieu Fraticelli Hend ElGhazaly Léonie Borne Mostafa Sadeghi Scott Wisdom Manuel Pariente J. Hershey Daniel Pressnitzer Jon P. Barker 24 8 0 02 Feb 2024
The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement Simon Leglaive Léonie Borne Efthymios Tzinis M. Sadeghi Matthieu Fraticelli Scott Wisdom Manuel Pariente Daniel Pressnitzer J. Hershey 32 17 0 07 Jul 2023
SkipConvGAN: Monaural Speech Dereverberation using Generative Adversarial Networks via Complex Time-Frequency Masking Vinay Kothapally John H. L. Hansen 6 21 0 22 Nov 2022
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen DRL 23 5 0 16 Nov 2022
Audio Signal Enhancement with Learning from Positive and Unlabelled Data N. Ito Masashi Sugiyama 21 7 0 27 Oct 2022
ClearBuds: Wireless Binaural Earbuds for Learning-Based Speech Enhancement Ishan Chatterjee Maruchi Kim V. Jayaram Shyamnath Gollakota Ira Kemelmacher-Shlizerman Shwetak N. Patel S. M. Seitz 21 24 0 27 Jun 2022
GMM based multi-stage Wiener filtering for low SNR speech enhancement Wageesha Manamperi P. Samarasinghe T. Abhayapala J. Zhang 21 6 0 19 Jun 2022
Music Source Separation with Generative Flow Ge Zhu Jordan Darefsky Fei Jiang A. Selitskiy Z. Duan 25 6 0 19 Apr 2022
A Novel Temporal Attentive-Pooling based Convolutional Recurrent Architecture for Acoustic Signal Enhancement Tassadaq Hussain Wei-Chien Wang M. Gogate K. Dashtipour Yu Tsao Xugang Lu A. Ahsan Amir Hussain 21 3 0 24 Jan 2022
Speech Enhancement Based on Cyclegan with Noise-informed Training Wen-Yuan Ting Syu-Siang Wang Hsin-Li Chang B. Su Yu Tsao GAN 26 5 0 19 Oct 2021
Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders Xiaoyu Bie Simon Leglaive Xavier Alameda-Pineda Laurent Girin DiffM 30 54 0 23 Jun 2021
Speech enhancement with weakly labelled data from AudioSet Qiuqiang Kong Haohe Liu Xingjian Du Li Chen Rui Xia Yuxuan Wang 18 18 0 19 Feb 2021
The Cone of Silence: Speech Separation by Localization Teerapat Jenrungrot V. Jayaram S. M. Seitz Ira Kemelmacher-Shlizerman 27 54 0 12 Oct 2020
Improved Lite Audio-Visual Speech Enhancement Shang-Yi Chuang Hsin-Min Wang Yu Tsao 33 32 0 30 Aug 2020
CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application Yu-Wen Chen Kuo-Hsuan Hung You-Jin Li A. Kang Ya-Hsin Lai Kai-Chun Liu Szu-Wei Fu Syu-Siang Wang Yu Tsao 33 5 0 21 Aug 2020
An Overview of Voice Conversion and its Challenges: From Statistical Modeling to Deep Learning Berrak Sisman Junichi Yamagishi Simon King Haizhou Li BDL 41 318 0 09 Aug 2020
On the Use of Audio Fingerprinting Features for Speech Enhancement with Generative Adversarial Network Farnood Faraji Yazid Attabi B. Champagne Weiping Zhu 11 5 0 27 Jul 2020
A Speech Enhancement Algorithm based on Non-negative Hidden Markov Model and Kullback-Leibler Divergence Yang Xiang Liming Shi Jesper Lisby Højvang M. Rasmussen M. G. Christensen 8 1 0 30 Jun 2020
SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement R. Rehr Timo Gerkmann 6 15 0 07 Apr 2020
On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement Ashutosh Pandey DeLiang Wang 24 52 0 10 Feb 2020
Single Channel Speech Enhancement Using Temporal Convolutional Recurrent Neural Networks Jingdong Li Hui Zhang Xueliang Zhang Changliang Li 13 9 0 02 Feb 2020
Speech Enhancement based on Denoising Autoencoder with Multi-branched Encoders Cheng Yu Ryandhimas E. Zezario Syu-Siang Wang Jonathan Sherman Yi-Yen Hsieh Xugang Lu Hsin-Min Wang Yu Tsao 27 38 0 06 Jan 2020
Mixture of Inference Networks for VAE-based Audio-visual Speech Enhancement M. Sadeghi Xavier Alameda-Pineda 13 21 0 23 Dec 2019
A Recurrent Variational Autoencoder for Speech Enhancement Simon Leglaive Xavier Alameda-Pineda Laurent Girin Radu Horaud DRL 19 78 0 24 Oct 2019
End-to-end speech enhancement based on discrete cosine transform Chuang Geng Lei Wang 22 17 0 17 Oct 2019
Modeling the Comb Filter Effect and Interaural Coherence for Binaural Source Separation Luca Remaggi Philip J. B. Jackson Wenwu Wang 11 7 0 04 Oct 2019
Improving the Intelligibility of Electric and Acoustic Stimulation Speech Using Fully Convolutional Networks Based Speech Enhancement N. Wang H. Wang Tao-Wei Wang Szu-Wei Fu Xugan Lu Yu Tsao Hsin-Min Wang 28 1 0 26 Sep 2019
Multichannel Speech Enhancement by Raw Waveform-mapping using Fully Convolutional Networks Changle Liu Sze-Wei Fu You-Jin Li Jen-Wei Huang Hsin-Min Wang Yu Tsao 30 50 0 26 Sep 2019
Generative Speech Enhancement Based on Cloned Networks Michael Chinen W. Kleijn Felicia S. C. Lim Jan Skoglund 11 1 0 10 Sep 2019
On the Effectiveness of Low-Rank Matrix Factorization for LSTM Model Compression Genta Indra Winata Andrea Madotto Jamin Shin Elham J. Barezi Pascale Fung 24 28 0 27 Aug 2019
Audio-visual Speech Enhancement Using Conditional Variational Auto-Encoders M. Sadeghi Simon Leglaive Xavier Alameda-Pineda Laurent Girin Radu Horaud DiffM 27 65 0 07 Aug 2019
Automatic Quality Control and Enhancement for Voice-Based Remote Parkinson's Disease Detection A. H. Poorjam M. Kavalekalam Liming Shi Yordan P. Raykov Jesper Rindom Jensen Max A. Little M. G. Christensen 26 19 0 28 May 2019
Unsupervised Low Latency Speech Enhancement with RT-GCC-NMF Sean U. N. Wood Jean Rouat 11 17 0 05 Apr 2019
Directional Embedding Based Semi-supervised Framework For Bird Vocalization Segmentation Anshul Thakur Padmanabhan Rajan 20 2 0 26 Feb 2019
Speech enhancement with variational autoencoders and alpha-stable distributions Simon Leglaive Umut Simsekli Antoine Liutkus Laurent Girin Radu Horaud DRL 18 36 0 08 Feb 2019
Deep Speech Enhancement for Reverberated and Noisy Signals using Wide Residual Networks D. González Jorge Llombart A. Miguel Luis Vicente 14 15 0 03 Jan 2019
Deep Speech Denoising with Vector Space Projections Jeff Hetherly Paul Gamble M. Barrios Cory Stephenson Karl S. Ni 13 0 0 27 Apr 2018
Cracking the cocktail party problem by multi-beam deep attractor network Zhuo Chen Jinyu Li Xiong Xiao Takuya Yoshioka Huaming Wang Zhenghao Wang Jiawei Liu 15 36 0 29 Mar 2018
Relative Pairwise Relationship Constrained Non-negative Matrix Factorisation Shuai Jiang Kan Li Richard Yi Da Xu 25 6 0 05 Mar 2018
Direction of Arrival with One Microphone, a few LEGOs, and Non-Negative Matrix Factorization Dalia El Badawy Ivan Dokmanić 13 11 0 11 Jan 2018
PROSE: Perceptual Risk Optimization for Speech Enhancement Jishnu Sadasivan C. Seelamantula Nagarjuna Reddy Muraka 14 0 0 11 Oct 2017
Speech Dereverberation Using Nonnegative Convolutive Transfer Function and Spectro temporal Modeling Nasser Mohammadiha Simon Doclo 13 30 0 16 Sep 2017
Normalized Features for Improving the Generalization of DNN Based Speech Enhancement R. Rehr Timo Gerkmann 20 1 0 07 Sep 2017
A State-Space Approach to Dynamic Nonnegative Matrix Factorization Nasser Mohammadiha Paris Smaragdis G. Panahandeh Simon Doclo 16 16 0 31 Aug 2017
Multi-Objective Learning and Mask-Based Post-Processing for Deep Neural Network Based Speech Enhancement Yong-mei Xu Jun Du Zhen Huang Lirong Dai Chin-Hui Lee 18 106 0 21 Mar 2017
On the Importance of Super-Gaussian Speech Priors for Machine-Learning Based Speech Enhancement R. Rehr Timo Gerkmann AAML 19 20 0 15 Mar 2017
Adaptive dictionary based approach for background noise and speaker classification and subsequent source separation V. Girish A. G. Ramakrishnan T. Ananthapadmanabha 17 1 0 30 Sep 2016
Semi-supervised Speech Enhancement in Envelop and Details Subspaces Pengfei Sun Jun Qin 10 2 0 29 Sep 2016