Semi-supervised multichannel speech enhancement with variational
autoencoders and non-negative matrix factorization

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Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization

16 November 2018

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Papers citing "Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization"

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Title
Partially Adaptive Multichannel Joint Reduction of Ego-noise and Environmental Noise Hu Fang Niklas Wittmer Johannes Twiefel S. Wermter Timo Gerkmann 35 3 0 27 Mar 2023
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 55 6 0 16 Nov 2022
SRTNet: Time Domain Speech Enhancement Via Stochastic Refinement Zhibin Qiu Mengfan Fu Yinfeng Yu Lili Yin Gang Hua Hao-Ming Huang DiffM 145 19 0 30 Oct 2022
A deep representation learning speech enhancement method using $β$ -VAE Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen DRL 50 2 0 11 May 2022
A Bayesian Permutation training deep representation learning method for speech enhancement with variational autoencoder Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen BDL DRL 46 4 0 24 Jan 2022
FastMVAE2: On improving and accelerating the fast variational autoencoder-based source separation algorithm for determined mixtures Li Li Hirokazu Kameoka S. Makino DRL 77 8 0 28 Sep 2021
A Survey of Sound Source Localization with Deep Learning Methods Pierre-Amaury Grumiaux Srdjan Kitić Laurent Girin Alexandre Guérin 78 256 0 08 Sep 2021
Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders Xiaoyu Bie Simon Leglaive Xavier Alameda-Pineda Laurent Girin DiffM 101 55 0 23 Jun 2021
A Benchmark of Dynamical Variational Autoencoders applied to Speech Spectrogram Modeling Xiaoyu Bie Laurent Girin Simon Leglaive Thomas Hueber Xavier Alameda-Pineda 53 12 0 11 Jun 2021
Learning robust speech representation with an articulatory-regularized variational autoencoder Marc-Antoine Georges Laurent Girin J. Schwartz Thomas Hueber DRL 29 4 0 07 Apr 2021
Variational Autoencoder for Speech Enhancement with a Noise-Aware Encoder Hu Fang Guillaume Carbajal S. Wermter Timo Gerkmann 95 59 0 17 Feb 2021
Dynamical Variational Autoencoders: A Comprehensive Review Laurent Girin Simon Leglaive Xiaoyu Bie Julien Diard Thomas Hueber Xavier Alameda-Pineda BDL 136 220 0 28 Aug 2020
Joint NN-Supported Multichannel Reduction of Acoustic Echo, Reverberation and Noise Guillaume Carbajal Romain Serizel Emmanuel Vincent E. Humbert 65 5 0 20 Nov 2019
A Recurrent Variational Autoencoder for Speech Enhancement Simon Leglaive Xavier Alameda-Pineda Laurent Girin Radu Horaud DRL 140 79 0 24 Oct 2019
Audio-visual Speech Enhancement Using Conditional Variational Auto-Encoders M. Sadeghi Simon Leglaive Xavier Alameda-Pineda Laurent Girin Radu Horaud DiffM 96 66 0 07 Aug 2019
A Statistically Principled and Computationally Efficient Approach to Speech Enhancement using Variational Autoencoders Manuel Pariente Antoine Deleforge Emmanuel Vincent 62 21 0 03 May 2019
Speech enhancement with variational autoencoders and alpha-stable distributions Simon Leglaive Umut Simsekli Antoine Liutkus Laurent Girin Radu Horaud DRL 55 36 0 08 Feb 2019
Generalized Multichannel Variational Autoencoder for Underdetermined Source Separation Shogo Seki Hirokazu Kameoka Li Li Tomoki Toda K. Takeda DRL 48 19 0 29 Sep 2018