Speech enhancement with variational autoencoders and alpha-stable
distributions

Speech enhancement with variational autoencoders and alpha-stable distributions

8 February 2019

Antoine Liutkus

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Papers citing "Speech enhancement with variational autoencoders and alpha-stable distributions"

19 / 19 papers shown

Title
Unsupervised speech enhancement with deep dynamical generative speech and noise models Xiaoyu Lin Simon Leglaive Laurent Girin Xavier Alameda-Pineda 56 3 0 13 Jun 2023
SE-Bridge: Speech Enhancement with Consistent Brownian Bridge Zhibin Qiu Mengfan Fu Gang Hua G. Altenbek Hao Huang DiffM 82 5 0 23 May 2023
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 119 22 0 01 Dec 2022
Multi-Label Training for Text-Independent Speaker Identification Yuqi Xue 70 0 0 14 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
Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation Mathieu Fontaine Kouhei Sekiguchi Aditya Arie Nugraha Yoshiaki Bando Kazuyoshi Yoshii 29 4 0 11 May 2022
Learning and controlling the source-filter representation of speech with a variational autoencoder Samir Sadok Simon Leglaive Laurent Girin Xavier Alameda-Pineda Renaud Séguier SSL DRL BDL 115 14 0 14 Apr 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
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 55 12 0 11 Jun 2021
Speaker Re-identification with Speaker Dependent Speech Enhancement Yanpei Shi Qiang Huang Thomas Hain 31 4 0 15 May 2020
Robust Speaker Recognition Using Speech Enhancement And Attention Model Yanpei Shi Qiang Huang Thomas Hain 86 26 0 14 Jan 2020
Mixture of Inference Networks for VAE-based Audio-visual Speech Enhancement M. Sadeghi Xavier Alameda-Pineda 79 21 0 23 Dec 2019
Robust Unsupervised Audio-visual Speech Enhancement Using a Mixture of Variational Autoencoders M. Sadeghi Xavier Alameda-Pineda 44 19 0 10 Nov 2019
End-to-end Non-Negative Autoencoders for Sound Source Separation Shrikant Venkataramani Efthymios Tzinis Paris Smaragdis 80 5 0 31 Oct 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 108 66 0 07 Aug 2019
A Statistically Principled and Computationally Efficient Approach to Speech Enhancement using Variational Autoencoders Manuel Pariente Antoine Deleforge Emmanuel Vincent 72 21 0 03 May 2019
Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization Simon Leglaive Laurent Girin Radu Horaud BDL 100 60 0 16 Nov 2018