Unsupervised Speech Enhancement using Dynamical Variational
Auto-Encoders

Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders

23 June 2021

Xavier Alameda-Pineda

Papers citing "Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders"

10 / 10 papers shown

Title
Diffusion-based Unsupervised Audio-visual Speech Enhancement Jean-Eudes Ayilo Mostafa Sadeghi Romain Serizel Xavier Alameda-Pineda DiffM 20 0 0 04 Oct 2024
aTENNuate: Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio Yan Ru Pei Ritik Shrivastava Fnu Sidharth 43 1 0 05 Sep 2024
Noise-aware Speech Enhancement using Diffusion Probabilistic Model Yuchen Hu Cheng Chen Ruizhe Li Qiu-shi Zhu E. Chng DiffM 16 9 0 16 Jul 2023
Integrating Uncertainty into Neural Network-based Speech Enhancement Hu Fang Dennis Becker S. Wermter Timo Gerkmann UQCV 29 2 0 15 May 2023
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 28 21 0 01 Dec 2022
A weighted-variance variational autoencoder model for speech enhancement A. Golmakani M. Sadeghi Xavier Alameda-Pineda Romain Serizel 25 1 0 02 Nov 2022
Speech Enhancement and Dereverberation with Diffusion-based Generative Models Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Timo Gerkmann DiffM 16 179 0 11 Aug 2022
Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain Simon Welker Julius Richter Timo Gerkmann DiffM 27 110 0 31 Mar 2022
MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech Szu-Wei Fu Cheng Yu Kuo-Hsuan Hung Mirco Ravanelli Yu Tsao 35 46 0 12 Oct 2021
Variational Autoencoder for Speech Enhancement with a Noise-Aware Encoder Hu Fang Guillaume Carbajal S. Wermter Timo Gerkmann 39 59 0 17 Feb 2021