Variational Autoencoder for Speech Enhancement with a Noise-Aware
Encoder

Variational Autoencoder for Speech Enhancement with a Noise-Aware Encoder

17 February 2021

Guillaume Carbajal

Papers citing "Variational Autoencoder for Speech Enhancement with a Noise-Aware Encoder"

12 / 12 papers shown

Title
Pre-training Feature Guided Diffusion Model for Speech Enhancement Yiyuan Yang Niki Trigoni Andrew Markham 23 3 0 11 Jun 2024
NADiffuSE: Noise-aware Diffusion-based Model for Speech Enhancement Wen Wang Dongchao Yang Qichen Ye Bowen Cao Yuexian Zou DiffM 37 3 0 03 Sep 2023
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
On the Behavior of Intrusive and Non-intrusive Speech Enhancement Metrics in Predictive and Generative Settings Danilo de Oliveira Julius Richter Jean-Marie Lemercier Tal Peer Timo Gerkmann 33 5 0 05 Jun 2023
Integrating Uncertainty into Neural Network-based Speech Enhancement Hu Fang Dennis Becker S. Wermter Timo Gerkmann UQCV 29 2 0 15 May 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 23 5 0 16 Nov 2022
Analysing Diffusion-based Generative Approaches versus Discriminative Approaches for Speech Restoration Jean-Marie Lemercier Julius Richter Simon Welker Timo Gerkmann DiffM 23 34 0 04 Nov 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 13 179 0 11 Aug 2022
A deep representation learning speech enhancement method using $β$ -VAE Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen DRL 19 2 0 11 May 2022
Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain Simon Welker Julius Richter Timo Gerkmann DiffM 22 110 0 31 Mar 2022
Integrating Statistical Uncertainty into Neural Network-Based Speech Enhancement Hu Fang Tal Peer S. Wermter Timo Gerkmann 23 6 0 04 Mar 2022