MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech

12 October 2021

Mirco Ravanelli

Papers citing "MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech"

26 / 26 papers shown

Title
Artifact-free Sound Quality in DNN-based Closed-loop Systems for Audio Processing chuan Wen Guy Torfs Sarah Verhulst 38 0 0 17 Feb 2025
Unsupervised speech enhancement with spectral kurtosis and double deep priors Hien Ohnaka Ryoichi Miyazaki 21 0 0 04 Jul 2024
Improved Remixing Process for Domain Adaptation-Based Speech Enhancement by Mitigating Data Imbalance in Signal-to-Noise Ratio Li Li Shogo Seki 28 0 0 20 Jun 2024
Gaussian Flow Bridges for Audio Domain Transfer with Unpaired Data Eloi Moliner Sebastian Braun H. Gamper OT 47 2 0 29 May 2024
Hallucination in Perceptual Metric-Driven Speech Enhancement Networks George Close Thomas Hain Stefan Goetze 27 1 0 18 Mar 2024
SKILL: Similarity-aware Knowledge distILLation for Speech Self-Supervised Learning Luca Zampierin G. B. Hacene Bac Nguyen Mirco Ravanelli 38 2 0 26 Feb 2024
Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech Szu-Wei Fu Kuo-Hsuan Hung Yu Tsao Yu-Chiang Frank Wang SSL 19 11 0 26 Feb 2024
Remixed2Remixed: Domain adaptation for speech enhancement by Noise2Noise learning with Remixing Li Li Shogo Seki 31 2 0 28 Dec 2023
Multi-CMGAN+/+: Leveraging Multi-Objective Speech Quality Metric Prediction for Speech Enhancement George Close William Ravenscroft Thomas Hain Stefan Goetze 30 2 0 14 Dec 2023
Multi-objective Non-intrusive Hearing-aid Speech Assessment Model Hsin-Tien Chiang Szu-Wei Fu Hsin-Min Wang Yu Tsao John H. L. Hansen 34 2 0 15 Nov 2023
Self-Supervised Visual Acoustic Matching Arjun Somayazulu Changan Chen Kristen Grauman SSL 30 11 0 27 Jul 2023
Non Intrusive Intelligibility Predictor for Hearing Impaired Individuals using Self Supervised Speech Representations George Close Thomas Hain Stefan Goetze 21 4 0 25 Jul 2023
Unsupervised speech enhancement with deep dynamical generative speech and noise models Xiaoyu Lin Simon Leglaive Laurent Girin Xavier Alameda-Pineda 11 3 0 13 Jun 2023
HD-DEMUCS: General Speech Restoration with Heterogeneous Decoders Doyeon Kim Soo-Whan Chung Hyewon Han Youna Ji Hong-Goo Kang 19 7 0 02 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
Speech Modeling with a Hierarchical Transformer Dynamical VAE Xiaoyu Lin Xiaoyu Bie Simon Leglaive Laurent Girin Xavier Alameda-Pineda BDL 34 2 0 07 Mar 2023
Perceive and predict: self-supervised speech representation based loss functions for speech enhancement George Close William Ravenscroft Thomas Hain Stefan Goetze SSL 30 12 0 11 Jan 2023
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 28 21 0 01 Dec 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
Analysis of Noisy-target Training for DNN-based speech enhancement Takuya Fujimura T. Toda 27 4 0 02 Nov 2022
A Training and Inference Strategy Using Noisy and Enhanced Speech as Target for Speech Enhancement without Clean Speech Li-Wei Chen Yao-Fei Cheng Hung-Shin Lee Yu Tsao Hsin-Min Wang 20 3 0 27 Oct 2022
MVNet: Memory Assistance and Vocal Reinforcement Network for Speech Enhancement Jianrong Wang Xiaomin Li Xuewei Li Mei Yu Qiang Fang Li Liu 31 0 0 15 Sep 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
Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features Ryandhimas E. Zezario Szu-Wei Fu Fei Chen C. Fuh Hsin-Min Wang Yu Tsao DiffM 28 75 0 03 Nov 2021
Speech Enhancement Based on Cyclegan with Noise-informed Training Wen-Yuan Ting Syu-Siang Wang Hsin-Li Chang B. Su Yu Tsao GAN 21 5 0 19 Oct 2021
Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders Xiaoyu Bie Simon Leglaive Xavier Alameda-Pineda Laurent Girin DiffM 20 55 0 23 Jun 2021