Speech Enhancement with Score-Based Generative Models in the Complex
STFT Domain

Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain

31 March 2022

Papers citing "Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain"

17 / 67 papers shown

Title
Integrating Uncertainty into Neural Network-based Speech Enhancement Hu Fang Dennis Becker S. Wermter Timo Gerkmann UQCV 32 2 0 15 May 2023
A Survey on Audio Diffusion Models: Text To Speech Synthesis and Enhancement in Generative AI Chenshuang Zhang Chaoning Zhang Sheng Zheng Mengchun Zhang Maryam Qamar Sung-Ho Bae In So Kweon DiffM MedIm 54 64 0 23 Mar 2023
Speech Signal Improvement Using Causal Generative Diffusion Models Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Tal Peer Timo Gerkmann DiffM 23 4 0 15 Mar 2023
Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement Bunlong Lay Simon Welker Julius Richter Timo Gerkmann DiffM 13 24 0 28 Feb 2023
Image Restoration with Mean-Reverting Stochastic Differential Equations Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon DiffM 44 156 0 27 Jan 2023
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation Jean-Marie Lemercier Julius Richter Simon Welker Timo Gerkmann DiffM 151 81 0 22 Dec 2022
DriftRec: Adapting diffusion models to blind JPEG restoration Simon Welker H. Chapman Timo Gerkmann DiffM 38 12 0 12 Nov 2022
DiffPhase: Generative Diffusion-based STFT Phase Retrieval Tal Peer Simon Welker Timo Gerkmann DiffM 30 7 0 08 Nov 2022
Cold Diffusion for Speech Enhancement Hao Yen François Germain G. Wichern Jonathan Le Roux DiffM 21 40 0 04 Nov 2022
Analysing Diffusion-based Generative Approaches versus Discriminative Approaches for Speech Restoration Jean-Marie Lemercier Julius Richter Simon Welker Timo Gerkmann DiffM 31 34 0 04 Nov 2022
Diffusion-based Generative Speech Source Separation Robin Scheibler Youna Ji Soo-Whan Chung J. Byun Soyeon Choe Min-Seok Choi DiffM 29 41 0 31 Oct 2022
Conditioning and Sampling in Variational Diffusion Models for Speech Super-Resolution Chin-Yun Yu Sung-Lin Yeh Gyorgy Fazekas Hao Tang DiffM 37 20 0 27 Oct 2022
Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement Ryosuke Sawata Naoki Murata Yuhta Takida Toshimitsu Uesaka Takashi Shibuya Shusuke Takahashi Yuki Mitsufuji DiffM 34 15 0 27 Oct 2022
Speech Enhancement and Dereverberation with Diffusion-based Generative Models Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Timo Gerkmann DiffM 16 180 0 11 Aug 2022
Universal Speech Enhancement with Score-based Diffusion Joan Serrà Santiago Pascual Jordi Pons R. O. Araz D. Scaini DiffM 27 97 0 07 Jun 2022
BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis Yichong Leng Zehua Chen Junliang Guo Haohe Liu Jiawei Chen ... Lei He Xiang-Yang Li Tao Qin Sheng Zhao Tie-Yan Liu DiffM 53 58 0 30 May 2022
Variational Autoencoder for Speech Enhancement with a Noise-Aware Encoder Hu Fang Guillaume Carbajal S. Wermter Timo Gerkmann 39 59 0 17 Feb 2021