Speech Enhancement and Dereverberation with Diffusion-based Generative Models

11 August 2022

Papers citing "Speech Enhancement and Dereverberation with Diffusion-based Generative Models"

33 / 33 papers shown

Title
LipDiffuser: Lip-to-Speech Generation with Conditional Diffusion Models Danilo de Oliveira Julius Richter Tal Peer Timo Germann DiffM 17 0 0 16 May 2025
ReverbMiipher: Generative Speech Restoration meets Reverberation Characteristics Controllability Wataru Nakata Yuma Koizumi Shigeki Karita Robin Scheibler Haruko Ishikawa Adriana Guevara-Rukoz Heiga Zen M. Bacchiani 48 0 0 08 May 2025
Normalize Everything: A Preconditioned Magnitude-Preserving Architecture for Diffusion-Based Speech Enhancement Julius Richter Danilo de Oliveira Timo Gerkmann DiffM 55 0 0 08 May 2025
Miipher-2: A Universal Speech Restoration Model for Million-Hour Scale Data Restoration Shigeki Karita Yuma Koizumi Heiga Zen Haruko Ishikawa Robin Scheibler M. Bacchiani VLM 175 1 0 07 May 2025
FLOWER: Flow-Based Estimated Gaussian Guidance for General Speech Restoration Da-Hee Yang Jaeuk Lee Joon-Hyuk Chang VLM AI4CE 33 0 0 03 May 2025
RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior Ching Hua Lee Chouchang Yang Jaejin Cho Yashas Malur Saidutta R. S. Srinivasa Yilin Shen Hongxia Jin DiffM 85 0 0 19 Feb 2025
AnyEnhance: A Unified Generative Model with Prompt-Guidance and Self-Critic for Voice Enhancement Junan Zhang Jing Yang Zihao Fang Yixuan Wang Zehua Zhang Zhuo Wang Fan Fan Zhikai Wu 41 2 0 26 Jan 2025
Diffusion-based Unsupervised Audio-visual Speech Enhancement Jean-Eudes Ayilo Mostafa Sadeghi Romain Serizel Xavier Alameda-Pineda DiffM 20 0 0 04 Oct 2024
GALD-SE: Guided Anisotropic Lightweight Diffusion for Efficient Speech Enhancement Chengzhong Wang Jianjun Gu Dingding Yao Junfeng Li Yonghong Yan DiffM 131 0 0 23 Sep 2024
Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models Jean-Marie Lemercier Eloi Moliner Simon Welker Vesa Valimaki Timo Gerkmann 51 2 0 14 Aug 2024
SNR-Progressive Model with Harmonic Compensation for Low-SNR Speech Enhancement Zhongshu Hou Tong Lei Qinwen Hu Zhanzhong Cao Ming Tang Jing Lu 32 0 0 24 Jun 2024
FlowAVSE: Efficient Audio-Visual Speech Enhancement with Conditional Flow Matching Chaeyoung Jung Suyeon Lee Ji-Hoon Kim Joon Son Chung DiffM 47 4 0 13 Jun 2024
Pre-training Feature Guided Diffusion Model for Speech Enhancement Yiyuan Yang Niki Trigoni Andrew Markham 28 3 0 11 Jun 2024
Combined Generative and Predictive Modeling for Speech Super-resolution Heming Wang Eric W. Healy DeLiang Wang DiffM 33 0 0 25 Jan 2024
Investigating the Design Space of Diffusion Models for Speech Enhancement Philippe Gonzalez Zheng-Hua Tan Jan Østergaard Jesper Jensen T. S. Alstrøm Tobias May DiffM 30 6 0 07 Dec 2023
Seeing Through the Conversation: Audio-Visual Speech Separation based on Diffusion Model Suyeon Lee Chaeyoung Jung Youngjoon Jang Jaehun Kim Joon Son Chung 33 7 0 30 Oct 2023
Diffusion-based speech enhancement with a weighted generative-supervised learning loss Jean-Eudes Ayilo Mostafa Sadeghi Romain Serizel DiffM 33 7 0 19 Sep 2023
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
Wind Noise Reduction with a Diffusion-based Stochastic Regeneration Model Jean-Marie Lemercier J. Thiemann Raphael Koning Timo Gerkmann DiffM 26 1 0 22 Jun 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 35 5 0 05 Jun 2023
Diffusion-Based Speech Enhancement with Joint Generative and Predictive Decoders Hao Shi Kazuki Shimada M. Hirano Takashi Shibuya Yuichiro Koyama Zhi-Wei Zhong Shusuke Takahashi Tatsuya Kawahara Yuki Mitsufuji DiffM 30 14 0 18 May 2023
Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement Bunlong Lay Simon Welker Julius Richter Timo Gerkmann DiffM 8 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
DiffPhase: Generative Diffusion-based STFT Phase Retrieval Tal Peer Simon Welker Timo Gerkmann DiffM 19 7 0 08 Nov 2022
Analysing Diffusion-based Generative Approaches versus Discriminative Approaches for Speech Restoration Jean-Marie Lemercier Julius Richter Simon Welker Timo Gerkmann DiffM 25 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 39 0 31 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
Solving Audio Inverse Problems with a Diffusion Model Eloi Moliner J. Lehtinen Vesa Valimaki DiffM 28 50 0 27 Oct 2022
Soft Diffusion: Score Matching for General Corruptions Giannis Daras M. Delbracio Hossein Talebi A. Dimakis P. Milanfar DiffM 64 106 0 12 Sep 2022
Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain Simon Welker Julius Richter Timo Gerkmann DiffM 24 110 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