Reducing the Prior Mismatch of Stochastic Differential Equations for
Diffusion-based Speech Enhancement

Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement

28 February 2023

Papers citing "Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement"

16 / 16 papers shown

Title
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
FlowDec: A flow-based full-band general audio codec with high perceptual quality Simon Welker Matthew Le Ricky T. Q. Chen Wei-Ning Hsu Timo Gerkmann Alexander Richard Yi-Chiao Wu 60 0 0 03 Mar 2025
FINALLY: fast and universal speech enhancement with studio-like quality Nicholas Babaev Kirill Tamogashev Azat Saginbaev Ivan Shchekotov Hanbin Bae Hosang Sung WonJun Lee Hoon-Young Cho Pavel Andreev 29 2 0 08 Oct 2024
GALD-SE: Guided Anisotropic Lightweight Diffusion for Efficient Speech Enhancement Chengzhong Wang Jianjun Gu Dingding Yao Junfeng Li Yonghong Yan DiffM 149 0 0 23 Sep 2024
Robustness of Speech Separation Models for Similar-pitch Speakers Bunlong Lay Sebastian Zaczek Kristina Tesch Timo Gerkmann 24 0 0 22 Jul 2024
Universal Score-based Speech Enhancement with High Content Preservation Robin Scheibler Yusuke Fujita Yuma Shirahata Tatsuya Komatsu DiffM 40 10 0 18 Jun 2024
Thunder : Unified Regression-Diffusion Speech Enhancement with a Single Reverse Step using Brownian Bridge Thanapat Trachu Chawan Piansaddhayanon E. Chuangsuwanich 37 2 0 10 Jun 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Keli Zhang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 37 39 0 29 Apr 2024
Diffusion Models for Audio Restoration Jean-Marie Lemercier Julius Richter Simon Welker Eloi Moliner Vesa Valimaki Timo Gerkmann 38 16 0 15 Feb 2024
An Analysis of the Variance of Diffusion-based Speech Enhancement Bunlong Lay Timo Gerkmann DiffM 19 0 0 01 Feb 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
Conditional Diffusion Model for Target Speaker Extraction Theodor Nguyen Guangzhi Sun Xianrui Zheng Chao Zhang 0031 Philip C. Woodland DiffM 41 4 0 07 Oct 2023
Single and Few-step Diffusion for Generative Speech Enhancement Bunlong Lay Jean-Marie Lemercier Julius Richter Timo Gerkmann DiffM 27 9 0 18 Sep 2023
EMOCONV-DIFF: Diffusion-based Speech Emotion Conversion for Non-parallel and In-the-wild Data N. Prabhu Bunlong Lay Simon Welker N. Lehmann-Willenbrock Timo Gerkmann DiffM 21 3 0 14 Sep 2023
SE-Bridge: Speech Enhancement with Consistent Brownian Bridge Zhibin Qiu Mengfan Fu Gang Hua G. Altenbek Hao Huang DiffM 51 4 0 23 May 2023
DriftRec: Adapting diffusion models to blind JPEG restoration Simon Welker H. Chapman Timo Gerkmann DiffM 38 12 0 12 Nov 2022