Solving Audio Inverse Problems with a Diffusion Model

27 October 2022

Papers citing "Solving Audio Inverse Problems with a Diffusion Model"

40 / 40 papers shown

Title
ArrayDPS: Unsupervised Blind Speech Separation with a Diffusion Prior Zhongweiyang Xu Xulin Fan Zhong-Qiu Wang Xilin Jiang Romit Roy Choudhury DiffM 46 0 0 20 May 2025
Unsupervised Estimation of Nonlinear Audio Effects: Comparing Diffusion-Based and Adversarial approaches Eloi Moliner Michal Švento Alec Wright Lauri Juvela Pavel Rajmic Vesa Valimaki DiffM 38 1 0 07 Apr 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 58 0 0 03 Mar 2025
Apollo: Band-sequence Modeling for High-Quality Audio Restoration Kai Li Yi Luo 33 0 0 08 Jan 2025
Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer Michele Mancusi Yurii Halychanskyi K. Cheuk Eloi Moliner Chieh-Hsin Lai ... Junghyun Koo Marco A. Martínez Ramírez Wei-Hsiang Liao Giorgio Fabbro Yuki Mitsufuji DiffM 85 2 0 08 Jan 2025
AEROMamba: An efficient architecture for audio super-resolution using generative adversarial networks and state space models Wallace Abreu Luiz Wagner Pereira Biscainho Mamba 33 0 0 11 Nov 2024
Non-intrusive Speech Quality Assessment with Diffusion Models Trained on Clean Speech Danilo de Oliveira Julius Richter Jean-Marie Lemercier Simon Welker Timo Gerkmann DiffM 18 2 0 23 Oct 2024
A Survey on Diffusion Models for Inverse Problems Giannis Daras Hyungjin Chung Chieh-Hsin Lai Yuki Mitsufuji Jong Chul Ye P. Milanfar Alexandros G. Dimakis M. Delbracio MedIm 43 36 0 30 Sep 2024
TFG: Unified Training-Free Guidance for Diffusion Models Haotian Ye Haowei Lin Jiaqi Han Minkai Xu Sheng Liu Yitao Liang Jianzhu Ma James Zou Stefano Ermon 31 13 0 24 Sep 2024
Blind Spatial Impulse Response Generation from Separate Room- and Scene-Specific Information Francesc Lluís Nils Meyer-Kahlen 26 0 0 23 Sep 2024
Audio Decoding by Inverse Problem Solving Pedro J. Villasana T. Lars Villemoes J. Klejsa Per Hedelin DiffM 30 1 0 12 Sep 2024
Janssen 2.0: Audio Inpainting in the Time-frequency Domain Ondřej Mokrý Peter Balušík P. Rajmic 33 0 0 10 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
Pictures Of MIDI: Controlled Music Generation via Graphical Prompts for Image-Based Diffusion Inpainting Scott H. Hawley 30 2 0 01 Jul 2024
Gaussian Flow Bridges for Audio Domain Transfer with Unpaired Data Eloi Moliner Sebastian Braun H. Gamper OT 47 2 0 29 May 2024
BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models Eloi Moliner Jean-Marie Lemercier Simon Welker Timo Gerkmann Vesa Valimaki DiffM 41 4 0 07 May 2024
ODE-DPS: ODE-based Diffusion Posterior Sampling for Inverse Problems in Partial Differential Equation Enze Jiang Jishen Peng Zheng Ma Xiong-bin Yan 29 0 0 21 Apr 2024
A Diffusion-Based Generative Equalizer for Music Restoration Eloi Moliner Maija Turunen Filip Elvander Vesa Valimaki 26 5 0 27 Mar 2024
Diffusion Models for Audio Restoration Jean-Marie Lemercier Julius Richter Simon Welker Eloi Moliner Vesa Valimaki Timo Gerkmann 35 16 0 15 Feb 2024
Fast Timing-Conditioned Latent Audio Diffusion Zach Evans CJ Carr Josiah Taylor Scott H. Hawley Jordi Pons DiffM 82 101 0 07 Feb 2024
DDD: A Perceptually Superior Low-Response-Time DNN-based Declipper Jayeon Yi Junghyun Koo Kyogu Lee 22 2 0 08 Jan 2024
Reconstruction of Sound Field through Diffusion Models F. Miotello Luca Comanducci Mirco Pezzoli Alberto Bernardini Fabio Antonacci Augusto Sarti DiffM 27 7 0 14 Dec 2023
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 27 6 0 07 Dec 2023
Efficient bandwidth extension of musical signals using a differentiable harmonic plus noise model Pierre-Amaury Grumiaux Mathieu Lagrange 16 2 0 13 Nov 2023
Zero-Shot Duet Singing Voices Separation with Diffusion Models Chin-Yun Yu Emilian Postolache Emanuele Rodolà Gyorgy Fazekas DiffM 15 3 0 13 Nov 2023
Controllable Music Production with Diffusion Models and Guidance Gradients Mark Levy Bruno Di Giorgi Floris Weers Angelos Katharopoulos Tom Nickson DiffM 75 19 0 01 Nov 2023
Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription Frank Cwitkowitz K. Cheuk Woosung Choi Marco A. Martínez Ramírez Keisuke Toyama Wei-Hsiang Liao Yuki Mitsufuji 42 5 0 27 Sep 2023
Diffusion models for audio semantic communication Eleonora Grassucci Christian Marinoni Andrea Rodriguez Danilo Comminiello DiffM 19 23 0 13 Sep 2023
VRDMG: Vocal Restoration via Diffusion Posterior Sampling with Multiple Guidance Carlos Hernandez-Olivan Koichi Saito Naoki Murata Chieh-Hsin Lai Marco A. Martínez Ramírez Wei-Hsiang Liao Yuki Mitsufuji DiffM 22 8 0 13 Sep 2023
General Purpose Audio Effect Removal Matthew Rice C. Steinmetz Georgy Fazekas Joshua D. Reiss 27 8 0 30 Aug 2023
Music De-limiter Networks via Sample-wise Gain Inversion Chang-Bin Jeon Kyogu Lee 16 1 0 02 Aug 2023
Diffusion Posterior Sampling for Informed Single-Channel Dereverberation Jean-Marie Lemercier Simon Welker Timo Gerkmann DiffM 23 5 0 21 Jun 2023
Blind Audio Bandwidth Extension: A Diffusion-Based Zero-Shot Approach Eloi Moliner Filip Elvander Vesa Valimaki DiffM 30 10 0 02 Jun 2023
UnDiff: Unsupervised Voice Restoration with Unconditional Diffusion Model A. Iashchenko Pavel Andreev Ivan Shchekotov Nicholas Babaev Dmitry Vetrov DiffM 16 1 0 01 Jun 2023
DiffVoice: Text-to-Speech with Latent Diffusion Zhijun Liu Yiwei Guo K. Yu DiffM 22 22 0 23 Apr 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 46 64 0 23 Mar 2023
Extreme Audio Time Stretching Using Neural Synthesis Leonardo Fierro Alec Wright Vesa Valimaki Matti Hämäläinen 22 1 0 30 Nov 2022
Guided-TTS 2: A Diffusion Model for High-quality Adaptive Text-to-Speech with Untranscribed Data Sungwon Kim Heeseung Kim Sung-Hoon Yoon DiffM 196 52 0 30 May 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 212 783 0 27 Jan 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero F. I. F. Richard Yu Radu Timofte Luc Van Gool DiffM 218 1,354 0 24 Jan 2022