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"

15 / 15 papers shown

Title
FLOWER: Flow-Based Estimated Gaussian Guidance for General Speech Restoration Da-Hee Yang Jaeuk Lee Joon-Hyuk Chang VLM AI4CE 22 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 80 0 0 19 Feb 2025
GALD-SE: Guided Anisotropic Lightweight Diffusion for Efficient Speech Enhancement Chengzhong Wang Jianjun Gu Dingding Yao Junfeng Li Yonghong Yan DiffM 49 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 46 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
On the Asymptotic Mean Square Error Optimality of Diffusion Models B. Fesl Benedikt Bock Florian Strasser Michael Baur M. Joham Wolfgang Utschick DiffM 26 0 0 05 Mar 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 20 5 0 07 Dec 2023
Diff-HierVC: Diffusion-based Hierarchical Voice Conversion with Robust Pitch Generation and Masked Prior for Zero-shot Speaker Adaptation Haram Choi Sang-Hoon Lee Seong-Whan Lee DiffM 13 24 0 08 Nov 2023
Noise-aware Speech Enhancement using Diffusion Probabilistic Model Yuchen Hu Cheng Chen Ruizhe Li Qiu-shi Zhu E. Chng DiffM 14 9 0 16 Jul 2023
Integrating Uncertainty into Neural Network-based Speech Enhancement Hu Fang Dennis Becker S. Wermter Timo Gerkmann UQCV 24 2 0 15 May 2023
Diffusion-based Generative Speech Source Separation Robin Scheibler Youna Ji Soo-Whan Chung J. Byun Soyeon Choe Min-Seok Choi DiffM 14 38 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 27 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 9 178 0 11 Aug 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 51 58 0 30 May 2022
Variational Autoencoder for Speech Enhancement with a Noise-Aware Encoder Hu Fang Guillaume Carbajal S. Wermter Timo Gerkmann 31 59 0 17 Feb 2021