Diffusion-Based Speech Enhancement with Joint Generative and Predictive Decoders

18 May 2023

Hao Shi

Papers citing "Diffusion-Based Speech Enhancement with Joint Generative and Predictive Decoders"

24 / 24 papers shown

Title
GALD-SE: Guided Anisotropic Lightweight Diffusion for Efficient Speech Enhancement Chengzhong Wang Jianjun Gu Dingding Yao Junfeng Li Yonghong Yan DiffM 332 0 0 23 Sep 2024
Enhancing Semantic Communication with Deep Generative Models -- An ICASSP Special Session Overview Eleonora Grassucci Yuki Mitsufuji Ping Zhang Danilo Comminiello 39 3 0 05 Sep 2023
Noise-aware Speech Enhancement using Diffusion Probabilistic Model Yuchen Hu Cheng Chen Ruizhe Li Qiu-shi Zhu Eng Siong Chng DiffM 66 10 0 16 Jul 2023
Large AI Model-Based Semantic Communications Feibo Jiang Yubo Peng Li Dong Kezhi Wang Kun Yang Cunhua Pan Xiaohu You 63 51 0 07 Jul 2023
Generative Semantic Communication: Diffusion Models Beyond Bit Recovery Eleonora Grassucci Sergio Barbarossa Danilo Comminiello DiffM 52 56 0 07 Jun 2023
Metric-oriented Speech Enhancement using Diffusion Probabilistic Model Chen Chen Yuchen Hu Weiwei Weng Chng Eng Siong DiffM 61 19 0 23 Feb 2023
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation Jean-Marie Lemercier Julius Richter Simon Welker Timo Gerkmann DiffM 180 85 0 22 Dec 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 58 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 41 194 0 11 Aug 2022
Universal Speech Enhancement with Score-based Diffusion Joan Serrà Santiago Pascual Jordi Pons R. O. Araz D. Scaini DiffM 55 103 0 07 Jun 2022
Conditional Diffusion Probabilistic Model for Speech Enhancement Yen-Ju Lu Zhongqiu Wang Shinji Watanabe Alexander Richard Cheng Yu Yu Tsao DiffM 33 183 0 10 Feb 2022
Variational Diffusion Models Diederik P. Kingma Tim Salimans Ben Poole Jonathan Ho DiffM 140 1,089 0 01 Jul 2021
Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement Andong Li C. Zheng Lu Zhang Xiaodong Li 50 143 0 22 Jun 2021
A Variational Perspective on Diffusion-Based Generative Models and Score Matching Chin-Wei Huang Jae Hyun Lim Aaron Courville DiffM 67 189 0 05 Jun 2021
Training Speech Enhancement Systems with Noisy Speech Datasets Koichi Saito Stefan Uhlich Giorgio Fabbro Yuki Mitsufuji 59 11 0 26 May 2021
MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement Szu-Wei Fu Cheng Yu Tsun-An Hsieh Peter William VanHarn Plantinga Mirco Ravanelli Xugang Lu Yu Tsao 29 214 0 08 Apr 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 268 6,293 0 26 Nov 2020
PHASEN: A Phase-and-Harmonics-Aware Speech Enhancement Network Dacheng Yin Chong Luo Zhiwei Xiong Wenjun Zeng 51 316 0 12 Nov 2019
On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement Morten Kolbæk Zheng-Hua Tan S. H. Jensen Jesper Jensen AAML 85 128 0 03 Sep 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 178 3,803 0 12 Jul 2019
A variance modeling framework based on variational autoencoders for speech enhancement Simon Leglaive Laurent Girin Radu Horaud DRL 23 91 0 05 Feb 2019
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 125 1,180 0 06 Nov 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 124 1,772 0 20 Sep 2018
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 54 1,141 0 28 Mar 2017