Exploring the Best Loss Function for DNN-Based Low-latency Speech
Enhancement with Temporal Convolutional Networks

Exploring the Best Loss Function for DNN-Based Low-latency Speech Enhancement with Temporal Convolutional Networks

23 May 2020

Yuichiro Koyama

Bhiksha Raj

Papers citing "Exploring the Best Loss Function for DNN-Based Low-latency Speech Enhancement with Temporal Convolutional Networks"

10 / 10 papers shown

Title
ConSep: a Noise- and Reverberation-Robust Speech Separation Framework by Magnitude Conditioning Kuan-Hsun Ho J. Hung Berlin Chen 42 0 0 04 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 30 6 0 07 Dec 2023
Inter-SubNet: Speech Enhancement with Subband Interaction Jun Chen Wei Rao Z. Wang Jiuxin Lin Zhiyong Wu Yannan Wang Shidong Shang Helen M. Meng 11 13 0 09 May 2023
On Batching Variable Size Inputs for Training End-to-End Speech Enhancement Systems Philippe Gonzalez T. S. Alstrøm Tobias May 24 9 0 25 Jan 2023
Phase-Aware Deep Speech Enhancement: It's All About The Frame Length Tal Peer Timo Gerkmann 14 21 0 30 Mar 2022
Cross-domain Single-channel Speech Enhancement Model with Bi-projection Fusion Module for Noise-robust ASR Fu-An Chao J. Hung Berlin Chen 8 7 0 26 Aug 2021
Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks Ju Lin A. Wijngaarden Kuang-Ching Wang M. C. Smith 10 50 0 24 Feb 2021
Interspeech 2021 Deep Noise Suppression Challenge Chandan K. A. Reddy Harishchandra Dubey K. Koishida A. Nair Vishak Gopal Ross Cutler Sebastian Braun H. Gamper R. Aichner Sriram Srinivasan AI4CE 80 160 0 06 Jan 2021
Weighted Speech Distortion Losses for Neural-network-based Real-time Speech Enhancement Yangyang Xia Sebastian Braun Chandan K. A. Reddy Harishchandra Dubey Ross Cutler I. Tashev 29 119 0 28 Jan 2020
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 189 288 0 25 Jan 2020