Rethinking complex-valued deep neural networks for monaural speech
enhancement

Rethinking complex-valued deep neural networks for monaural speech enhancement

11 January 2023

Haibin Wu

Daniel D. E. Wong

Papers citing "Rethinking complex-valued deep neural networks for monaural speech enhancement"

6 / 6 papers shown

Title
Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement Wenze Ren Haibin Wu Yi-Cheng Lin Xuanjun Chen Rong-Yu Chao Kuo-Hsuan Hung You-Jin Li Wen-Yuan Ting Hsin-Min Wang Yu Tsao Mamba 41 0 0 16 Sep 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
Assessing the Generalization Gap of Learning-Based Speech Enhancement Systems in Noisy and Reverberant Environments Philippe Gonzalez T. S. Alstrøm Tobias May 20 13 0 12 Sep 2023
A Mask Free Neural Network for Monaural Speech Enhancement Liangqi Liu Haixing Guan Jinlong Ma Wei Dai Guang-Yi Wang Shaowei Ding 21 11 0 07 Jun 2023
Speech Quality Assessment through MOS using Non-Matching References Pranay Manocha Anurag Kumar 60 25 0 24 Jun 2022
Deep Learning Models on CPUs: A Methodology for Efficient Training Quchen Fu Ramesh Chukka Keith Achorn Thomas Atta-fosu Deepak R. Canchi Zhongwei Teng Jules White Douglas C. Schmidt 21 1 0 20 Jun 2022