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Rethinking complex-valued deep neural networks for monaural speech
  enhancement

Rethinking complex-valued deep neural networks for monaural speech enhancement

Interspeech (Interspeech), 2023
11 January 2023
Haibin Wu
Ke Tan
Buye Xu
Anurag Kumar
Daniel D. E. Wong
ArXiv (abs)PDFHTML

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

6 / 6 papers shown
Study of Lightweight Transformer Architectures for Single-Channel Speech Enhancement
Study of Lightweight Transformer Architectures for Single-Channel Speech Enhancement
Haixin Zhao
Nilesh Madhu
265
1
0
27 May 2025
Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement
Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech EnhancementIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
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
280
2
0
16 Sep 2024
Investigating the Design Space of Diffusion Models for Speech
  Enhancement
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
249
19
0
07 Dec 2023
Assessing the Generalization Gap of Learning-Based Speech Enhancement
  Systems in Noisy and Reverberant Environments
Assessing the Generalization Gap of Learning-Based Speech Enhancement Systems in Noisy and Reverberant EnvironmentsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Philippe Gonzalez
T. S. Alstrøm
Tobias May
211
18
0
12 Sep 2023
A Mask Free Neural Network for Monaural Speech Enhancement
A Mask Free Neural Network for Monaural Speech EnhancementInterspeech (Interspeech), 2023
Liangqi Liu
Haixing Guan
Jinlong Ma
Wei Dai
Guang-Yi Wang
Shaowei Ding
252
20
0
07 Jun 2023
Deep Learning Models on CPUs: A Methodology for Efficient Training
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
177
3
0
20 Jun 2022
1
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