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2007.14974
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On Loss Functions and Recurrency Training for GAN-based Speech Enhancement Systems
Interspeech (Interspeech), 2020
29 July 2020
Z. Zhang
Chengyun Deng
Yi Shen
Donald Williamson
Yongtao Sha
Yi Zhang
Hui Song
Xiangang Li
GAN
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Papers citing
"On Loss Functions and Recurrency Training for GAN-based Speech Enhancement Systems"
14 / 14 papers shown
Synthesizing Iris Images using Generative Adversarial Networks: Survey and Comparative Analysis
Shivangi Yadav
Arun Ross
GAN
215
7
0
26 Apr 2024
ROSE: A Recognition-Oriented Speech Enhancement Framework in Air Traffic Control Using Multi-Objective Learning
Xincheng Yu
Dongyue Guo
Jianwei Zhang
Yi Lin
200
6
0
11 Dec 2023
A General Unfolding Speech Enhancement Method Motivated by Taylor's Theorem
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Andong Li
Guochen Yu
C. Zheng
Wenzhe Liu
Xiaodong Li
271
21
0
30 Nov 2022
DBT-Net: Dual-branch federative magnitude and phase estimation with attention-in-attention transformer for monaural speech enhancement
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Guochen Yu
Andong Li
Hui Wang
Yutian Wang
Yuxuan Ke
C. Zheng
260
45
0
16 Feb 2022
Exploring Self-Attention Mechanisms for Speech Separation
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Cem Subakan
Mirco Ravanelli
Samuele Cornell
François Grondin
Mirko Bronzi
233
37
0
06 Feb 2022
Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement
Guochen Yu
Andong Li
C. Zheng
Yinuo Guo
Yutian Wang
Hui Wang
435
108
0
13 Oct 2021
All-neural beamformer for continuous speech separation
Zhuohuang Zhang
Takuya Yoshioka
Naoyuki Kanda
Zhuo Chen
Xiaofei Wang
Dongmei Wang
Sefik Emre Eskimez
234
19
0
13 Oct 2021
Joint magnitude estimation and phase recovery using Cycle-in-Cycle GAN for non-parallel speech enhancement
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Guochen Yu
Andong Li
Yutian Wang
Yinuo Guo
Hui Wang
C. Zheng
297
5
0
26 Sep 2021
A Two-stage Complex Network using Cycle-consistent Generative Adversarial Networks for Speech Enhancement
Guochen Yu
Yutian Wang
Hui Wang
Qin Zhang
C. Zheng
GAN
253
20
0
05 Sep 2021
Improving Neural Silent Speech Interface Models by Adversarial Training
International Conferences on Artificial Intelligence and Computer Vision (ICCAICV), 2021
Amin Honarmandi Shandiz
L. Tóth
G. Gosztolya
Alexandra Markó
Tamás Gábor Csapó
AAML
GAN
191
7
0
23 Apr 2021
Time-domain Speech Enhancement with Generative Adversarial Learning
Feiyang Xiao
Jian Guan
Qiuqiang Kong
Wenwu Wang
GAN
245
9
0
30 Mar 2021
Multi-channel Multi-frame ADL-MVDR for Target Speech Separation
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020
Z. Zhang
Yong-mei Xu
Meng Yu
Shi-Xiong Zhang
Lianwu Chen
Donald Williamson
Dong Yu
152
33
0
24 Dec 2020
DCCRGAN: Deep Complex Convolution Recurrent Generator Adversarial Network for Speech Enhancement
International Symposium on Electrical, Electronics and Information Engineering (ISEEIE), 2020
Huixiang Huang
R. Wu
Jingbiao Huang
Jucai Lin
Jun Yin
GAN
90
8
0
19 Dec 2020
Self-Attention Generative Adversarial Network for Speech Enhancement
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Huy P Phan
Huy Le Nguyen
Oliver Y. Chén
P. Koch
Ngoc Q. K. Duong
Ian Mcloughlin
Alfred Mertins
GAN
191
31
0
18 Oct 2020
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