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DCCRN+: Channel-wise Subband DCCRN with SNR Estimation for Speech
  Enhancement

DCCRN+: Channel-wise Subband DCCRN with SNR Estimation for Speech Enhancement

16 June 2021
Shubo Lv
Yanxin Hu
Shimin Zhang
Lei Xie
ArXiv (abs)PDFHTML

Papers citing "DCCRN+: Channel-wise Subband DCCRN with SNR Estimation for Speech Enhancement"

36 / 36 papers shown
LORT: Locally Refined Convolution and Taylor Transformer for Monaural Speech Enhancement
LORT: Locally Refined Convolution and Taylor Transformer for Monaural Speech EnhancementSpeech Communication (Speech Commun.), 2025
Junyu Wang
Zizhen Lin
Tianrui Wang
Meng Ge
Longbiao Wang
Jianwu Dang
132
0
0
28 Sep 2025
Modality-Specific Speech Enhancement and Noise-Adaptive Fusion for Acoustic and Body-Conduction Microphone Framework
Modality-Specific Speech Enhancement and Noise-Adaptive Fusion for Acoustic and Body-Conduction Microphone Framework
Yunsik Kim
Yoonyoung Chung
114
0
0
24 Aug 2025
Sentiment trading with large language models
Sentiment trading with large language modelsFinance Research Letters (FRL), 2024
Kemal Kirtac
Guido Germano
AIFin
116
1
0
26 Dec 2024
Distil-DCCRN: A Small-footprint DCCRN Leveraging Feature-based Knowledge
  Distillation in Speech Enhancement
Distil-DCCRN: A Small-footprint DCCRN Leveraging Feature-based Knowledge Distillation in Speech EnhancementIEEE Signal Processing Letters (SPL), 2024
Runduo Han
Weiming Xu
Zihan Zhang
Mingshuai Liu
Lei Xie
159
6
0
08 Aug 2024
Mamba in Speech: Towards an Alternative to Self-Attention
Mamba in Speech: Towards an Alternative to Self-Attention
Xiangyu Zhang
Qiquan Zhang
Hexin Liu
Tianyi Xiao
Xinyuan Qian
Beena Ahmed
E. Ambikairajah
Haizhou Li
Julien Epps
Mamba
390
92
0
21 May 2024
A Refining Underlying Information Framework for Monaural Speech
  Enhancement
A Refining Underlying Information Framework for Monaural Speech Enhancement
Rui Cao
Tianrui Wang
Meng Ge
Longbiao Wang
Jianwu Dang
246
1
0
18 Dec 2023
MBTFNet: Multi-Band Temporal-Frequency Neural Network For Singing Voice
  Enhancement
MBTFNet: Multi-Band Temporal-Frequency Neural Network For Singing Voice EnhancementAutomatic Speech Recognition & Understanding (ASRU), 2023
Weiming Xu
Zhouxuan Chen
Zhili Tan
Shubo Lv
Ru Han
Wenjiang Zhou
Weifeng Zhao
Lei Xie
213
3
0
06 Oct 2023
Causal Signal-Based DCCRN with Overlapped-Frame Prediction for Online
  Speech Enhancement
Causal Signal-Based DCCRN with Overlapped-Frame Prediction for Online Speech EnhancementInterspeech (Interspeech), 2023
Julitta Bartolewska
Stanisław Kacprzak
K. Kowalczyk
153
2
0
07 Sep 2023
Efficient Monaural Speech Enhancement using Spectrum Attention Fusion
Efficient Monaural Speech Enhancement using Spectrum Attention Fusion
Jinyu Long
Jetic Gū
Binhao Bai
Zhibo Yang
Pingsun Wei
Junli Li
160
0
0
04 Aug 2023
mdctGAN: Taming transformer-based GAN for speech super-resolution with
  Modified DCT spectra
mdctGAN: Taming transformer-based GAN for speech super-resolution with Modified DCT spectraInterspeech (Interspeech), 2023
Chenhao Shuai
Chaohua Shi
Lu Gan
Hongqing Liu
187
17
0
18 May 2023
Inter-SubNet: Speech Enhancement with Subband Interaction
Inter-SubNet: Speech Enhancement with Subband InteractionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Jun Chen
Wei Rao
Zehao Wang
Jiuxin Lin
Zhiyong Wu
Yannan Wang
Shidong Shang
Helen M. Meng
162
18
0
09 May 2023
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for
  Improved Dereverberation
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved DereverberationInterspeech (Interspeech), 2023
Jean-Marie Lemercier
Julian Tobergte
Timo Gerkmann
274
2
0
01 Mar 2023
On Batching Variable Size Inputs for Training End-to-End Speech
  Enhancement Systems
On Batching Variable Size Inputs for Training End-to-End Speech Enhancement SystemsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Philippe Gonzalez
T. S. Alstrøm
Tobias May
209
9
0
25 Jan 2023
Rethinking complex-valued deep neural networks for monaural speech
  enhancement
Rethinking complex-valued deep neural networks for monaural speech enhancementInterspeech (Interspeech), 2023
Haibin Wu
Ke Tan
Buye Xu
Anurag Kumar
Daniel D. E. Wong
127
10
0
11 Jan 2023
A General Unfolding Speech Enhancement Method Motivated by Taylor's
  Theorem
A General Unfolding Speech Enhancement Method Motivated by Taylor's TheoremIEEE/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
Deep Neural Mel-Subband Beamformer for In-car Speech Separation
Deep Neural Mel-Subband Beamformer for In-car Speech SeparationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Vinay Kothapally
Yong-mei Xu
Meng Yu
Shizhong Zhang
Dong Yu
158
13
0
22 Nov 2022
Exploring WavLM on Speech Enhancement
Exploring WavLM on Speech EnhancementSpoken Language Technology Workshop (SLT), 2022
Hyungchan Song
Sanyuan Chen
Zhuo Chen
Yu-Huan Wu
Takuya Yoshioka
M. Tang
Jong Won Shin
Shujie Liu
174
25
0
18 Nov 2022
Speech Enhancement with Fullband-Subband Cross-Attention Network
Speech Enhancement with Fullband-Subband Cross-Attention NetworkInterspeech (Interspeech), 2022
Jun Chen
Wei Rao
Zehao Wang
Zhiyong Wu
Yannan Wang
Tao Yu
Shidong Shang
Helen M. Meng
110
19
0
10 Nov 2022
Speech Enhancement with Intelligent Neural Homomorphic Synthesis
Speech Enhancement with Intelligent Neural Homomorphic SynthesisIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Shulin He
Wei Rao
Jinjiang Liu
Jun Chen
Yukai Ju
Xueliang Zhang
Yannan Wang
Shidong Shang
152
7
0
28 Oct 2022
Parallel Gated Neural Network With Attention Mechanism For Speech
  Enhancement
Parallel Gated Neural Network With Attention Mechanism For Speech Enhancement
Jia Cui
S. Bleeck
130
0
0
26 Oct 2022
spatial-dccrn: dccrn equipped with frame-level angle feature and hybrid
  filtering for multi-channel speech enhancement
spatial-dccrn: dccrn equipped with frame-level angle feature and hybrid filtering for multi-channel speech enhancementSpoken Language Technology Workshop (SLT), 2022
Shubo Lv
Yihui Fu
Yukai Jv
Linfu Xie
Weixin Zhu
Wei Rao
Yannan Wang
152
11
0
17 Oct 2022
Speech Enhancement with Perceptually-motivated Optimization and Dual
  Transformations
Speech Enhancement with Perceptually-motivated Optimization and Dual TransformationsAsia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2022
Xucheng Wan
Kai Liu
Z.C. Du
Huan Zhou
112
0
0
24 Sep 2022
A two-stage full-band speech enhancement model with effective spectral
  compression mapping
A two-stage full-band speech enhancement model with effective spectral compression mapping
Zhongshu Hou
Qi Hu
Kai-Jyun Chen
Jing Lu
173
0
0
27 Jun 2022
FRCRN: Boosting Feature Representation using Frequency Recurrence for
  Monaural Speech Enhancement
FRCRN: Boosting Feature Representation using Frequency Recurrence for Monaural Speech EnhancementIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Shengkui Zhao
Bin Ma
Karn N. Watcharasupat
W. Gan
237
130
0
15 Jun 2022
Universal Speech Enhancement with Score-based Diffusion
Universal Speech Enhancement with Score-based Diffusion
Joan Serrà
Santiago Pascual
Jordi Pons
R. O. Araz
D. Scaini
DiffM
345
129
0
07 Jun 2022
DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices
  for Full-Band Audio
DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band AudioInternational Workshop on Acoustic Signal Enhancement (IWAENC), 2022
Hendrik Schröter
Alberto N. Escalante
T. Rosenkranz
Andreas Maier
228
88
0
11 May 2022
FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for
  Speech Enhancement
FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech EnhancementIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Jun Chen
Zehao Wang
Deyi Tuo
Zhiyong Wu
Shiyin Kang
Helen Meng
206
137
0
23 Mar 2022
PercepNet+: A Phase and SNR Aware PercepNet for Real-Time Speech
  Enhancement
PercepNet+: A Phase and SNR Aware PercepNet for Real-Time Speech EnhancementInterspeech (Interspeech), 2022
Xiaofeng Ge
Jiangyu Han
Yanhua Long
Haixing Guan
154
9
0
04 Mar 2022
HGCN: Harmonic gated compensation network for speech enhancement
HGCN: Harmonic gated compensation network for speech enhancementIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Tianrui Wang
Weibin Zhu
Yingying Gao
Junlan Feng
Shilei Zhang
166
27
0
30 Jan 2022
S-DCCRN: Super Wide Band DCCRN with learnable complex feature for speech
  enhancement
S-DCCRN: Super Wide Band DCCRN with learnable complex feature for speech enhancement
Shubo Lv
Yihui Fu
Mengtao Xing
Jiayao Sun
Lei Xie
Jun Huang
Yannan Wang
Tao Yu
201
56
0
16 Nov 2021
Uformer: A Unet based dilated complex & real dual-path conformer network
  for simultaneous speech enhancement and dereverberation
Uformer: A Unet based dilated complex & real dual-path conformer network for simultaneous speech enhancement and dereverberationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Yihui Fu
Yun Liu
Jingdong Li
Dawei Luo
Shubo Lv
Yukai Jv
Lei Xie
366
63
0
11 Nov 2021
DeepFilterNet: A Low Complexity Speech Enhancement Framework for
  Full-Band Audio based on Deep Filtering
DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep FilteringIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Hendrik Schröter
Alberto N. Escalante
T. Rosenkranz
Andreas Maier
292
115
0
11 Oct 2021
DNSMOS P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric
  to Evaluate Noise Suppressors
DNSMOS P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors
Chandan K. A. Reddy
Vishak Gopal
Ross Cutler
481
328
0
05 Oct 2021
A Deep Learning Loss Function based on Auditory Power Compression for Speech Enhancement
Tianrui Wang
Weibin Zhu
255
3
0
26 Aug 2021
Glance and Gaze: A Collaborative Learning Framework for Single-channel
  Speech Enhancement
Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech EnhancementApplied Acoustics (Appl. Acoust.), 2021
Andong Li
C. Zheng
Lu Zhang
Xiaodong Li
243
164
0
22 Jun 2021
DPT-FSNet: Dual-path Transformer Based Full-band and Sub-band Fusion
  Network for Speech Enhancement
DPT-FSNet: Dual-path Transformer Based Full-band and Sub-band Fusion Network for Speech EnhancementIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Feng Dang
Hangting Chen
Pengyuan Zhang
260
140
0
27 Apr 2021
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