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2011.08397
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Ultra-Lightweight Speech Separation via Group Communication
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
17 November 2020
Yi Luo
Cong Han
N. Mesgarani
VLM
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Papers citing
"Ultra-Lightweight Speech Separation via Group Communication"
19 / 19 papers shown
Moises-Light: Resource-efficient Band-split U-Net For Music Source Separation
Yun-Ning
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Igor Pereira
Filip Korzeniowski
179
0
0
08 Oct 2025
Real-time multichannel deep speech enhancement in hearing aids: Comparing monaural and binaural processing in complex acoustic scenarios
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2024
Nils L. Westhausen
Hendrik Kayser
Theresa Jansen
Bernd T. Meyer
313
11
0
03 May 2024
Binaural multichannel blind speaker separation with a causal low-latency and low-complexity approach
IEEE Open Journal of Signal Processing (IEEE Open J. Signal Process.), 2023
Nils L. Westhausen
Bernd T. Meyer
BDL
211
7
0
08 Dec 2023
Scaling strategies for on-device low-complexity source separation with Conv-Tasnet
Mohamed Nabih Ali
Francesco Paissan
Daniele Falavigna
Alessio Brutti
187
2
0
06 Mar 2023
Music Source Separation with Band-split RNN
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Yi Luo
Jianwei Yu
292
189
0
30 Sep 2022
HPPNet: Modeling the Harmonic Structure and Pitch Invariance in Piano Transcription
International Society for Music Information Retrieval Conference (ISMIR), 2022
Weixing Wei
P. Li
Yi Yu
Wei Li
220
21
0
30 Aug 2022
Resource-Efficient Separation Transformer
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Luca Della Libera
Cem Subakan
Mirco Ravanelli
Samuele Cornell
Frédéric Lepoutre
François Grondin
VLM
236
25
0
19 Jun 2022
RemixIT: Continual self-training of speech enhancement models via bootstrapped remixing
IEEE Journal on Selected Topics in Signal Processing (IEEE JSTSP), 2022
Efthymios Tzinis
Yossi Adi
V. Ithapu
Buye Xu
Paris Smaragdis
Anurag Kumar
CLL
296
69
0
17 Feb 2022
Self-Supervised Learning based Monaural Speech Enhancement with Complex-Cycle-Consistent
Yi Li
Yang Sun
S. M. Naqvi
223
1
0
21 Dec 2021
U-shaped Transformer with Frequency-Band Aware Attention for Speech Enhancement
Yi Li
Yang Sun
S. M. Naqvi
195
39
0
11 Dec 2021
LiMuSE: Lightweight Multi-modal Speaker Extraction
Qinghua Liu
Yating Huang
Yunzhe Hao
Jiaming Xu
Bo Xu
275
6
0
07 Nov 2021
Continual self-training with bootstrapped remixing for speech enhancement
Efthymios Tzinis
Yossi Adi
V. Ithapu
Buye Xu
Anurag Kumar
317
18
0
19 Oct 2021
DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021
Yuma Koizumi
Shigeki Karita
Scott Wisdom
Hakan Erdogan
J. Hershey
Llion Jones
M. Bacchiani
281
49
0
30 Jun 2021
Lightweight Dual-channel Target Speaker Separation for Mobile Voice Communication
Yuanyuan Bao
Yanze Xu
Na Xu
Wenjing Yang
Hongfeng Li
Shicong Li
Y. Jia
Fei Xiang
Jincheng He
Ming Li
273
1
0
05 Jun 2021
Sound Event Detection with Adaptive Frequency Selection
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021
Zhepei Wang
Jonah Casebeer
Adam Clemmitt
Efthymios Tzinis
Paris Smaragdis
218
2
0
17 May 2021
Separate but Together: Unsupervised Federated Learning for Speech Enhancement from Non-IID Data
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021
Efthymios Tzinis
Jonah Casebeer
Zhepei Wang
Paris Smaragdis
FedML
345
20
0
11 May 2021
Efficient Personalized Speech Enhancement through Self-Supervised Learning
IEEE Journal on Selected Topics in Signal Processing (JSTSP), 2021
Aswin Sivaraman
Minje Kim
243
23
0
05 Apr 2021
Compute and memory efficient universal sound source separation
Journal of Signal Processing Systems (JSPS), 2021
Efthymios Tzinis
Zhepei Wang
Xilin Jiang
Paris Smaragdis
221
46
0
03 Mar 2021
Group Communication with Context Codec for Lightweight Source Separation
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020
Yi Luo
Cong Han
N. Mesgarani
239
21
0
14 Dec 2020
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