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1910.09804
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Two-Step Sound Source Separation: Training on Learned Latent Targets
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
22 October 2019
Efthymios Tzinis
Shrikant Venkataramani
Zhepei Wang
Y. C. Sübakan
Paris Smaragdis
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Papers citing
"Two-Step Sound Source Separation: Training on Learned Latent Targets"
35 / 35 papers shown
Learning Linearity in Audio Consistency Autoencoders via Implicit Regularization
Bernardo Torres
Manuel Moussallam
Gabriel Meseguer-Brocal
216
0
0
27 Oct 2025
Neural Speech Separation with Parallel Amplitude and Phase Spectrum Estimation
Fei Liu
Yang Ai
Zhen-Hua Ling
113
0
0
17 Sep 2025
Advances in Speech Separation: Techniques, Challenges, and Future Trends
Kai Li
Guo Chen
Wendi Sang
Yi Luo
Zhuo Chen
...
Shulin He
Zhong-Qiu Wang
Andong Li
Z. Wu
Xiaolin Hu
AI4TS
119
4
0
14 Aug 2025
A Reference-free Metric for Language-Queried Audio Source Separation using Contrastive Language-Audio Pretraining
Feiyang Xiao
Jian Guan
Qiaoxi Zhu
Xubo Liu
Wenbo Wang
Shuhan Qi
Kejia Zhang
Jianyuan Sun
Wenwu Wang
322
11
0
06 Jul 2024
Papez: Resource-Efficient Speech Separation with Auditory Working Memory
Hyunseok Oh
Juheon Yi
Youngki Lee
188
4
0
01 Jul 2024
SoundCount: Sound Counting from Raw Audio with Dyadic Decomposition Neural Network
Yuhang He
Zhuangzhuang Dai
Long Chen
Niki Trigoni
Andrew Markham
193
2
0
26 Dec 2023
Speech Separation based on Contrastive Learning and Deep Modularization
Peter Ochieng
SSL
270
0
0
18 May 2023
Learning Semantic-Agnostic and Spatial-Aware Representation for Generalizable Visual-Audio Navigation
IEEE Robotics and Automation Letters (RA-L), 2023
Hongchen Wang
Yuxuan Wang
Fangwei Zhong
Min-Yu Wu
Jianwei Zhang
Yizhou Wang
Hao Dong
388
10
0
21 Apr 2023
Scaling strategies for on-device low-complexity source separation with Conv-Tasnet
Mohamed Nabih Ali
Francesco Paissan
Daniele Falavigna
Alessio Brutti
149
2
0
06 Mar 2023
MossFormer: Pushing the Performance Limit of Monaural Speech Separation using Gated Single-Head Transformer with Convolution-Augmented Joint Self-Attentions
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Shengkui Zhao
Bin Ma
213
74
0
23 Feb 2023
Deep neural network techniques for monaural speech enhancement: state of the art analysis
Artificial Intelligence Review (Artif Intell Rev), 2022
P. Ochieng
269
35
0
01 Dec 2022
Latent Iterative Refinement for Modular Source Separation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Dimitrios Bralios
Efthymios Tzinis
Gordon Wichern
Paris Smaragdis
Jonathan Le Roux
BDL
169
11
0
22 Nov 2022
Speech Enhancement with Fullband-Subband Cross-Attention Network
Interspeech (Interspeech), 2022
Jun Chen
Wei Rao
Zehao Wang
Zhiyong Wu
Yannan Wang
Tao Yu
Shidong Shang
Helen M. Meng
112
19
0
10 Nov 2022
AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation
European Conference on Computer Vision (ECCV), 2022
Efthymios Tzinis
Scott Wisdom
Tal Remez
J. Hershey
297
33
0
20 Jul 2022
SATTS: Speaker Attractor Text to Speech, Learning to Speak by Learning to Separate
Interspeech (Interspeech), 2022
Nabarun Goswami
Tatsuya Harada
162
5
0
13 Jul 2022
Tiny-Sepformer: A Tiny Time-Domain Transformer Network for Speech Separation
Interspeech (Interspeech), 2022
Jian Luo
Jianzong Wang
Ning Cheng
Edward Xiao
Xulong Zhang
Jing Xiao
ViT
152
13
0
28 Jun 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
178
25
0
19 Jun 2022
FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement
IEEE 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
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
225
65
0
17 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
Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network
Neural Information Processing Systems (NeurIPS), 2021
Xiaolin Hu
Kai Li
Weiyi Zhang
Yi Luo
Jean-Marie Lemercier
Timo Gerkmann
156
61
0
04 Dec 2021
REAL-M: Towards Speech Separation on Real Mixtures
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Cem Subakan
Mirco Ravanelli
Samuele Cornell
François Grondin
161
24
0
20 Oct 2021
Stepwise-Refining Speech Separation Network via Fine-Grained Encoding in High-order Latent Domain
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021
Zengwei Yao
Wenjie Pei
Fanglin Chen
Guangming Lu
David C. Zhang
192
14
0
10 Oct 2021
Multi-channel Speech Enhancement with 2-D Convolutional Time-frequency Domain Features and a Pre-trained Acoustic Model
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2021
Quandong Wang
Junnan Wu
Zhao Yan
Sichong Qian
Liyong Guo
Lichun Fan
Weiji Zhuang
Peng Gao
Yujun Wang
234
0
0
23 Jul 2021
Improving On-Screen Sound Separation for Open-Domain Videos with Audio-Visual Self-Attention
Efthymios Tzinis
Scott Wisdom
Tal Remez
J. Hershey
VLM
246
8
0
17 Jun 2021
Teacher-Student MixIT for Unsupervised and Semi-supervised Speech Separation
Interspeech (Interspeech), 2021
Jisi Zhang
Catalin Zorila
R. Doddipatla
Jon Barker
140
25
0
15 Jun 2021
Compute and memory efficient universal sound source separation
Journal of Signal Processing Systems (JSPS), 2021
Efthymios Tzinis
Zhepei Wang
Xilin Jiang
Paris Smaragdis
194
45
0
03 Mar 2021
What's All the FUSS About Free Universal Sound Separation Data?
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Scott Wisdom
Hakan Erdogan
D. Ellis
Romain Serizel
Nicolas Turpault
Eduardo Fonseca
Justin Salamon
Prem Seetharaman
J. Hershey
246
88
0
02 Nov 2020
Unified Gradient Reweighting for Model Biasing with Applications to Source Separation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Efthymios Tzinis
Dimitrios Bralios
Paris Smaragdis
296
1
0
25 Oct 2020
Attention is All You Need in Speech Separation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Cem Subakan
Mirco Ravanelli
Samuele Cornell
Mirko Bronzi
Jianyuan Zhong
289
699
0
25 Oct 2020
Sudo rm -rf: Efficient Networks for Universal Audio Source Separation
International Workshop on Machine Learning for Signal Processing (MLSP), 2020
Efthymios Tzinis
Zhepei Wang
Paris Smaragdis
230
150
0
14 Jul 2020
Revisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances
S. I. Mimilakis
Konstantinos Drossos
G. Schuller
152
2
0
06 Jul 2020
Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation
Pyry Pyykkönen
S. I. Mimilakis
Konstantinos Drossos
Maria Sandsten
140
4
0
06 Jul 2020
Asteroid: the PyTorch-based audio source separation toolkit for researchers
Manuel Pariente
Samuele Cornell
Joris Cosentino
S. Sivasankaran
Efthymios Tzinis
...
Juan M. Martín-Donas
David Ditter
Ariel Frank
Antoine Deleforge
Emmanuel Vincent
250
170
0
08 May 2020
Unsupervised Interpretable Representation Learning for Singing Voice Separation
European Signal Processing Conference (EUSIPCO), 2020
S. I. Mimilakis
Konstantinos Drossos
G. Schuller
252
8
0
03 Mar 2020
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