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2011.00803
Cited By
What's All the FUSS About Free Universal Sound Separation Data?
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
2 November 2020
Scott Wisdom
Hakan Erdogan
D. Ellis
Romain Serizel
Nicolas Turpault
Eduardo Fonseca
Justin Salamon
Prem Seetharaman
J. Hershey
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Papers citing
"What's All the FUSS About Free Universal Sound Separation Data?"
50 / 50 papers shown
DeepASA: An Object-Oriented Multi-Purpose Network for Auditory Scene Analysis
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Younghoo Kwon
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348
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Single-Channel Target Speech Extraction Utilizing Distance and Room Clues
Runwu Shi
Zirui Lin
Benjamin Yen
Jiang Wang
Ragib Amin Nihal
Kazuhiro Nakadai
3DV
356
0
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20 May 2025
A Comparative Study on Positional Encoding for Time-frequency Domain Dual-path Transformer-based Source Separation Models
Kohei Saijo
Tetsuji Ogawa
367
4
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28 Apr 2025
UniSep: Universal Target Audio Separation with Language Models at Scale
Yun Wang
Hangting Chen
Dongchao Yang
Weiqin Li
Dan Luo
Guangzhi Li
Shan Yang
Zhiyong Wu
Helen Meng
Xixin Wu
VLM
313
4
0
31 Mar 2025
Distance Based Single-Channel Target Speech Extraction
Runwu Shi
Benjamin Yen
Kazuhiro Nakadai
262
3
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31 Dec 2024
Task-Aware Unified Source Separation
Kohei Saijo
Janek Ebbers
François Germain
Gordon Wichern
Jonathan Le Roux
326
8
0
31 Oct 2024
Exploring Text-Queried Sound Event Detection with Audio Source Separation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Han Yin
Jisheng Bai
Yang Xiao
Hui Wang
Siqi Zheng
Yafeng Chen
Rohan Kumar Das
Chong Deng
Jianfeng Chen
403
22
0
20 Sep 2024
DeFT-Mamba: Universal Multichannel Sound Separation and Polyphonic Audio Classification
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Dongheon Lee
Jung-Woo Choi
Mamba
226
13
0
19 Sep 2024
Compositional Audio Representation Learning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Sripathi Sridhar
Mark Cartwright
AI4TS
542
1
0
15 Sep 2024
Universal Sound Separation with Self-Supervised Audio Masked Autoencoder
Junqi Zhao
Xubo Liu
Jinzheng Zhao
Yiitan Yuan
Qiuqiang Kong
Mark D. Plumbley
Wenwu Wang
300
6
0
16 Jul 2024
Semantic Grouping Network for Audio Source Separation
Shentong Mo
Yapeng Tian
356
5
0
04 Jul 2024
Listen, Chat, and Remix: Text-Guided Soundscape Remixing for Enhanced Auditory Experience
IEEE Journal on Selected Topics in Signal Processing (JSTSP), 2024
Xilin Jiang
Cong Han
Yinghao Aaron Li
N. Mesgarani
KELM
394
6
0
06 Feb 2024
Novel-View Acoustic Synthesis from 3D Reconstructed Rooms
Interspeech (Interspeech), 2023
Byeongjoo Ahn
Karren D. Yang
Brian Hamilton
Jonathan Sheaffer
Anurag Ranjan
Miguel Sarabia
Oncel Tuzel
Jen-Hao Rick Chang
244
11
0
23 Oct 2023
Real-time Speech Enhancement and Separation with a Unified Deep Neural Network for Single/Dual Talker Scenarios
Kashyap Patel
A. Kovalyov
Issa Panahi
264
1
0
16 Oct 2023
A Single Speech Enhancement Model Unifying Dereverberation, Denoising, Speaker Counting, Separation, and Extraction
Automatic Speech Recognition & Understanding (ASRU), 2023
Kohei Saijo
Wangyou Zhang
Zhong-Qiu Wang
Shinji Watanabe
Tetsunori Kobayashi
Tetsuji Ogawa
VLM
259
12
0
12 Oct 2023
GASS: Generalizing Audio Source Separation with Large-scale Data
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Jordi Pons
Xiaoyu Liu
Santiago Pascual
Joan Serrà
269
22
0
29 Sep 2023
Sampling-Frequency-Independent Universal Sound Separation
Tomohiko Nakamura
Kohei Yatabe
201
0
0
22 Sep 2023
Remixing-based Unsupervised Source Separation from Scratch
Interspeech (Interspeech), 2023
Kohei Saijo
Tetsuji Ogawa
235
4
0
01 Sep 2023
ReZero: Region-customizable Sound Extraction
Rongzhi Gu
Yi Luo
201
39
0
31 Aug 2023
Universal Source Separation with Weakly Labelled Data
Qiuqiang Kong
Kai Chen
Haohe Liu
Xingjian Du
Taylor Berg-Kirkpatrick
Shlomo Dubnov
Mark D. Plumbley
243
41
0
11 May 2023
Latent Autoregressive Source Separation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Emilian Postolache
Giorgio Mariani
Michele Mancusi
Andrea Santilli
Luca Cosmo
Emanuele Rodolà
BDL
DRL
226
13
0
09 Jan 2023
Adversarial Permutation Invariant Training for Universal Sound Separation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Emilian Postolache
Jordi Pons
Santiago Pascual
Joan Serrà
VLM
383
10
0
21 Oct 2022
ConceptBeam: Concept Driven Target Speech Extraction
ACM Multimedia (ACM MM), 2022
Yasunori Ohishi
Marc Delcroix
Tsubasa Ochiai
S. Araki
Daiki Takeuchi
Daisuke Niizumi
Akisato Kimura
Noboru Harada
K. Kashino
250
24
0
25 Jul 2022
PodcastMix: A dataset for separating music and speech in podcasts
Interspeech (Interspeech), 2022
Nico M. Schmidt
Jordi Pons
M. Miron
153
5
0
15 Jul 2022
Learning to Separate Voices by Spatial Regions
International Conference on Machine Learning (ICML), 2022
Alan Xu
Romit Roy Choudhury
307
17
0
09 Jul 2022
An Empirical Analysis on the Vulnerabilities of End-to-End Speech Segregation Models
Interspeech (Interspeech), 2022
Rahil Parikh
G. Rochette
C. Espy-Wilson
S. Shamma
UQCV
144
0
0
20 Jun 2022
STFT-Domain Neural Speech Enhancement with Very Low Algorithmic Latency
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Zhong-Qiu Wang
Gordon Wichern
Shinji Watanabe
Jonathan Le Roux
366
53
0
21 Apr 2022
Text-Driven Separation of Arbitrary Sounds
Interspeech (Interspeech), 2022
Kevin Kilgour
Beat Gfeller
Qingqing Huang
A. Jansen
Scott Wisdom
Marco Tagliasacchi
314
43
0
12 Apr 2022
Listen only to me! How well can target speech extraction handle false alarms?
Interspeech (Interspeech), 2022
Marc Delcroix
K. Kinoshita
Tsubasa Ochiai
Kateřina Žmolíková
Hiroshi Sato
Tomohiro Nakatani
227
17
0
11 Apr 2022
SoundBeam: Target sound extraction conditioned on sound-class labels and enrollment clues for increased performance and continuous learning
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Marc Delcroix
Jorge Bennasar Vázquez
Tsubasa Ochiai
K. Kinoshita
Yasunori Ohishi
S. Araki
VLM
394
46
0
08 Apr 2022
Separate What You Describe: Language-Queried Audio Source Separation
Interspeech (Interspeech), 2022
Xubo Liu
Haohe Liu
Qiuqiang Kong
Xinhao Mei
Jinzheng Zhao
Qiushi Huang
Mark D. Plumbley
Wenwu Wang
363
90
0
28 Mar 2022
Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data
Ke Chen
Xingjian Du
Bilei Zhu
Zejun Ma
Taylor Berg-Kirkpatrick
Shlomo Dubnov
391
57
0
15 Dec 2021
SA-SDR: A novel loss function for separation of meeting style data
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Thilo von Neumann
K. Kinoshita
Christoph Boeddeker
Marc Delcroix
Reinhold Haeb-Umbach
225
29
0
29 Oct 2021
Leveraging Low-Distortion Target Estimates for Improved Speech Enhancement
Zhong-Qiu Wang
Gordon Wichern
Jonathan Le Roux
441
17
0
01 Oct 2021
USEV: Universal Speaker Extraction with Visual Cue
Zexu Pan
Meng Ge
Haizhou Li
332
62
0
30 Sep 2021
The impact of non-target events in synthetic soundscapes for sound event detection
Francesca Ronchini
Romain Serizel
Nicolas Turpault
Samuele Cornell
213
24
0
28 Sep 2021
On The Compensation Between Magnitude and Phase in Speech Separation
IEEE Signal Processing Letters (IEEE SPL), 2021
Zhong-Qiu Wang
Gordon Wichern
Jonathan Le Roux
375
86
0
11 Aug 2021
Multi-Task Audio Source Separation
Lu Zhang
Chenxing Li
Feng Deng
Xiaorui Wang
178
13
0
14 Jul 2021
Few-shot learning of new sound classes for target sound extraction
Interspeech (Interspeech), 2021
Marc Delcroix
Jorge Bennasar Vázquez
Tsubasa Ochiai
K. Kinoshita
S. Araki
VLM
204
13
0
14 Jun 2021
Sparse, Efficient, and Semantic Mixture Invariant Training: Taming In-the-Wild Unsupervised Sound Separation
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021
Scott Wisdom
A. Jansen
Ron J. Weiss
Hakan Erdogan
J. Hershey
248
28
0
01 Jun 2021
Self-Supervised Learning from Automatically Separated Sound Scenes
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2021
Eduardo Fonseca
A. Jansen
D. Ellis
Scott Wisdom
Marco Tagliasacchi
J. Hershey
Manoj Plakal
Shawn Hershey
R. C. Moore
Xavier Serra
SSL
294
13
0
05 May 2021
GISE-51: A scalable isolated sound events dataset
Sarthak Yadav
Mary Ellen Foster
196
8
0
23 Mar 2021
Compute and memory efficient universal sound source separation
Journal of Signal Processing Systems (JSPS), 2021
Efthymios Tzinis
Zhepei Wang
Xilin Jiang
Paris Smaragdis
256
49
0
03 Mar 2021
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds
International Conference on Learning Representations (ICLR), 2020
Efthymios Tzinis
Scott Wisdom
A. Jansen
Shawn Hershey
Tal Remez
D. Ellis
J. Hershey
498
83
0
02 Nov 2020
Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Nicolas Turpault
Romain Serizel
Scott Wisdom
Hakan Erdogan
J. Hershey
Eduardo Fonseca
Prem Seetharaman
Justin Salamon
206
33
0
02 Nov 2020
FSD50K: An Open Dataset of Human-Labeled Sound Events
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020
Eduardo Fonseca
Xavier Favory
Jordi Pons
F. Font
Xavier Serra
782
646
0
01 Oct 2020
OtoWorld: Towards Learning to Separate by Learning to Move
Omkar Ranadive
Grant Gasser
David Terpay
Prem Seetharaman
196
1
0
12 Jul 2020
Improving Sound Event Detection In Domestic Environments Using Sound Separation
Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2020
Nicolas Turpault
Scott Wisdom
Hakan Erdogan
J. Hershey
Romain Serizel
Eduardo Fonseca
Prem Seetharaman
Justin Salamon
273
54
0
08 Jul 2020
Unsupervised Sound Separation Using Mixture Invariant Training
Scott Wisdom
Efthymios Tzinis
Hakan Erdogan
Ron J. Weiss
K. Wilson
J. Hershey
302
27
0
23 Jun 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
305
172
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08 May 2020
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