What's All the FUSS About Free Universal Sound Separation Data?

2 November 2020

Papers citing "What's All the FUSS About Free Universal Sound Separation Data?"

29 / 29 papers shown

Title
Single-Channel Target Speech Extraction Utilizing Distance and Room Clues Runwu Shi Zirui Lin Benjamin Yen Jiang Wang Ragib Amin Nihal Kazuhiro Nakadai 3DV 103 0 0 20 May 2025
A Comparative Study on Positional Encoding for Time-frequency Domain Dual-path Transformer-based Source Separation Models Kohei Saijo Tetsuji Ogawa 85 1 0 28 Apr 2025
Exploring Text-Queried Sound Event Detection with Audio Source Separation Han Yin Jisheng Bai Yang Xiao Hui Wang Siqi Zheng Yafeng Chen Rohan Kumar Das Chong Deng Jianfeng Chen 106 4 0 20 Sep 2024
Compositional Audio Representation Learning Sripathi Sridhar Mark Cartwright AI4TS 117 0 0 15 Sep 2024
Listen, Chat, and Remix: Text-Guided Soundscape Remixing for Enhanced Auditory Experience Xilin Jiang Cong Han Yinghao Aaron Li N. Mesgarani KELM 91 5 0 06 Feb 2024
Remixing-based Unsupervised Source Separation from Scratch Kohei Saijo Tetsuji Ogawa 50 3 0 01 Sep 2023
Adversarial Permutation Invariant Training for Universal Sound Separation Emilian Postolache Jordi Pons Santiago Pascual Joan Serrà VLM 65 7 0 21 Oct 2022
PodcastMix: A dataset for separating music and speech in podcasts Nico M. Schmidt Jordi Pons M. Miron 46 3 0 15 Jul 2022
Learning to Separate Voices by Spatial Regions Alan Xu Romit Roy Choudhury 110 10 0 09 Jul 2022
An Empirical Analysis on the Vulnerabilities of End-to-End Speech Segregation Models Rahil Parikh G. Rochette C. Espy-Wilson S. Shamma UQCV 35 0 0 20 Jun 2022
STFT-Domain Neural Speech Enhancement with Very Low Algorithmic Latency Zhong-Qiu Wang Gordon Wichern Shinji Watanabe Jonathan Le Roux 87 36 0 21 Apr 2022
Text-Driven Separation of Arbitrary Sounds Kevin Kilgour Beat Gfeller Qingqing Huang A. Jansen Scott Wisdom Marco Tagliasacchi 100 34 0 12 Apr 2022
Listen only to me! How well can target speech extraction handle false alarms? Marc Delcroix K. Kinoshita Tsubasa Ochiai Kateřina Žmolíková Hiroshi Sato Tomohiro Nakatani 71 15 0 11 Apr 2022
SoundBeam: Target sound extraction conditioned on sound-class labels and enrollment clues for increased performance and continuous learning Marc Delcroix Jorge Bennasar Vázquez Tsubasa Ochiai K. Kinoshita Yasunori Ohishi S. Araki VLM 83 34 0 08 Apr 2022
Separate What You Describe: Language-Queried Audio Source Separation Xubo Liu Haohe Liu Qiuqiang Kong Xinhao Mei Jinzheng Zhao Qiushi Huang Mark D. Plumbley Wenwu Wang 100 70 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 109 46 0 15 Dec 2021
SA-SDR: A novel loss function for separation of meeting style data Thilo von Neumann K. Kinoshita Christoph Boeddeker Marc Delcroix Reinhold Haeb-Umbach 74 21 0 29 Oct 2021
Leveraging Low-Distortion Target Estimates for Improved Speech Enhancement Zhong-Qiu Wang Gordon Wichern Jonathan Le Roux 251 15 0 01 Oct 2021
On The Compensation Between Magnitude and Phase in Speech Separation Zhong-Qiu Wang Gordon Wichern Jonathan Le Roux 81 74 0 11 Aug 2021
Multi-Task Audio Source Separation Lu Zhang Chenxing Li Feng Deng Xiaorui Wang 67 9 0 14 Jul 2021
Few-shot learning of new sound classes for target sound extraction Marc Delcroix Jorge Bennasar Vázquez Tsubasa Ochiai K. Kinoshita S. Araki VLM 58 11 0 14 Jun 2021
Sparse, Efficient, and Semantic Mixture Invariant Training: Taming In-the-Wild Unsupervised Sound Separation Scott Wisdom A. Jansen Ron J. Weiss Hakan Erdogan J. Hershey 77 27 0 01 Jun 2021
Self-Supervised Learning from Automatically Separated Sound Scenes Eduardo Fonseca A. Jansen D. Ellis Scott Wisdom Marco Tagliasacchi J. Hershey Manoj Plakal Shawn Hershey R. C. Moore Xavier Serra SSL 81 13 0 05 May 2021
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds Efthymios Tzinis Scott Wisdom A. Jansen Shawn Hershey Tal Remez D. Ellis J. Hershey 83 71 0 02 Nov 2020
Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes Nicolas Turpault Romain Serizel Scott Wisdom Hakan Erdogan J. Hershey Eduardo Fonseca Prem Seetharaman Justin Salamon 43 30 0 02 Nov 2020
FSD50K: An Open Dataset of Human-Labeled Sound Events Eduardo Fonseca Xavier Favory Jordi Pons F. Font Xavier Serra 142 467 0 01 Oct 2020
Improving Sound Event Detection In Domestic Environments Using Sound Separation Nicolas Turpault Scott Wisdom Hakan Erdogan J. Hershey Romain Serizel Eduardo Fonseca Prem Seetharaman Justin Salamon 93 49 0 08 Jul 2020
Unsupervised Sound Separation Using Mixture Invariant Training Scott Wisdom Efthymios Tzinis Hakan Erdogan Ron J. Weiss K. Wilson J. Hershey 70 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 94 157 0 08 May 2020