Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision

6 November 2019

Papers citing "Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision"

12 / 12 papers shown

Title
Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks Darius Petermann G. Wichern Aswin Shanmugam Subramanian Zhong-Qiu Wang Jonathan Le Roux 27 10 0 14 Dec 2022
AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation Efthymios Tzinis Scott Wisdom Tal Remez J. Hershey 31 29 0 20 Jul 2022
Text-Driven Separation of Arbitrary Sounds Kevin Kilgour Beat Gfeller Qingqing Huang A. Jansen Scott Wisdom Marco Tagliasacchi 22 30 0 12 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 22 31 0 08 Apr 2022
MixCycle: Unsupervised Speech Separation via Cyclic Mixture Permutation Invariant Training Ertuğ Karamatlı S. Kırbız SSL 28 9 0 08 Feb 2022
Unsupervised Source Separation By Steering Pretrained Music Models Ethan Manilow P. O'Reilly Prem Seetharaman Bryan Pardo 13 2 0 25 Oct 2021
The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks Darius Petermann G. Wichern Zhong-Qiu Wang Jonathan Le Roux 21 37 0 19 Oct 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 26 68 0 02 Nov 2020
What's All the FUSS About Free Universal Sound Separation Data? Scott Wisdom Hakan Erdogan D. Ellis Romain Serizel Nicolas Turpault Eduardo Fonseca Justin Salamon Prem Seetharaman J. Hershey 25 81 0 02 Nov 2020
Transcription Is All You Need: Learning to Separate Musical Mixtures with Score as Supervision Yun-Ning Hung G. Wichern Jonathan Le Roux 17 12 0 22 Oct 2020
Conditioned Source Separation for Music Instrument Performances Olga Slizovskaia G. Haro E. Gómez 22 38 0 08 Apr 2020
Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity Ethan Manilow G. Wichern Prem Seetharaman Jonathan Le Roux 54 122 0 18 Sep 2019