GASS: Generalizing Audio Source Separation with Large-scale Data

GASS: Generalizing Audio Source Separation with Large-scale Data

29 September 2023

Xiaoyu Liu

Santiago Pascual

Papers citing "GASS: Generalizing Audio Source Separation with Large-scale Data"

12 / 12 papers shown

Title
Unleashing the Power of Natural Audio Featuring Multiple Sound Sources Xize Cheng Slytherin Wang Zehan Wang Rongjie Huang Tao Jin Zhou Zhao 47 0 0 24 Apr 2025
UniSep: Universal Target Audio Separation with Language Models at Scale Yishuo Wang Hangting Chen Dongchao Yang Weiqin Li Dan Luo Guangzhi Li Shan Yang Zhiyong Wu Helen Meng Xixin Wu VLM 52 1 0 31 Mar 2025
Task-Aware Unified Source Separation Kohei Saijo Janek Ebbers François Germain Gordon Wichern Jonathan Le Roux 44 2 0 31 Oct 2024
OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup Xize Cheng Siqi Zheng Zehan Wang Minghui Fang Ziang Zhang ... Zejun Ma Shengpeng Ji Jialong Zuo Tao Jin Zhou Zhao 35 1 0 28 Oct 2024
DeFT-Mamba: Universal Multichannel Sound Separation and Polyphonic Audio Classification Dongheon Lee Jung-Woo Choi Mamba 29 1 0 19 Sep 2024
Learning Source Disentanglement in Neural Audio Codec Xiaoyu Bie Xubo Liu Gaël Richard 34 1 0 17 Sep 2024
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 30 4 0 06 Jul 2024
Generalized Multi-Source Inference for Text Conditioned Music Diffusion Models Emilian Postolache Giorgio Mariani Luca Cosmo Emmanouil Benetos Emanuele Rodolà DiffM 48 9 0 18 Mar 2024
Martian time-series unraveled: A multi-scale nested approach with factorial variational autoencoders Ali Siahkoohi Rudy Morel Randall Balestriero Erwan Allys G. Sainton Taichi Kawamura Maarten V. de Hoop 34 2 0 25 May 2023
Adversarial Permutation Invariant Training for Universal Sound Separation Emilian Postolache Jordi Pons Santiago Pascual Joan Serrà VLM 28 6 0 21 Oct 2022
Music Source Separation with Band-split RNN Yi Luo Jianwei Yu 60 107 0 30 Sep 2022
Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity Ethan Manilow Gordon Wichern Prem Seetharaman Jonathan Le Roux 57 123 0 18 Sep 2019