A Reference-free Metric for Language-Queried Audio Source Separation using Contrastive Language-Audio Pretraining

F Xiao, J Guan, Q Zhu, X Liu, W Wang, S Qi… - arXiv preprint arXiv …, 2024 - arxiv.org
Language-queried audio source separation (LASS) aims to separate an audio source
guided by a text query, with the signal-to-distortion ratio (SDR)-based metrics being …

FlowSep: Language-Queried Sound Separation with Rectified Flow Matching

Y Yuan, X Liu, H Liu, MD Plumbley, W Wang - arXiv preprint arXiv …, 2024 - arxiv.org
Language-queried audio source separation (LASS) focuses on separating sounds using
textual descriptions of the desired sources. Current methods mainly use discriminative …