Sony Group Corporation; University of California San Diego; Sony Group Corporation and University of California San Diego
Hao-Wen Dong, Naoya Takahashi, Yuki Mitsufuji, Julian McAuley, Taylor Berg-Kirkpatrick
universal sound separation;source separation;contrastive language-image pre-training;multi-modal learning;self-supervised learning
CLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos