Unsupervised Composable Representations for Audio

1 code implementation • 19 Aug 2024 • Giovanni Bindi, Philippe Esling

We demonstrate that our framework, used with diffusion models, naturally addresses the task of unsupervised audio source separation, showing that our model is able to perform high-quality separation.

Audio Source Separation blind source separation +2

AI (r)evolution -- where are we heading? Thoughts about the future of music and sound technologies in the era of deep learning

no code implementations • 20 Sep 2023 • Giovanni Bindi, Nils Demerlé, Rodrigo Diaz, David Genova, Aliénor Golvet, Ben Hayes, Jiawen Huang, Lele Liu, Vincent Martos, Sarah Nabi, Teresa Pelinski, Lenny Renault, Saurjya Sarkar, Pedro Sarmento, Cyrus Vahidi, Lewis Wolstanholme, Yixiao Zhang, Axel Roebel, Nick Bryan-Kinns, Jean-Louis Giavitto, Mathieu Barthet

The students represent the future generation of AI and music researchers.