1 code implementation • 2 Oct 2023 • Pritthijit Nath, Pancham Shukla, Shuai Wang, César Quilodrán-Casas
As tropical cyclones become more intense due to climate change, the rise of Al-based modelling provides a more affordable and accessible approach compared to traditional methods based on mathematical models.
2 code implementations • 15 Sep 2023 • Junyu Chen, Susmitha Vekkot, Pancham Shukla
Music source separation (MSS) aims to extract 'vocals', 'drums', 'bass' and 'other' tracks from a piece of mixed music.
Ranked #8 on Music Source Separation on MUSDB18-HQ
1 code implementation • 28 Sep 2022 • Jonah Anton, Harry Coppock, Pancham Shukla, Bjorn W. Schuller
The Barlow Twins self-supervised learning objective requires neither negative samples or asymmetric learning updates, achieving results on a par with the current state-of-the-art within Computer Vision.
Ranked #1 on Event Detection on DCASE 2016 Task 2