OUR PAPER is now available on arxiv
2023.06.28
by Minseok Kim, Jun Hyung Lee, Soonyoung Jung
Our paper ‘Sound Demixing Challenge 2023 Music Demixing Track Technical Report: TFC-TDF-UNet v3’ is now available on arxiv.
Abstract
In this report, we present our award-winning solutions for the Music Demixing Track of Sound Demixing Challenge 2023. First, we propose TFC-TDF-UNet v3, a time-efficient music source separation model that achieves state-of-the-art results on the MUSDB benchmark. We then give full details regarding our solutions for each Leaderboard, including a loss masking approach for noise-robust training. Code for reproducing model training and final submissions is available at github.com/kuielab/sdx23.
