r/MachineLearning - [N] Open-Unmix for Music Separation

It is our great pleasure to announce the release of Open-unmix, a MIT-licensed python implementation for DNN-based music separation. In the recent years, deep learning-based systems could break a long-standing crystal ceiling, and finally allow high-quality music separation. However, until now, no open-source implementation was available that matches the performance of the best systems proposed more than four years ago. Not being able to reproduce state of the art performance makes it difficult to clearly identify the sources for discrepancies and rooms for improvement. In this context, we release Open-Unmix (UMX) as closing this gap by providing a reference implementation for DNN-based music separation.