Siyuan Yuan

Improved Singing Voice Separation with Chromagram-Based Pitch-Aware Remixing

Singing voice separation aims to separate music into vocals and accompaniment components. One of the major constraints for the task is the limited amount of training data with separated vocals. Data augmentation techniques such as random source mixing have been shown to make better use of existing d…