Joaquin Perez-Lapillo

Improving Singing Voice Separation with the Wave-U-Net Using Minimum Hyperspherical Energy

In recent years, deep learning has surpassed traditional approaches to the problem of singing voice separation. The Wave-U-Net is a recent deep network architecture that operates directly on the time domain. The standard Wave-U- Net is trained with data augmentation and early stopping to prevent ove…