/Singing-Voice-Separation

Primary LanguagePython

Singing-Voice-Separation

This is an implementation of U-Net for vocal separation with tensorflow

Requirement

  • librosa==0.6.2
  • numpy==1.14.3
  • tensorflow==1.9.0
  • python==3.6.5

Data

I prepare CCMixter datasets in "./data" and Each track consisted of Mixed, instrumental, Vocal version

$ python CCMixter_process.py

Usage

  • Train
$ python Training.py
  • Test
$ python Test.py

Paper

Andreas Jansson, et al. SINGING VOICE SEPARATION WITH DEEP U-NET CONVOLUTIONAL NETWORKS. 2017.
paper: https://ismir2017.smcnus.org/wp-content/uploads/2017/10/171_Paper.pdf