Music Source Separation

Problem Statement

  • Input: The recording of the original song.
  • Ouptut: The separated tracks of different components, e.g., vocals, drums, piano, etc.

Demo Results

Source separation for pop songs.

Excerpt from the song: "小潘潘、小峰峰- 學貓叫 Say Meow Meow"

Original Song Separated vocals Separated drums Separated other components

Source separation for violin-piano duets.

A demo piece

Original song Separated violin Separated piano


Canon in D (Pachelbel) - Violin & Piano

Original song Separated violin Separated piano


Beauty and Beast

Original song Separated violin Separated piano


Beethoven Violin concerto in D major, Op. 61, 3rd movement

Original song Separated violin Separated piano






Last Update: June 2019