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Single-channel Musical Source Separation using Bayesian Harmonic Models

Emmanuel Vincent and Mark D. Plumbley

About this page

This page provides some of the sound files used in the article "Single-channel Musical Source Separation using Bayesian Harmonic Models" to be published in Proc. Int. Conf. on Independent Component Analysis and Blind Source Separation, 2006.

Mixtures of real sources

All mixtures: mix1 mix2 mix3 mix4 mix5 mix6 mix7 mix8 mix9 mix10

Selected separation results

MixtureTrue sourcesHCENMF
mix4s1 s2se1 se2se1 se2
mix5s1 s2se1 se2se1 se2
mix6s1 s2se1 se2se1 se2

MIDI-synthesized mixtures

All mixtures: mix1 mix2 mix3 mix4 mix5 mix6 mix7 mix8 mix9 mix10

Selected separation results

MixtureTrue sourcesHCE with true scoreHCENMF
mix1s1 s2se1 se2se1 se2se1 se2
mix2s1 s2 s3se1 se2 se3se1 se2 se3se1 se2 se3
mix4s1 s2 s3se1 se2 se3se1 se2 se3se1 se2 se3

Acknowledgement

The mixtures of real sources are excerpts from the SQAM database (http://www.ebu.ch/en/technical/publications/tech3000_series/tech3253/)

The MIDI-synthesized mixtures are excerpts from RWC Classical Music and Music Genre databases (http://staff.aist.go.jp/m.goto/RWC-MDB/)

  
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