Professionally-produced Music Separation Guided by Covers

@inproceedings{Gerber2012ProfessionallyproducedMS,
  title={Professionally-produced Music Separation Guided by Covers},
  author={Timoth{\'e}e Gerber and Martin Dutasta and Laurent Girin and C{\'e}dric F{\'e}votte},
  booktitle={ISMIR},
  year={2012}
}
This paper addresses the problem of demixing professionally produced music, i.e., recovering the musical source signals that compose a (2-channel stereo) commercial mix signal. Inspired by previous studies using MIDI synthesized or hummed signals as external references, we propose to use the multitrack signals of a cover interpretation to guide the separation process with a relevant initialization. This process is carried out within the framework of the multichannel convolutive NMF model and… CONTINUE READING

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