Singing Voice Separation Based On Non-vocal Independent Component Subtraction and Amplitude Discrimination


Sofianos, Stratis, Ariyaeeinia, Aladdin and Polfreman, Richard (2010) Singing Voice Separation Based On Non-vocal Independent Component Subtraction and Amplitude Discrimination. In, Proceedings of the 13th International Conference on Digital Audio Effects (DAFx-10). 13th IInternational Conference on Digital Audio Effects (DAFx-10) Graz, AT, Institute of Electronic Music and Acoustics, DAFX-1.

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Description/Abstract

Many applications of Music Information Retrieval can benefit from effective isolation of the music sources. Earlier work by the authors led to the development of a system that is based on Azi- muth Discrimination and Resynthesis (ADRess) and can extract the singing voice from reverberant stereophonic mixtures. We propose an extension to our previous method that is not based on ADRess and exploits both channels of the stereo mix more effec- tively. For the evaluation of the system we use a dataset that con- tains songs convolved during mastering as well as the mixing process (i.e. “real-world” conditions). The metrics for objective evaluation are based on bss_eval.

Item Type: Book Section
ISBNs: 9783200019409
Subjects: M Music and Books on Music > M Music
T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: University Structure - Pre August 2011 > School of Humanities > Music
ePrint ID: 181941
Date Deposited: 27 Apr 2011 14:38
Last Modified: 27 Mar 2014 19:35
Publisher: Institute of Electronic Music and Acoustics
URI: http://eprints.soton.ac.uk/id/eprint/181941

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