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Comment évaluer les algorithmes de séparation de sources audio ?

Abstract : In this article, we describe a few applications of audio source separation and we propose some ideas towards the construction of an agreed-upon evaluation framework for audio source separation algorithms. Our work is composed of three steps : identifying the typical tasks to be addressed by the algorithms, designing numerical performance criteria, and collecting relevant datasets.
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Contributor : Emmanuel Vincent Connect in order to contact the contributor
Submitted on : Tuesday, December 7, 2010 - 3:28:43 PM
Last modification on : Friday, November 18, 2022 - 3:41:26 AM
Long-term archiving on: : Tuesday, March 8, 2011 - 4:36:53 AM


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  • HAL Id : inria-00544248, version 1


Emmanuel Vincent, Cédric Févotte, Rémi Gribonval, Laurent Benaroya, Xavier Rodet, et al.. Comment évaluer les algorithmes de séparation de sources audio ?. 19e colloque GRETSI sur le traitement du signal et des images, Sep 2003, Paris, France. pp.27--30. ⟨inria-00544248⟩



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