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A tentative typology of audio source separation tasks

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text
 

Genre(s)

article
 

Forme(s)

document numérique
 

Cette ressource est disponible chez l'organisme suivant : Ircam - Centre Pompidou

Identification

Titre

A tentative typology of audio source separation tasks
 

Nom(s)

Vincent, Emmanuel (auteur)
 
Fevotte, Cédric (auteur)
 
Gribonval, Rémi (auteur)
 
Rodet, Xavier (auteur)
 
Robel, Axel (auteur)
 

Publication

Nara, Japan , 2003
 

Description

Sujet(s)

source   separation   audio   evaluation
 

Résumé

We propose a preliminary step towards the construction of a global evaluation framework for Blind Audio Source Separation (BASS) algorithms. BASS covers many potential applications that involve a more restricted number of tasks. An algorithm may perform well on some tasks and poorly on others. Various factors affect the difficulty of each task and the criteria that should be used to assess the performance of algorithms that try to address it. Thus a typology of BASS tasks would greatly help the building of an evaluation framework. We describe some typical BASS applications and propose some qualitative criteria to evaluate separation in each case. We then list some of the tasks to be accomplished and present a possible classification scheme.
 

Note(s)

Contribution au colloque ou congrès : 4th Symposium on Independent Component Analysis and Blind Source Separation (ICA 2003)
 

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Date de la notice

2010-02-25 01:00:00
 

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