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  4. Formalizing the problem of music description
 
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2014
Conference Paper
Title

Formalizing the problem of music description

Abstract
The lack of a formalism for "the problem of music description" results in, among other things: ambiguity in what problem a music description system must address, how it should be evaluated, what criteria define its success, and the paradox that a music description system can reproduce the "ground truth" of a music dataset without attending to the music it contains. To address these issues, we formalize the problem of music description such that all elements of an instance of it are made explicit. This can thus inform the building of a system, and how it should be evaluated in a meaningful way. We provide illustrations of this formalism applied to three examples drawn from the literature.
Author(s)
Sturm, Bob L.
Bardeli, Rolf  
Langlois, Thibault
Emiya, Valentin
Mainwork
15th Conference of the International Society for Music Information Retrieval, ISMIR 2014. Proceedings. Online resource  
Conference
International Society for Music Information Retrieval (ISMIR Conference) 2014  
Link
Link
Language
English
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
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