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Formalizing the Problem of Music Description

By Bob L. Sturm, Rolf Bardeli, Thibault Langlois and Valentin Emiya

Abstract

The lack of a formalism for “the problem of music descrip- tion” 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 formal- ize 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 formal- ism applied to three examples drawn from the literature

Publisher: ISMIR
Year: 2015
OAI identifier: oai:pure.atira.dk:publications/1bcca2a6-15b8-40c9-98d2-ab0ec26c8bed
Provided by: VBN

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