Formalizing Evaluation in Music Information Retrieval: A Look at the MIREX Automatic Mood Classification Task

Research output: Research - peer-reviewArticle in proceeding

Abstract

We develop a formalism to disambiguate
the evaluation of music information retrieval systems.
We define a ``system,''
what it means to ``analyze'' one,
and make clear the aims, parts, design, execution, interpretation, and assumptions of its ``evaluation.''
We apply this formalism to discuss the MIREX
automatic mood classification task.
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We develop a formalism to disambiguate
the evaluation of music information retrieval systems.
We define a ``system,''
what it means to ``analyze'' one,
and make clear the aims, parts, design, execution, interpretation, and assumptions of its ``evaluation.''
We apply this formalism to discuss the MIREX
automatic mood classification task.
Original languageEnglish
Title of host publicationProceedings of the 10 th International Symposium on Computer Music Multidisciplinary Research
PublisherLaboratoire de Mécanique et d'Acoustique (L.M.A.)
Publication date2013
Pages86-97
ISBN (Print)978-2-909669-23-6
StatePublished - 2013
Publication categoryResearch
Peer-reviewedYes
EventCMMR 2013 - Marseille, France
Duration: 15 Oct 201318 Oct 2013
Conference number: 10
http://www.cmmr2013.cnrs-mrs.fr/

Conference

ConferenceCMMR 2013
Nummer10
LandFrance
ByMarseille
Periode15/10/201318/10/2013
Internetadresse
SeriesL M A. Publications
ISSN1159-0947

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