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

Bob L. Sturm

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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.
OriginalsprogEngelsk
TitelProceedings of the 10 th International Symposium on Computer Music Multidisciplinary Research
ForlagLaboratoire de Mécanique et d'Acoustique (L.M.A.)
Publikationsdato2013
Sider86-97
ISBN (Trykt)978-2-909669-23-6
StatusUdgivet - 2013
BegivenhedThe 10th International Symposium on Computer Music Multidisciplinary Research - Marseille, Frankrig
Varighed: 15 okt. 201318 okt. 2013
Konferencens nummer: 10
http://www.cmmr2013.cnrs-mrs.fr/

Konference

KonferenceThe 10th International Symposium on Computer Music Multidisciplinary Research
Nummer10
Land/OmrådeFrankrig
ByMarseille
Periode15/10/201318/10/2013
Internetadresse
NavnL M A. Publications
ISSN1159-0947

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