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

Bob L. Sturm

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

Bob L. Sturm

Institut for Arkitektur og Medieteknologi

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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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.

Originalsprog	Engelsk
Titel	Proceedings of the 10 th International Symposium on Computer Music Multidisciplinary Research
Forlag	Laboratoire de Mécanique et d'Acoustique (L.M.A.)
Publikationsdato	2013
Sider	86-97
ISBN (Trykt)	978-2-909669-23-6
Status	Udgivet - 2013
Begivenhed	The 10^thInternational Symposium on Computer Music Multidisciplinary Research - Marseille, Frankrig Varighed: 15 okt. 2013 → 18 okt. 2013 Konferencens nummer: 10 http://www.cmmr2013.cnrs-mrs.fr/

Konference

Konference	The 10^thInternational Symposium on Computer Music Multidisciplinary Research
Nummer	10
Land/Område	Frankrig
By	Marseille
Periode	15/10/2013 → 18/10/2013
Internetadresse	http://www.cmmr2013.cnrs-mrs.fr/

Navn	L M A. Publications
ISSN	1159-0947

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Sturm20130904Accepteret manuskript, 243 KB

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1 Afsluttet
1 Igangværende

Greedy Sparse Approximation and the Automatic Description of Audio and Music Data
Sturm, B. L.
Technology and Production Independent Postdoc Center for Independent Research
01/01/2012 → …
Projekter: Projekt › Forskning
CoSound
Christensen, M. G., Tan, Z., Jensen, S. H. & Sturm, B. L.
01/01/2012 → 31/12/2015
Projekter: Projekt › Forskning

The Crisis of Evaluation in Music Information Retrieval
Bob L. Sturm (Foredragsholder)
13 nov. 2013
Aktivitet: Foredrag og mundtlige bidrag › Foredrag og præsentationer i privat eller offentlig virksomhed

Fil

Citationsformater

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

abstract = "We develop a formalism to disambiguatethe 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 MIREXautomatic mood classification task.",

author = "Sturm, {Bob L.}",

year = "2013",

language = "English",

isbn = "978-2-909669-23-6",

series = "L M A. Publications",

pages = "86--97",

booktitle = "Proceedings of the 10 th International Symposium on Computer Music Multidisciplinary Research",

publisher = "Laboratoire de M{\'e}canique et d'Acoustique (L.M.A.)",

note = "CMMR 2013, 10th International Symposium on Computer Music Multidisciplinary Research (CMMR) ; Conference date: 15-10-2013 Through 18-10-2013",

url = "http://www.cmmr2013.cnrs-mrs.fr/",

}

Sturm, BL 2013, Formalizing Evaluation in Music Information Retrieval: A Look at the MIREX Automatic Mood Classification Task. i Proceedings of the 10 th International Symposium on Computer Music Multidisciplinary Research. Laboratoire de Mécanique et d'Acoustique (L.M.A.), L M A. Publications, s. 86-97, The 10^thInternational Symposium on Computer Music Multidisciplinary Research, Marseille, Frankrig, 15/10/2013. <http://www.cmmr2013.cnrs-mrs.fr/>

Formalizing Evaluation in Music Information Retrieval: A Look at the MIREX Automatic Mood Classification Task. / Sturm, Bob L.
Proceedings of the 10 th International Symposium on Computer Music Multidisciplinary Research. Laboratoire de Mécanique et d'Acoustique (L.M.A.), 2013. s. 86-97 (L M A. Publications).

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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PY - 2013

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AB - We develop a formalism to disambiguatethe 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 MIREXautomatic mood classification task.

M3 - Article in proceeding

SN - 978-2-909669-23-6

T3 - L M A. Publications

SP - 86

EP - 97

BT - Proceedings of the 10 th International Symposium on Computer Music Multidisciplinary Research

PB - Laboratoire de Mécanique et d'Acoustique (L.M.A.)

Y2 - 15 October 2013 through 18 October 2013

ER -

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

Abstract

Konference

Adgang til dokumentet

AUB Link

Fingeraftryk

Projekter

Greedy Sparse Approximation and the Automatic Description of Audio and Music Data

CoSound

Aktiviteter

The Crisis of Evaluation in Music Information Retrieval

Citationsformater