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A Critical Survey of Research in Music Genre Recognition
Max Planck Institute for Empirical Aesthetics, Frankfurt, Germany.
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Speech, Music and Hearing, TMH.ORCID iD: 0000-0003-2549-6367
Department of Anthropology, Institute for Advanced Studies, UCL, London, UK.
Max Planck Institute for Empirical Aesthetics, Frankfurt, Germany.
2024 (English)In: Proc. International Society for Music Information Retrieval Conference, ISMIR , 2024Conference paper, Published paper (Refereed)
Abstract [en]

This paper surveys 560 publications about music genre recognition (MGR) published between 2013–2022, com- plementing the comprehensive survey of [474], which cov- ered the time frame 1995–2012 (467 publications). For each publication we determine its main functions: a review of research, a contribution to evaluation methodology, or an experimental work. For each experimental work we note the data, experimental approach, and figure of merit it ap- plies. We also note the extents to which any publication engages with work critical of MGR as a research problem, as well as genre theory. Our bibliographic analysis shows for MGR research: 1) it typically does not meaningfully engage with any critique of itself; and 2) it typically does not meaningfully engage with work in genre theory. 

Place, publisher, year, edition, pages
ISMIR , 2024.
National Category
Computer Systems
Identifiers
URN: urn:nbn:se:kth:diva-356226OAI: oai:DiVA.org:kth-356226DiVA, id: diva2:1912386
Conference
25th International Society for Music Information Retrieval (ISMIR), San Francisco, CA, USA, Nov 10-14 2024
Funder
EU, Horizon 2020, 864189
Note

QC 20241115

Available from: 2024-11-12 Created: 2024-11-12 Last updated: 2024-11-15Bibliographically approved

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fulltext(397 kB)127 downloads
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Sturm, Bob

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf