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dc.contributor.authorFerrer Flores, Rafael
dc.contributor.authorEerola, Tuomas
dc.date.accessioned2016-08-23T09:33:50Z
dc.date.available2016-08-23T09:33:50Z
dc.date.issued2010
dc.identifier.citationFerrer Flores, R., & Eerola, T. (2010). Timbral qualities of semantic structures of music. In <i>Proceedings of 11th International Conference on Music Information Retrieval (ISMIR 2010)</i> (pp. 571-576). <a href="http://ismir2010.ismir.net/proceedings/ismir2010-98.pdf" target="_blank">http://ismir2010.ismir.net/proceedings/ismir2010-98.pdf</a>
dc.identifier.otherCONVID_20156830
dc.identifier.otherTUTKAID_43971
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/51003
dc.description.abstractThe rapid expansion of social media in music has provided the field with impressive datasets that offer insights into the semantic structures underlying everyday uses and classification of music. We hypothesize that the organization of these structures are rather directly linked with the ”qualia” of the music as sound. To explore the ways in which these structures are connected with the qualities of sounds, a semantic space was extracted from a large collection of musical tags with latent semantic and cluster analysis. The perceptual and musical properties of 19 clusters were investigated by a similarity rating task that used spliced musical excerpts representing each cluster. The resulting perceptual space denoting the clusters correlated high with selected acoustical features extracted from the stimuli. The first dimension related to the high-frequency energy content, the second to the regularity of the spectrum, and the third to the fluctuations within the spectrum. These findings imply that meaningful organization of music may be derived from low-level descriptions of the excerpts. Novel links with the functions of music embedded into the tagging information included within the social media are proposed.
dc.language.isoeng
dc.relation.ispartofProceedings of 11th International Conference on Music Information Retrieval (ISMIR 2010)
dc.relation.urihttp://ismir2010.ismir.net/proceedings/ismir2010-98.pdf
dc.subject.othersemanttinen analyysi
dc.subject.othertimbre
dc.subject.othernatural language processing
dc.subject.othertimbral environment
dc.titleTimbral qualities of semantic structures of music
dc.typeconferenceObject
dc.identifier.urnURN:NBN:fi:jyu-201607283694
dc.contributor.laitosMusiikin laitosfi
dc.contributor.laitosDepartment of Musicen
dc.contributor.oppiaineMusiikkitiedefi
dc.contributor.oppiaineMusicologyen
dc.type.urihttp://purl.org/eprint/type/ConferencePaper
dc.date.updated2016-07-28T12:15:27Z
dc.audiencePublisher's PDF
dc.type.coarconference paper
dc.type.coarconference paper
dc.description.reviewstatuspeerReviewed
dc.format.pagerange571-576
dc.type.versionpublishedVersion
dc.rights.copyright© 2010 Authors & International Society for Music Information Retrieval
dc.rights.accesslevelopenAccessfi
dc.subject.ysososiaalinen media
dc.subject.ysosointiväri
dc.subject.ysosamanlaisuus
dc.subject.ysoakustinen analyysi
jyx.subject.urihttp://www.yso.fi/onto/yso/p20774
jyx.subject.urihttp://www.yso.fi/onto/yso/p26459
jyx.subject.urihttp://www.yso.fi/onto/yso/p20941
jyx.subject.urihttp://www.yso.fi/onto/yso/p29030
dc.rights.urlhttps://creativecommons.org/licenses/by/4.0/


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© 2010 Authors & International Society for Music Information Retrieval
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