Incorporating features of distribution and progression for automatic Makam classification

Mostra el registre complet Registre parcial de l'ítem

• dc.contributor.author Ünal, Erdemca
• dc.contributor.author Bozkurt, Barisca
• dc.contributor.author Karaosmanoğlu, M. Kemalca
• dc.date.accessioned 2013-03-13T09:37:57Z
• dc.date.available 2013-03-13T09:37:57Z
• dc.date.issued 2012ca
• dc.description Comunicació presentada al 2nd CompMusic Workshop, celebrat els dies 12 i 13 de juliol de 2012 a Istanbul (Turquia), organitzat per CompMusic.
• dc.description.abstract Automatic classification of makams from symbolic data is a rarely studied topic. In this paper, first a review of an n-gram based approach is presented using various representations of the symbolic data. While a high degree of precision can be obtained, confusion happens mainly for makams using (almost) the same scale and pitch hierarchy but differ in overall melodic progression, seyir. To further improve the system, first n-gram based classification is tested for various sections of the piece to take into account a feature of the seyir that melodic progression starts in a certain region of the scale. In a second test, a hierarchical classification structure is designed which uses n-grams and seyir features in different levels to further improve the system.
• dc.description.sponsorship This work was funded in part by the European Research Council under the European Union’s Seventh Framework Programme (FP7/2007-2013) / ERC grant agreement 267583 (CompMusic) and in part by TÜBİTAK ARDEB grant no:3501-109E196. All staff notation representations used in this paper is taken from Mus2okur software, a digital encyclopedia for Turkish music (http://www.musiki.org/).
• dc.format.mimetype application/pdfca
• dc.identifier.citation Ünal E, Bozkurt B, Karaosmanoğlu MK. Incorporating features of distribution and progression for automatic Makam classification. In: Serra X, Rao P, Murthy H, Bozkurt B, editors. Proceedings of the 2nd CompMusic Workshop; 2012 Jul 12-13; Istanbul, Turkey. Barcelona: Universitat Pompeu Fabra; 2012. p. 43-47.ca
• dc.identifier.uri http://hdl.handle.net/10230/20492
• dc.language.iso engca
• dc.publisher Universitat Pompeu Fabraca
• dc.relation.ispartof Serra X, Rao P, Murthy H, Bozkurt B, editors. Proceedings of the 2nd CompMusic Workshop; 2012 Jul 12-13; Istanbul, Turkey. Barcelona: Universitat Pompeu Fabra; 2012.
• dc.relation.projectID info:eu-repo/grantAgreement/EC/FP7/267583
• dc.rights © 2012 E. Unal et al. This is an open-access article distributed/nunder the terms of the Creative Commons Attribution License/n3.0 Unported, which permits unrestricted use, distribution, and reproduction/nin any medium, provided the original author and source are/ncredited.ca
• dc.rights.accessRights info:eu-repo/semantics/openAccessca
• dc.rights.uri http://creativecommons.org/licenses/by/3.0/
• dc.subject.other Música -- Turquia
• dc.subject.other Música -- Classificació
• dc.subject.other Classificació automàtica
• dc.title Incorporating features of distribution and progression for automatic Makam classificationca
• dc.type info:eu-repo/semantics/conferenceObjectca
• dc.type.version info:eu-repo/semantics/publishedVersionca