Computational models of music perception and cognition II: domain-specific music processing

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• dc.contributor.author Purwins, Hendrikca
• dc.contributor.author Grachten, Maartenca
• dc.contributor.author Herrera Boyer, Perfecto, 1964-ca
• dc.contributor.author Hazan, Amauryca
• dc.contributor.author Marxer Piñón, Ricardca
• dc.contributor.author Serra, Xavierca
• dc.date.accessioned 2018-03-29T08:30:03Z
• dc.date.available 2018-03-29T08:30:03Z
• dc.date.issued 2008
• dc.description.abstract In Part I [Purwins H, Herrera P, Grachten M, Hazan A, Marxer R, Serra X. Computational models of music perception and cognition I: The perceptual and cognitive processing chain. Physics of Life Reviews 2008, in press, doi:10.1016/j.plrev.2008.03.004], we addressed the study of cognitive processes that underlie auditory perception of music, and their neural correlates. The aim of the present paper is to summarize empirical findings from music cognition research that are relevant to three prominent music theoretic domains: rhythm, melody, and tonality. Attention is paid to how cognitive processes like category formation, stimulus grouping, and expectation can account for the music theoretic key concepts in these domains, such as beat, meter, voice, consonance. We give an overview of computational models that have been proposed in the literature for a variety of music processing tasks related to rhythm, melody, and tonality. Although the present state-of-the-art in computational modeling of music cognition definitely provides valuable resources for testing specific hypotheses and theories, we observe the need for models that integrate the various aspects of music perception and cognition into a single framework. Such models should be able to account for aspects that until now have only rarely been addressed in computational models of music cognition, like the active nature of perception and the development of cognitive capacities from infancy to adulthood.
• dc.description.sponsorship This work is funded by EU Open FET IST-FP6-013123 (EmCAP) and the Spanish TIC project ProSeMus (TIN2006-14932-C02- 01). The first author also received support from a Juan de la Cierva scholarship from the Spanish Ministry of Education and Science. The second author is funded by the Austrian National Science Fund, FWF (project: P19349-N15).
• dc.format.mimetype application/pdf
• dc.identifier.citation Purwins H, Grachten M, Herrera P, Hazan A, Marxer R, Serra X. Computational models of music perception and cognition II: domain-specific music processing. Physics of Life Reviews. 2008;5(3):169-82. DOI: 10.1016/j.plrev.2008.03.005
• dc.identifier.doi http://dx.doi.org/10.1016/j.plrev.2008.03.005
• dc.identifier.issn 1571-0645
• dc.identifier.uri http://hdl.handle.net/10230/34276
• dc.language.iso eng
• dc.publisher Elsevierca
• dc.relation.ispartof Physics of Life Reviews. 2008;5(3):169-82.
• dc.relation.projectID info:eu-repo/grantAgreement/EC/FP6/013123
• dc.relation.projectID info:eu-repo/grantAgreement/ES/2PN/TIN2006-14932-C02-01
• dc.rights © Elsevier http://dx.doi.org/10.1016/j.plrev.2008.03.005
• dc.rights.accessRights info:eu-repo/semantics/openAccess
• dc.subject.keyword Music cognition
• dc.subject.keyword Auditory system
• dc.subject.keyword Music perception
• dc.subject.keyword Musical expectancy
• dc.title Computational models of music perception and cognition II: domain-specific music processingca
• dc.type info:eu-repo/semantics/article
• dc.type.version info:eu-repo/semantics/submittedVersion