Computational music analysis: from audio transcription to structural and stylistic analyses, everything is tightly intertwined

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dc.contributor.author Lartillot, Olivier
dc.date.accessioned 2012-03-20T06:37:53Z
dc.date.available 2012-03-20T06:37:53Z
dc.date.issued 2012
dc.identifier.uri http://hdl.handle.net/123456789/37615
dc.description.abstract The aim of this research is to conceive a comprehensive computational model for automated music analysis where a large range of analytical and cognitive rules are combined and the interdependencies observed. Besides the purely scientific interest of a cognitive modeling, this should facilitate the development of tools for computer-aided musicology and interfaces for augmented music listening and discovery. On the structural level, beyond a strict vision based on hierarchical segmentation, a concept of prolongational syntagmatic network is introduced, characterized by general rules and culture-dependent modal specifications. This model explains the syntagmatic role of ornamentation and allows automated motivic analysis that takes into account melodic transformations. This also models the emergence of metrical and complex structures, freeing the structural analysis from strong hierarchies and forced schemas. The analysis of audio content is integrated in the framework, allowing the study of timbre, performance, improvisation and electro-acoustic music. The whole analysis is carried out in parallel to the progressive transcription, which can be guided by these higher-level musical expectations. The framework is applied to the analysis of free guitar improvisation by Teemu Viinikainen that we recorded, and traditional maqam improvisations. fi
dc.language.iso eng
dc.subject.other automated music analysis en
dc.subject.other computer-aided musicology en
dc.subject.other cognitive modeling en
dc.title Computational music analysis: from audio transcription to structural and stylistic analyses, everything is tightly intertwined fi
dc.type Article en
dc.identifier.urn URN:NBN:fi:jyu-201203201459
dc.contributor.laitos Musiikin laitos fi
dc.contributor.laitos Department of Music en
dc.type.uri http://purl.org/eprint/type/ConferencePaper
dc.contributor.publisher Jyväskylän yliopisto, Musiikin laitos
dc.identifier.conference Monititeteinen musiikintutkimus. Suomen Musiikintutkijoiden 16. Symposium - The 16th Annual Symposium for Music Scholars in Finland Jyväskylä 21.-23.3.2012

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