Discovering Expressive Transformation Rules from Saxophone Jazz Performances
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- dc.contributor.author Ramírez, Rafael,1966-ca
- dc.contributor.author Hazan, Amauryca
- dc.contributor.author Gómez Gutiérrez, Emilia, 1975-ca
- dc.contributor.author Maestre Gómez, Estebanca
- dc.contributor.author Serra, Xavierca
- dc.date.accessioned 2018-05-16T08:54:33Z
- dc.date.available 2018-05-16T08:54:33Z
- dc.date.issued 2005
- dc.description.abstract If-then rules are one of the most expressive and intuitive knowledge representations and their application to represent musical knowledge raises particularly interesting questions. In this paper, we describe an approach to learning expressive performance rules from monophonic recordings of jazz standards by a skilled saxophonist. We have first developed a melodic transcription system which extracts a set of acoustic features from the recordings producing a melodic representation of the expressive performance played by the musician. We apply machine learning techniques, namely inductive logic programming, to this representation in order to induce first order logic rules of expressive music performance.
- dc.description.sponsorship This work is supported by the Spanish TIC project ProMusic (TIC 2003-07776-C02-01).
- dc.format.mimetype application/pdf
- dc.identifier.citation Ramirez R, Hazan A, Gómez E, Maestre E, Serra X. Discovering Expressive Transformation Rules from Saxophone Jazz Performances. Journal of New Music Research. 2005;34(4):319-30. DOI: 10.1080/09298210600578097
- dc.identifier.doi http://dx.doi.org/10.1080/09298210600578097
- dc.identifier.issn 0929-8215
- dc.identifier.uri http://hdl.handle.net/10230/34642
- dc.language.iso eng
- dc.publisher Taylor & Francis (Routledge)ca
- dc.relation.ispartof Journal of New Music Research. 2005;34(4):319-30.
- dc.rights © This is an Accepted Manuscript of an article published by Taylor & Francis in Journal of New Music Research on 2005, available online: http://dx.doi.org/10.1080/09298210600578097
- dc.rights.accessRights info:eu-repo/semantics/openAccess
- dc.title Discovering Expressive Transformation Rules from Saxophone Jazz Performancesca
- dc.type info:eu-repo/semantics/article
- dc.type.version info:eu-repo/semantics/acceptedVersion