An approach to predicting bowing control parameter contours in violin performance
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- dc.contributor.author Maestre Gómez, Estebanca
- dc.contributor.author Ramírez, Rafael,1966-ca
- dc.date.accessioned 2011-07-12T07:03:31Z
- dc.date.available 2011-07-12T07:03:31Z
- dc.date.issued 2009ca
- dc.description.abstract We present a machine learning approach to modeling bowing control parameter/ncontours in violin performance. Using accurate sensing techniques/nwe obtain relevant timbre-related bowing control parameters such as bow/ntransversal velocity, bow pressing force, and bow-bridge distance of each/nperformed note. Each performed note is represented by a curve parameter/nvector and a number of note classes are defined. The principal components/nof the data represented by the set of curve parameter vectors are obtained/nfor each class. Once curve parameter vectors are expressed in the new space/ndefined by the principal components, we train a model based on inductive/nlogic programming, able to predict curve parameter vectors used for rendering/nbowing controls. We evaluate the prediction results and show the potential/nof the model by predicting bowing control parameter contours from an/nannotated input score.
- dc.format.mimetype application/pdfca
- dc.identifier.citation Maestre E, Ramírez R. An approach to predicting bowing control parameter contours in violin performance. Intelligent Data Analysis. 2010; 14(5): 587-599. DOI 10.3233/IDA-2010-0441
- dc.identifier.doi http://dx.doi.org/10.3233/IDA-2010-0441
- dc.identifier.issn 1088-467X
- dc.identifier.uri http://hdl.handle.net/10230/12399
- dc.language.iso engca
- dc.publisher IOS Pressca
- dc.relation.ispartof Intelligent Data Anaylisis. 2010; 14(5): 587-599
- dc.relation.projectID info:eu-repo/grantAgreement/EC/FP7/215749
- dc.rights © 2010 – IOS Press, Esteban Maestre Gómez and Rafael Ramírez
- dc.rights.accessRights info:eu-repo/semantics/openAccess
- dc.subject.other Violí, Música per a
- dc.subject.other So -- Tractament per ordinador
- dc.title An approach to predicting bowing control parameter contours in violin performanceca
- dc.type info:eu-repo/semantics/articleca
- dc.type.version info:eu-repo/semantics/acceptedVersion