An approach to predicting bowing control parameter contours in violin performance

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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
http://hdl.handle.net/10230/12399
To cite or link this document: http://hdl.handle.net/10230/12399
dc.contributor.author Maestre Gómez, Esteban
dc.contributor.author Ramírez, Rafael
dc.date.accessioned 2011-07-12T07:03:31Z
dc.date.available 2011-07-12T07:03:31Z
dc.date.issued 2009
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.issn 1088-467X
dc.identifier.uri http://hdl.handle.net/10230/12399
dc.description.abstract We present a machine learning approach to modeling bowing control parameter contours in violin performance. Using accurate sensing techniques we obtain relevant timbre-related bowing control parameters such as bow transversal velocity, bow pressing force, and bow-bridge distance of each performed note. Each performed note is represented by a curve parameter vector and a number of note classes are defined. The principal components of the data represented by the set of curve parameter vectors are obtained for each class. Once curve parameter vectors are expressed in the new space defined by the principal components, we train a model based on inductive logic programming, able to predict curve parameter vectors used for rendering bowing controls. We evaluate the prediction results and show the potential of the model by predicting bowing control parameter contours from an annotated input score.
dc.language.iso eng
dc.publisher IOS Press
dc.relation.ispartof Intelligent Data Anaylisis. 2010; 14(5): 587-599
dc.rights © 2010 – IOS Press, Esteban Maestre Gómez and Rafael Ramírez
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 performance
dc.type info:eu-repo/semantics/article
dc.identifier.doi http://dx.doi.org/10.3233/IDA-2010-0441
dc.relation.projectID info:eu-repo/grantAgreement/EC/FP7/215749
dc.rights.accessRights info:eu-repo/semantics/openAccess
dc.type.version info:eu-repo/semantics/acceptedVersion


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