Benvinguts al Repositori Digital de la UPF

An approach to predicting bowing control parameter contours in violin performance

Mostra el registre parcial de l'element

dc.contributor.author Maestre Gómez, Esteban
dc.contributor.author Ramírez, Rafael,1966-
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/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.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


Aquest element apareix en la col·lecció o col·leccions següent(s)

Mostra el registre parcial de l'element