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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.format.mimetype | application/pdf |
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 |