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Statistical modeling of violin bowing parameter contours

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dc.contributor.author Maestre Gómez, Esteban
dc.contributor.other Universitat Pompeu Fabra
dc.date.accessioned 2014-01-27T09:29:41Z
dc.date.available 2014-01-27T09:29:41Z
dc.date.issued 2009
dc.identifier.citation Maestre E. Data-Driven Stastical modeling of violin bowing gesture parameter contours. In: Proceedings of the International Computer Music Conference; 2009; Montreal. p. 243-250.
dc.identifier.uri http://hdl.handle.net/10230/21822
dc.description.abstract We present a framework for modeling right-hand gestures in bowed-string instrument playing, applied to violin. Nearly non-intrusive sensing techniques allow for accurate acquisition of relevant timbre-related bowing gesture parameter cues. We model the temporal contour of bow transversal velocity, bow pressing force, and bow-bridge distance as sequences of short segments, in particular B´ezier cubic curve segments. Considering different articulations, dynamics, and/ncontexts, a number of note classes is defined. Gesture parameter contours of a performance database are analyzed at note-level by following a predefined grammar that dictates/ncharacteristics of curve segment sequences for each of the classes into consideration. Based on dynamic programming, gesture parameter contour analysis provides an optimal curve parameter vector for each note. The information/npresent in such parameter vector is enough for reconstructing original gesture parameter contours with significant fidelity. From the resulting representation vectors, we/nconstruct a statistical model based on Gaussian mixtures, suitable for both analysis and synthesis of bowing gesture parameter contours. We show the potential of the model/nby synthesizing bowing gesture parameter contours from an annotated input score. Finally, we point out promising applications/nand developments.
dc.format.extent 8 p.
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher International Computer Music Association
dc.relation.ispartof Proceedings of the International Computer Music Conference; 2009; Montreal. p. 243-250.
dc.rights This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/3.0/
dc.subject.other Violí, Música per a
dc.subject.other So -- Tractament per ordinador
dc.title Statistical modeling of violin bowing parameter contours
dc.type info:eu-repo/semantics/conferenceObject
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/publishedVersion


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