Browsing Congressos (Departament de Tecnologies de la Informació i les Comunicacions) by Subject "Expressive music performance"

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Computational modelling of expressive music performance in hexaphonic guitar

Siquier, Marc; Giraldo, Sergio; Ramírez, Rafael,1966- (Machine Learning and Music (MML), 2017)

Computational modelling of expressive music performance has been widely studied in the past. While previous work in this area has been mainly focused on classical piano music, there has been very little work on guitar ...
Phrase-level modeling of expression in violin performances

Ortega, Fabio J. M.; Giraldo, Sergio; Ramírez, Rafael,1966- (Machine Learning and Music (MML), 2017)

A model is proposed for predicting expressive variations in dynamics for violin performances with the purpose of facilitating expressive performance learning by students. The model uses phrases rather than single notes as ...
Predicting dynamics in violin pieces with features from melodic motifs

Muneratti Ortega, Fábio Jose; Pérez Carrillo, Alfonso Antonio, 1977-; Ramírez, Rafael,1966- (Springer, 2019)

We present a machine–learning model for predicting the performance dynamics in melodic motifs from classical pieces based on musically–meaningful features calculated from score–like symbolic representation. This model is ...

Now showing items 1-3 of 3

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