Note:
This bibliographic page is archived and will no longer be updated.
For an up-to-date list of publications from the Music Technology Group see the
Publications list
.
Modeling the influence of performance controls on Violin Timbre
| Title | Modeling the influence of performance controls on Violin Timbre |
| Publication Type | Conference Paper |
| Year of Publication | 2009 |
| Conference Name | Music and Machine Learning workshop at the European Conference on Machine Learning |
| Authors | Pérez, A. , & Bonada J. |
| Conference Start Date | 06/09/2009 |
| Conference Location | Bled slovenija |
| Abstract |
By means of a sensing system we are able to capture bowing
and ¯ngering actions executed by a violinist during real performances. The aim of this research is to model the relation between those actions and the sound produced. We describe the process for training and op- timizing the model by means of neural networks. Given a set of control actions, the model is able to predict the spectral envelopes of the har- monic and noisy components of the sound which are used for sound synthesis. The model is validated by comparing a real recording with the corresponding synthetic sound produced. |
| preprint/postprint document | files/publications/mmlTimbre.pdf |
