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For an up-to-date list of publications from the Music Technology Group see the
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Modeling expressive music performance in jazz
| Title | Modeling expressive music performance in jazz |
| Publication Type | Conference Paper |
| Year of Publication | 2005 |
| Conference Name | International Florida Artificial Intelligence Research Society Conference |
| Authors | Ramirez, R. , & Hazan A. |
| Abstract |
In this paper we describe a machine learning approach to one of the most challenging aspects of computer music modeling the knowledge applied by a musician when performing a score in order to produce an expressive performance of a piece. We apply machine learning techniques to a set of monophonic recordings of Jazz standards in order to induce both rules and a numeric model for expressive performance.
We implement a tool for automatic expressive performance transformations of Jazz melodies using the induced knowledge. |
| preprint/postprint document | files/publications/FLAIRS05-RamirezHazan.pdf |
