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For an up-to-date list of publications from the Music Technology Group see the
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An Approach to Expressive Music Performance Modeling
| Title | An Approach to Expressive Music Performance Modeling |
| Publication Type | Conference Paper |
| Year of Publication | 2005 |
| Conference Name | 118th Audio Engineering Society Convention |
| Authors | Ramirez, R. , & Hazan A. |
| Abstract | We describe an approach for generating expressive music performances of monophonic Jazz melodies. The system consists of a melodic transcription component which extracts a set of acoustic features from monophonic recordings, a machine learning component which induce an expressive transformation model from the extracted acoustic features, and a melody synthesis component which generates expressive monophonic output from inexpressive melody descriptions using the induced expressive transformation model. This paper extends previous work by introducing an intra-note feature prediction model in the machine learning component. |
