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Melody Characterization by a Genetic Fuzzy System
| Title | Melody Characterization by a Genetic Fuzzy System |
| Publication Type | Conference Paper |
| Year of Publication | 2008 |
| Conference Name | Sound and Music Computing Conference |
| Authors | Ponce León, P. , Rizo D. , Ramirez R. , & Iñesta J. M. |
| Abstract | We present preliminary work on automatic human-readable melody characterization. In order to obtain such a characterization, we (1) extract a set of statistical descriptors from the tracks in a dataset of MIDI files, (2) apply a rule induction algorithm to obtain a set of (crisp) classification rules for melody track identification, and (3) automatically transform the crisp rules into fuzzy rules by applying a genetic algorithm to generate the membership functions for the rule attributes. |
| preprint/postprint document | http://mtg.upf.edu/files/publications/smc-fuzzy-08.pdf |
