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PRAIg '16 / +pics

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AERFAI Summer School on Deep Learning

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Alicante July 5-6, 2017

10th international workshop on Machine Learning and Music

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Barcelona: 16th October 2017

Publications:

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  1. Ponce de León, P.J.; Rizo, D.; Ramirez, R.; Iñesta, J.M.
    "Melody Characterization by a Genetic Fuzzy System"
    Proceedings of the 5th Sound and Music Computing Conference , ISBN: 978-3-7983-2094-9, pp. 15-23 (2008)
    : bibtex : pdf
    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. Some results are presented and discussed.

@inproceedings {
 author = "Ponce de León, P.J.; Rizo, D.; Ramirez, R.; Iñesta, J.M.",
 title  = "Melody Characterization by a Genetic Fuzzy System",
 booktitle = "Proceedings of the 5th Sound and Music Computing Conference ",
 editor = "Martin Supper and Stefan Weinzierl",
 isbn = "978-3-7983-2094-9",
 month = "July",
 pages = "15-23",
 publisher = "Universitätsverlag der TU Berlin",
 year = "2008"
}
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