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PRAIg '16 / +pics

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9th international workshop on Machine Learning and Music

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Riva del Garda (Italy): 19th - 23rd September 2016

Publications:

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  1. Bernabeu, J. F.; Calera-Rubio, J.; Iñesta, J. M.; Rizo, D.
    "Query Parsing Using Probabilistic Tree Grammars"
    5th workshop on Music and Machine Learning, MML 2012, Edinburgh (2012)
    : bibtex : pdf
    Abstract:

    The tree representation, using rhythm for defining the tree structure and pitch infor- mation for node labeling has proven to be ef- fective in melodic similarity computation. In this paper we propose a solution representing melodies by tree grammars. For that, we in- fer a probabilistic context-free grammars for the melodies in a database, using their tree coding (with duration and pitch) and classify queries represented as a string of pitches. We aim to assess their ability to identify a noisy snippet query among a set of songs stored in symbolic format.

@techreport {
 author = "Bernabeu, J. F.; Calera-Rubio, J.; Iñesta, J. M.; Rizo, D. ",
 title  = "Query Parsing Using Probabilistic Tree Grammars",
 address = "Edinburgh",
 booktitle = "5th workshop on Music and Machine Learning, MML 2012",
 month = "june",
 organization = "5th workshop on Music and Machine Learning, MML 2012",
 year = "2012"
}
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