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Melody Retrieval using the Implication/Realization Model

AutorGrachten, Maarten; Arcos Rosell, Josep Lluís ; López de Mántaras, Ramón
Palabras claveArtificial Intelligence
Melody Retrieval
Symbolic Melodic Similarity
Implication/Realization Model
Edit Distance
MIREX
Fecha de publicación2005
CitaciónMIREX-ISMIR 2005: 6th International Conference on Music Information retrieval, London 2005
ResumenWe present a method for melody retrieval using the Implication/ Realization (I/R) model, a model of melodic structure. As a preprocessing step to retrieval, all melodies to be compared are analysed using our I/R parser. The similarity ranking of melodies from data base melodies with respect to the query is determined by computing the edit distance between the I/R analysis of the query and those of the data base melodies. The parameters in the distance measure were optimized by a genetic algorithm, evaluating on melodic similarity ground truth. In the MIREX ’05 contest for symbolic melodic similarity, our method was compared to various other methods using the RISM A/II database, and performed best. The results of the contest are presented and discussed at the end of the paper.
Descripción1st Prize in the MIREX Symbolic Melodic Similarity Contest. To appear in on-line proceedings: http://www.music-ir.org/evaluation/mirex-results/sym-melody/index.html
URIhttp://hdl.handle.net/10261/3222
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