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Melody Retrieval using the Implication/Realization Model

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dc.creator Grachten, Maarten
dc.creator Arcos, Josep Ll.
dc.creator Lopez de Mantaras, Ramon
dc.date 2008-03-13T14:20:16Z
dc.date 2008-03-13T14:20:16Z
dc.date 2005
dc.date.accessioned 2017-01-31T01:00:44Z
dc.date.available 2017-01-31T01:00:44Z
dc.identifier MIREX-ISMIR 2005: 6th International Conference on Music Information retrieval, London 2005
dc.identifier http://hdl.handle.net/10261/3222
dc.identifier.uri http://dspace.mediu.edu.my:8181/xmlui/handle/10261/3222
dc.description 1st 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
dc.description We 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.
dc.description This research has been partially supported by the Spanish Ministry of Science and Technology under the project TIC 2003-07776-C2-02 “CBR-ProMusic: Content-based Music Processing using CBR” and EU-FEDER funds.
dc.description Peer reviewed
dc.format 77480 bytes
dc.format application/pdf
dc.language eng
dc.rights openAccess
dc.subject Artificial Intelligence
dc.subject Melody Retrieval
dc.subject Symbolic Melodic Similarity
dc.subject Implication/Realization Model
dc.subject Edit Distance
dc.subject MIREX
dc.title Melody Retrieval using the Implication/Realization Model
dc.type Comunicación de congreso


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