TitleMelody retrieval using the Implication/Realization Model
Publication TypeConference Paper
Year of Publication2005
AuthorsGrachten M, Arcos JLluis, de Mántaras RLópez
Conference Name6th Inter. Conf. On Music information retrieval. ISMIR 2005. ( First prize of the MIREX Symbolic Melodic Similarity Contest).
Abstract

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 MIREX05 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.