PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Ensemble of state-of-the-art methods for polyphonic music comparison
David Rizo, Kjell Lemström and José Iñesta
In: Workshop on Exploring Musical Information Spaces, WEMIS 2009, 01-02 Oct 2009, Corfu, Greece.

Abstract

Content-based music comparison is a task where no musical similarity measure can perform well in all possible cases. In this paper we will show that a careful combination of different similarity measures in an ensemble measure, will behave more robust than any of the included individual measures when applied as stand-alone measures. For the experiments we have used five state-of-the-art polyphonic similarity measures and three different corpora of polyphonic music.

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EPrint Type:Conference or Workshop Item (Paper)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Information Retrieval & Textual Information Access
ID Code:5795
Deposited By:José Iñesta
Deposited On:08 March 2010