Characterizing and Classifying Music Subgenres
Proceedings of the XXth Conference of Open Innovations Association FRUCT(2018)
摘要
We consider the problem of subgenre classification in music datasets. We propose an adaptation of association analysis, a technique to explore the inherent relationships among data objects in a problem domain, to capture subgenres’ char- acteristics through acoustical features. We further propose to use those characteristics to engage in a pairwise comparison among subgenres when classifying a new music piece. The initial investigation on our approach is examined through empirical experiments on a number of music datasets. The results are presented and discussed, with various related issues addressed.
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关键词
Information Retrieval in Music,Music Information Retrieval,Subgenre classification,Genre classification,Pairwise classification
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