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ISMIR
2004
Springer

Dance music classification: A tempo-based approach

11 years 7 months ago
Dance music classification: A tempo-based approach
Recent research has studied the relevance of various features for automatic genre classification, showing the particular importance of tempo in dance music classification. We complement this work by considering a domainspecific learning methodology,where the computed tempo is used to select an expert classifier which has been specialised on its own tempo range. This enables the all-class learning task to be reduced to a set of two- and three-class learning tasks. Current results are around 70% classification accuracy (8 ballroom dance music classes, 698 instances, baseline 15.9%).
Fabien Gouyon, Simon Dixon
Added 02 Jul 2010
Updated 02 Jul 2010
Type Conference
Year 2004
Where ISMIR
Authors Fabien Gouyon, Simon Dixon
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