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Dance music classification A tempo-based approach
| Title | Dance music classification A tempo-based approach |
| Publication Type | Conference Paper |
| Year of Publication | 2004 |
| Authors | Gouyon, F. , & Dixon S. |
| Abstract | 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 domain-specific 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%). |
| preprint/postprint document | files/publications/paper151-85bb38cdeb58e2d8414fdba7d64c3542.pdf |
