2005:Audio Genre Classification Results

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Goal: To classify polyphonic music audio (in PCM format) into genre categories.

Dataset: Two sets of data were used: Magnatune and USPOP. The Magnatune dataset has a hierarchical genre taxonomy, while the USPOP categories are at a single level. The audio sampling rates used were either 44.1 KHz or 22.05 KHz (mono). More data information is in the following table:

Dataset Size (@ 44.1 KHz) Number of Training Files Number of Testing Files
Magnatune 34.3 GB 1005 510
USPOP 28.4 GB 940 474
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