Classifying Music Based on Frequency Content and Audio Data

The training data contained 20 songs of each genre, for a total of 60 songs and the testing set contained 10 songs of each genre. The number of epoch for each test was 1000. The classes were encoded with 1-in-3 encoding with pop music being classified as [1 0 0], classic rock being classified as [0 1 0] and classical music as [0 0 1]. ................
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