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Table 4 Results of misclassification for various network models using FMA dataset

From: Comparative study of singing voice detection based on deep neural networks and ensemble learning

 

Misclassify vocal as non-vocal

Misclassify non-vocal as vocal

MCNN

463.4

211.4

SCNN

238.6

249.4

SLSTM

304.8

347.8

CLSTM

361.4

227.9

Capsule net

579.3

462.3