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Table 3 Effect of feature transformation on overall -measure (%) of detector HMMs without acoustic model adaptation.

From: Drum Sound Detection in Polyphonic Music with Hidden Markov Models

 

none

PCA 90%

LDA

Plain drums

63.6

66.0

79.1

Balanced mix

59.6

60.9

73.5