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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