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Table 1 Evaluation results for the tested methods using the balanced drums and accompaniment mixture as input.

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

Method Metric BD SD HH Total
HMM (%) 84.7 65.3 84.9 80.0
  (%) 77.4 44.9 78.5 68.0
  (%) 80.9 53.2 81.6 73.5
HMM + MLLR (%) 80.2 66.3 84.7 79.0
  (%) 81.5 45.3 82.6 70.9
  (%) 80.8 53.9 83.6 74.7
HMM comb (%) 54.9 38.8 73.0 55.0
  (%) 66.4 47.0 58.7 57.4
  (%) 60.1 42.5 65.1 56.1
  (%) 69.9 57.0 58.2 62.0
NMF-PSA [11] (%) 57.9 16.7 53.5 43.6
  (%) 63.4 25.9 55.8 51.2
  (%) 80.9 65.9 47.1 54.3
SVM [6] (%) 38.4 14.2 69.5 43.8
  (%) 51.1 23.4 56.1 48.5