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Table 2 Evaluation results for the tested methods using signals without any accompaniment as input.

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

Method Metric BD SD HH Total
HMM (%) 95.7 68.7 82.7 82.5
  (%) 88.1 57.7 80.9 75.9
  (%) 91.8 62.7 81.8 79.1
HMM + MLLR (%) 94.1 75.0 83.8 84.8
  (%) 92.1 56.7 84.9 78.4
  (%) 93.1 64.6 84.4 81.5
HMM comb (%) 71.5 41.3 63.8 57.5
  (%) 74.2 54.3 55.3 60.4
  (%) 72.8 46.9 59.3 58.9
  (%) 85.0 75.6 57.1 68.5
NMF-PSA [11] (%) 80.1 38.1 67.7 62.2
  (%) 82.5 50.7 61.9 65.2
  (%) 95.4 62.9 61.1 68.2
SVM [6] (%) 54.0 37.9 72.3 56.6
  (%) 69.0 47.3 66.2 61.9