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