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Results from the multi-branch DL fusion model with small public Bonn University database.
| Method | Extracted Feature | ACC | SE | SP |
|---|---|---|---|---|
| DNN | 70 various features | 82.50% | 84.21% | 80.95% |
| Bi-LSTM-AM | 70 various features × 4 segments | 85.00% | 89.47% | 80.95% |
| 1D-CNN | Automatic | 90.00% | 94.74% | 85.71% |
| Proposed | 70 various features × 4 segments + Automatic |
92.07% | 91.13% | 92.96% |
