Research Article
Pattern Recognition Methods and Features Selection for Speech Emotion Recognition System
Table 3
Performance results of classifiers for LSP features.
| | LSP | ANN | k-NN | GMM |
| | Neutral state | 3466
13.4% | 1814
7.0% | 66.1% | 3409
13.2% | 3369
13.0% | 50.3% | 5778
17.2% | 5452
16.2% | 51.5% |
| | Stress | 5794
22.4% | 14820
57.2% | 71.7% | 5851
22.6% | 13265
51.2% | 69.4% | 3482
10.4% | 18818
56.2% | 84.4% |
| | | 37.4% | 89.1% | 70.6% | 36.8% | 79.7% | 64.4% | 62.4% | 77.6% | 73.4% | | | Neutral state | Stress | | Neutral state | Stress | | Neutral state | Stress | |
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