Research Article
Automatic Gender Detection Based on Characteristics of Vocal Folds for Mobile Healthcare System
Table 6
Results of gender detection for existing and proposed systems with clean speech.
| Performance measures | Existing system | Proposed system | 4 Gaussians | 8 Gaussians | 16 Gaussians |
| TP (%) | 99.13 | 99.71 | 99.71 | 100.00 | TN (%) | 91.66 | 91.66 | 95.11 | 96.55 | FP (%) | 8.33 | 8.33 | 4.89 | 3.45 | FN (%) | 0.86 | 0.29 | 0.29 | 0.00 | SE | 0.99 | 1.00 | 1.00 | 1.00 | SP | 0.92 | 0.92 | 0.95 | 0.97 | ACC (%) | 95.4 | 95.68 | 97.41 | 98.27 | AUC | 0.9510 | 0.9734 | 0.9795 | 0.9845 |
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