Research Article
Forensic Speaker Comparison Using Evidence Interval in Full Bayesian Significance Test
Table 1
Occurrence of the scenarios described in Figure
4 for interval inference methods.
| | Percent of occurrences (%) | Scenario | SNR (dB) | Gosset | Morrison | FBST | Punctual |
| (a) Correct classification | 12 | 84.4 | 84.3 | 84.0 | 85.6 | 15 | 88.6 | 88.6 | 88.4 | 89.6 | 17 | 91.0 | 91.0 | 90.7 | 91.7 | 20 | 93.7 | 93.7 | 93.5 | 94.2 | 23 | 95.4 | 95.5 | 95.3 | 95.9 | 25 | 96.4 | 96.4 | 96.3 | 96.8 |
| (b) Middle interval | 12 | 2.4 | 2.6 | 3.2 | | 15 | 1.8 | 1.9 | 2.3 | | 17 | 1.5 | 1.5 | 1.9 | | 20 | 1.0 | 1.0 | 1.4 | | 23 | 0.9 | 0.9 | 1.2 | | 25 | 0.7 | 0.7 | 0.9 | |
| (c) Miss classification | 12 | 13.2 | 13.1 | 12.8 | 14.4 | 15 | 9.6 | 9.5 | 9.3 | 10.4 | 17 | 7.5 | 7.5 | 7.4 | 8.3 | 20 | 5.3 | 5.3 | 5.1 | 5.8 | 23 | 3.7 | 3.6 | 3.5 | 4.1 | 25 | 2.9 | 2.9 | 2.8 | 3.2 | Average interval length (Np) | 0.074 | 0.080 | 0.092 | | |
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