Research Article
BPN Based Likelihood Ratio Score Fusion for Audio-Visual Speaker Identification in Response to Noise
Table 11
Performance Comparison of Various Combination of Facial Features with Audio Feature for Proposed BPN Approach.
| SNRs | Type | Appearance and ΔMFCC based feature with BPN approach (in %) | Shape and ΔMFCC based feature with BPN approach (in %) | Appearance, shape and ΔMFCC based feature with BPN approach (in %) |
| 0 dB | 21.67 | 26.67 | 33.33 | 5 dB | 29.33 | 40.25 | 43.67 | 10 dB | 45.33 | 56.25 | 59.67 | 15 dB | 73.25 | 79.00 | 83.25 | 20 dB | 84.67 | 90.67 | 92.33 | 25 dB | 90.00 | 93.00 | 96.00 | 30 dB | 95.00 | 96.33 | 98.67 |
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