Research Article
BPN Based Likelihood Ratio Score Fusion for Audio-Visual Speaker Identification in Response to Noise
Table 9
Overall Average Speaker Identification Rate (%) for NOIZEUS Speech Corpus.
| Various Noises | Method | MFCC | ΔMFCC | ΔΔMFCC | RCC | LPCC |
| Airport Noise | 45.42 | 48.25 | 34.42 | 35.75 | 42.08 | Babble Noise | 45.00 | 49.25 | 35.42 | 39.25 | 44.67 | Car Noise | 43.75 | 45.25 | 29.17 | 35.83 | 41.00 | Exhibition Hall Noise | 49.42 | 51.42 | 34.25 | 39.17 | 45.75 | Restaurant Noise | 46.83 | 49.67 | 32.58 | 38.75 | 43.09 | Street Noise | 46.00 | 49.09 | 35.42 | 39.25 | 42.42 | Train Noise | 47.08 | 49.92 | 33.92 | 39.25 | 42.67 | Train Station Noise | 49.25 | 47.92 | 34.42 | 39.17 | 44.08 |
| Average Identification Rate (%) | 46.59 | 48.85 | 33.70 | 38.30 | 43.22 |
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