Research Article
User Authentication Method via Speaker Recognition and Speech Synthesis Detection
Table 2
Accuracy by the number of hidden layers and the number of neurons.
| # of hidden layers | The number of neurons | Accuracy | 1st layer | 2nd layer | 3rd layer | 4th layer | 5th layer | 6th layer | 7th layer | 8th layer | 9th layer | 10th layer |
| 0 | — | — | — | — | — | — | — | — | — | — | 0.59 | 4 | 256 | 256 | 256 | 256 | — | — | — | — | — | — | 0.66 | 5 | 256 | 256 | 256 | 256 | 128 | — | — | — | — | — | 0.69 | 6 | 256 | 256 | 256 | 256 | 128 | 128 | — | — | — | — | 0.73 | 7 | 256 | 256 | 256 | 256 | 128 | 128 | 128 | — | — | — | 0.75 | 8 | 256 | 256 | 256 | 256 | 128 | 128 | 128 | 128 | — | — | 0.80 | 9 | 256 | 256 | 256 | 256 | 128 | 128 | 128 | 128 | 128 | — | 0.79 | 10 | 256 | 256 | 256 | 256 | 128 | 128 | 128 | 128 | 128 | 128 | 0.79 |
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