Table 6 Detection performance of deep feature
From: Shallow and deep feature fusion for digital audio tampering detection
Deep feature | Classical dataset | GAUDI-DI dataset | ||
|---|---|---|---|---|
Accuracy (%) | F1-score (%) | Accuracy (%) | F1-score (%) | |
Frequency deep features | 94.06 | 94.32 | 84.46 | 81.12 |
Phase deep features | 86.14 | 85.21 | 78.88 | 75.28 |
Deep features fusion | 95.05 | 95.36 | 86.96 | 83.19 |