Table 6.
Test results were obtained with the proposed CovidCoughNet architecture on the COUGHVID2Cls dataset according to the different n_step values of the pitch shift technique.
Dataset | pitch_shift (n_steps) | Acc (%) | Pre | Rec | F1 | Spe (%) | AUC (%) |
---|---|---|---|---|---|---|---|
COUGHVID2Cls | Raw | 93.97 | 0.93 | 0.89 | 0.91 | 89.43 | 89.43 |
−4 | 96.86 | 0.96 | 0.95 | 0.95 | 95.05 | 95.05 | |
−8 | 95.24 | 0.94 | 0.92 | 0.93 | 92.45 | 92.45 | |
−10 | 95.62 | 0.95 | 0.92 | 0.93 | 91.86 | 91.86 | |
−12 | 93.97 | 0.94 | 0.89 | 0.91 | 88.75 | 88.75 | |
−20 | 89.21 | 0.89 | 0.79 | 0.83 | 79.20 | 79.20 | |
−30 | 83.21 | 0.83 | 0.65 | 0.68 | 65.20 | 65.20 |