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. 2023 Jun 8;163:107153. doi: 10.1016/j.compbiomed.2023.107153

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