Table 3. Normal distribution analysis (mean±std) of the combined mel-frequency cepstral coefficients (MFCCs) using the deep breathing dataset.
Category | Normal distribution analysis | |||
---|---|---|---|---|
Combined MFCC values | Kurtosis | Skewness | ||
COVID-19 | Asymp. | -0.05±0.69 | 2.61±2.12 | -0.17±0.97 |
Mild | -0.15±0.63 | 6.63±6.51 | 0.91±4.95 | |
Moderate | 0.04±0.58 | 2.54±1.12 | -0.15±0.96 | |
Overall | -0.12±0.64 | 5.82±5.99 | 0.65±4.35 | |
Healthy | 0.12±0.60 | 3.23±6.06 | -0.36±1.08 | |
p-value | <0.001 | 0.941 | 0.014 |