TABLE I. details of the Five Experimental Datasets Used in the Simulation.
| Name of Dataset | Categories | Number of speech samples in each class |
|---|---|---|
| Dataset-1 [9] | Breathing-deep | 50 N + 47 P |
| Breathing-shallow | 49 N + 47 P | |
| Cough-heavy | 50 N + 47 P | |
| Cough-shallow | 50 N + 47 P | |
| Counting-Fast | 17 N + 42 P | |
| Counting-Normal | 17 N + 42 P | |
| Vowel-/o/ | 50 N + 47 P | |
| Vowel-/e/ | 50 N + 47 P | |
| Vowel-/a/ | 50 N + 47 P | |
| Dataset-2 [10] | Breathing | 64 N + 46P + 167 AP |
| Cough | 200 N +47 P + 112 AP | |
| Dataset-3 [26] | Cough | 73 N + 48 P |
| Dataset-4 [11] | Spoken Sentence | 237 N + 465 P |
| Dataset-5 [7] | Cough | 1155 N + 1155 P |
* The classes are named as COVID-19 Positive (P), COVID-19 Negative or healthy (N), and Asthma Positive (AP)