Table 6. Cross-correlation between sampled synthetic and real audio segments for each class.
Class | MLP-VAE | CNN-VAE | Conditional VAE |
---|---|---|---|
Bronchiectasis | 0.1 ± 0.13 | 0.40 ± 0.15 | 0.46 ± 0.20 |
Bronchiolitis | 0.34 ± 0.18 | 0.52 ± 0.12 | 0.57 ± 0.13 |
Healthy | 0.01 ± 0.16 | 0.54 ± 0.15 | 0.52 ± 0.13 |
LRTI | 0.79 ± 0.18 | 0.46 ± 0.15 | 0.50 ± 0.17 |
Pneumonia | 0.32 ± 0.17 | 0.55 ± 0.14 | 0.56 ± 0.13 |
URTI | 0.17 ± 0.15 | 0.59 ± 0.13 | 0.39 ± 0.15 |