Respiratory Sound 4-Class Classification on ICBHI 2017 (60/40)
56.2Overall ScoreRespireNet (CNN+CBA+BRC+FT)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RespireNet (CNN+CBA+BRC+FT)architecture=CNN, augmentation=Concatenation-based augmentation, clipping=Blank region clipping, fine-tuning=device specific2020.10 | 56.2 | 72.3 | 40.1 | |
| RespireNet (CNN+CBA+BRC)architecture=CNN, augmentation=Concatenation-based augmentation, clipping=Blank region clipping2020.10 | 55.7 | 71.8 | 39.6 | |
| RespireNet (CNN base)architecture=CNN2020.10 | 55.2 | 71.4 | 39 | |
| Ma et al. [12]2020.10 | 52.3 | 63.2 | 41.3 | |
| Ma et al. [11]2020.10 | 50.2 | 69.2 | 31.1 | |
| Serbes et al.2020.10 | 49.9 | — | — | |
| Chambres et al.2020.10 | 49.4 | 78.1 | 20.8 | |
| Jakovljevic et al.2020.10 | 39.5 | — | — |