Ternary Chronic Classification on ICBHI 2017 (train-val)
100SpecificityLightweight CNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Lightweight CNNProcessing=Hybrid Scalogram (Proposed)2020.09 | 100 | 99 | 99 | 99.5 | |
| CNNProcessing=Mel-spectrogram- VAE [42]2020.09 | 99 | 99 | 98.5 | 98.8 | |
| CNN-MaEProcessing=Gammatone Spectrogram [40], [41]2020.09 | 86 | — | 96 | 91 | |
| LSTMProcessing=MFCC [38]2020.09 | 82 | 98 | 98 | 90 | |
| CNNProcessing=MFCC [38]2020.09 | 76 | 82 | 89 | 83 | |
| EnsembleProcessing=Gammatone Spectrogram [40], [41]2020.09 | 71 | — | 95 | 83 | |
| C-RNNProcessing=Gammatone Spectrogram [40], [41]2020.09 | 57 | — | 94 | 76 |