Table 3 Hybrid CNN information.
From: TriSpectraKAN: a novel approach for COPD detection via lung sound analysis
Layer | Output shape | Param # |
|---|---|---|
mfcc input | (20, 259, 1) | 0 |
Chroma input | (12, 259, 1) | 0 |
mspec input | (128, 259, 1) | 0 |
mfccModel | (None, 256) | 144,352 |
cromaModel | (None, 256) | 86,528 |
mSpecModel | (None, 256) | 144,352 |
concatenate | (None, 768) | 0 |
Dense and dropout | (None, 750) | 576,750 |
Dense and dropout | (None, 250) | 187,750 |
Dense and dropout | (None, 75) | 18,225 |
Dense and dropout | (None, 25) | 1900 |
Fense layer | (None, 6) | 156 |
Total params | Â | 1,160,613 |
Total FLOPs | Â | 1.94 M |
