eISSN 2093-744X
pISSN 1598-2645
pISSN 1598-2645
Variation in accuracy of features using the proposed 1D-CNN on snoring dataset
| Feature | Accuracy (%) |
|---|---|
| Spectral (Centroid+Bandwidth+RollOff) | 50.18 |
| STFT+RMS+Spectral+ZCR | 60.79 |
| STFT+RMS+Spectral | 89.46 |
| MFCC | 99.00 |
| MFCC+ZCR | 99.00 |
| Spectral+ZCR+MFCC | 99.20 |
| MFCC+ZCR+STFT+Spectral+RMS | 99.70 |
International Journal of Fuzzy Logic and Intelligent Systems 2022;22:1~10 https://doi.org/10.5391/IJFIS.2022.22.1.1
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