Table 3.
Average classification accuracy (in %) of time-frequency image representations.
| Signal Representation | Sound Event | Speech Command | ||
|---|---|---|---|---|
| Validation | Test | Validation | Test | |
| Spectrogram | 92.70 | 93.77 | 92.33 | 91.90 |
| Smoothed-Spectrogram | 96.48 | 97.32 | 93.79 | 93.41 |
| Mel-Spectrogram | 96.45 | 96.31 | 93.64 | 93.64 |
| Cochleagram | 98.35 | 98.61 | 94.33 | 94.13 |