Spoken Digit Classification on AudioMNIST Spoken Digits 1D binarized original 2D
90.1Test AccuracyCNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CNNInput Representation=original 2D version2026.03 | 90.1 | 91.1 | |
| Cube 10 nsInput Representation=1D binarized, Signal delay parameter=10 ns2026.03 | 88.2 | 88.3 | |
| Logistic regressionInput Representation=1D binarized2026.03 | 88.1 | 88.2 | |
| Log. reg. w/ Gaussian noiseInput Representation=1D binarized2026.03 | 88 | 88.1 | |
| Cube 20 nsInput Representation=1D binarized, Signal delay parameter=20 ns2026.03 | 87.4 | 87.6 | |
| Log. reg. w/ summed windowed inputInput Representation=1D binarized2026.03 | 87.4 | 87.5 | |
| Cube 5 nsInput Representation=1D binarized, Signal delay parameter=5 ns2026.03 | 87 | 87.2 |