Phoneme Classification on LibriBrain (train)
99.43F1-macroCNN
Evaluation Results
| Method | Links | |
|---|---|---|
| CNNLabel-Balancing=True, Repeat=x10, Normalization=InstanceNorm2026.04 | 99.43 | |
| CNNNormalization=LayerNorm2026.04 | 96.62 | |
| CNNLabel-Balancing=True, Repeat=x102026.04 | 90.81 | |
| STFT CNNNfft=25, H=5, Normalization=InstanceNorm2026.04 | 86.54 | |
| CNN-Transformer2026.04 | 85.83 | |
| CNN-TransformerNormalization=InstanceNorm2026.04 | 83.6 | |
| MEGConformerTraining Epochs=362026.04 | 68.55 | |
| STFT CNNNfft=25, H=52026.04 | 62.63 | |
| MEGConformerTraining Epochs=102026.04 | 61.1 | |
| CNNAugmentation=True2026.04 | 48.55 | |
| CNNGroup Averaging=False2026.04 | 34.55 |