Phoneme Classification on LibriBrain (val)
71.95F1-macroCNN
Evaluation Results
| Method | Links | |
|---|---|---|
| CNNLabel-Balancing=True, Repeat=x102026.04 | 71.95 | |
| CNN-Transformer2026.04 | 68.02 | |
| MEGConformerTraining Epochs=362026.04 | 65.67 | |
| CNNLabel-Balancing=True, Repeat=x10, Normalization=InstanceNorm2026.04 | 62.75 | |
| CNN-TransformerNormalization=InstanceNorm2026.04 | 57.72 | |
| CNN-TransformerLabel Space=Ternary PanPhon2026.04 | 51.68 | |
| MEGConformerTraining Epochs=102026.04 | 51.55 | |
| CNNAugmentation=True2026.04 | 49.31 | |
| CNNGroup Averaging=False2026.04 | 45.08 | |
| CNNNormalization=LayerNorm2026.04 | 44.49 | |
| STFT CNNNfft=25, H=52026.04 | 43.62 | |
| STFT CNNNfft=25, H=5, Normalization=InstanceNorm2026.04 | 36.89 |