EEG-to-speech reconstruction on EAV (SIG, BAK, OVRL)
3.32SIG ScoreGT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GTType=Ground Truth2026.06 | 3.32 | 2.77 | 2.47 | |
| NeuroSonicType=Conditional Flow Matching2026.06 | 3.31 | 3.07 | 2.59 | |
| DMType=Diffusion Model2026.06 | 2.92 | 2.95 | 2.29 | |
| GANType=Generative Adversarial Network2026.06 | 1.98 | 2.62 | 1.45 | |
| MFType=Mean flow baseline2026.06 | 1.19 | 1.12 | 1.08 |