Auditory Attention Decoding on iEEG Clinical Dataset (test)
100AccuracyOracle Speaker
Evaluation results
| Method | Links | |
|---|---|---|
| Oracle Speakerrole=Upper Bound2025.02 | 100 | |
| AAD-LLMattention_source=brain-decoded, training_data=additional clinical-15m2025.02 | 97 | |
| Target Speech Extraction2025.02 | 96 | |
| AAD-LLMattention_source=oracle2025.02 | 95.8 | |
| AAD-LLMattention_source=brain-decoded2025.02 | 94.4 | |
| BSS + Mel reconstruction2025.02 | 92 | |
| BSS + Envelope reconstruction2025.02 | 88 | |
| Blind Speech Separation (BSS)2025.02 | 50.4 |