Transcription on iEEG clinical dataset Foreground
6WERAAD-LLM
Evaluation results
| Method | Links | |
|---|---|---|
| AAD-LLMAttention Strategy=brain-decoded, Training Data=clinical-15m2025.02 | 6 | |
| Qwen2-AudioSelection=Oracle, Fine-tuned=true2025.02 | 6.6 | |
| AAD-LLMAttention Strategy=oracle2025.02 | 12.5 | |
| AAD-LLMAttention Strategy=brain-decoded2025.02 | 14.4 | |
| Qwen2-AudioSelection=Extracted, Fine-tuned=true2025.02 | 18.5 | |
| Qwen2-AudioSelection=Extracted, Fine-tuned=false2025.02 | 53.6 | |
| Qwen2-AudioSelection=Random, Fine-tuned=true2025.02 | 71.8 | |
| Qwen-AudioIntention=None2025.02 | 82.7 | |
| Qwen2-AudioSelection=Random, Fine-tuned=false2025.02 | 89.5 | |
| Qwen2-AudioIntention=None2025.02 | 90.1 | |
| WavLLMIntention=None2025.02 | 94.7 | |
| LTU-ASIntention=None2025.02 | 139.8 | |
| SALMONNIntention=None2025.02 | 145.4 |