Bridge2AI-Voice
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Agitation prediction | Bridge2AI-Voice 5-fold speaker-independent CV v3.0.0 | Pearson Correlation (ρ)0.117 | 16 | |
| Voice-based disease classification | Bridge2AI-Voice (test) | Macro F1 Score68.8 | 13 | |
| Parkinson's Disease (PD) staging | Bridge2AI-Voice PD | Macro AUROC0.872 | 5 | |
| Alzheimer's Disease (AD) staging | Bridge2AI-Voice AD | Macro AUROC91.7 | 5 | |
| Clinical speech monitoring | Bridge2AI-Voice speaker-independent CV | Spearman Correlation (ρ)0.117 | 5 | |
| exacerbation type classification | Bridge2AI-Voice (external val) | AUC82.2 | 2 |
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