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Papers Benchmarks Datasets Tasks

Bridge2AI-Voice dataset and benchmarks · SOTA2 Research

Research Datasets

Bridge2AI-Voice

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Agitation prediction

Bridge2AI-Voice 5-fold speaker-independent CV v3.0.0

0.117Pearson Correlation (ρ)

16

Voice-based disease classification

Bridge2AI-Voice (test)

68.8Macro F1 Score

13

Parkinson's Disease (PD) staging

Bridge2AI-Voice PD

0.872Macro AUROC

5

Alzheimer's Disease (AD) staging

Bridge2AI-Voice AD

91.7Macro AUROC

5

Clinical speech monitoring

Bridge2AI-Voice speaker-independent CV

0.117Spearman Correlation (ρ)

5

exacerbation type classification

Bridge2AI-Voice (external val)

82.2AUC

2

Popular tasks

Voice-based disease classification Clinical speech monitoring Agitation prediction exacerbation type classification Alzheimer's Disease (AD) staging

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