A comparator loss trains speech models to produce ordinal severity scores for NDD progression that distinguish patients from controls and correlate with unseen clinical annotations.
The PHQ-8 as a measure of current depression in the general population,
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Comparator Loss: An Ordinal Contrastive Loss to Derive a Severity Score for Speech-based Health Monitoring
A comparator loss trains speech models to produce ordinal severity scores for NDD progression that distinguish patients from controls and correlate with unseen clinical annotations.