2 papers
eess.AS2026
Comparator Loss: An Ordinal Contrastive Loss to Derive a Severity Score for Speech-based Health Monitoring
Jacob J Webber, Oliver Watts, Lovisa Wihlborg +5
Monitoring the progression of neurodegenerative disease (NDD) has important applications in planning treatment and evaluating new medications. Whereas much work has focused on disc…
eess.AS2026
Evaluating pretrained speech embedding systems for dysarthria detection across heterogenous datasets
Lovisa Wihlborg, Jemima Goodall, David Wheatley +8
We present a comprehensive evaluation of pretrained speech embedding systems for the detection of dysarthric speech using existing accessible data. Dysarthric speech datasets are o…