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eess.AS2025
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…
eess.AS2025
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…