On a 157-patient Cookie Thief corpus, acoustic and prosody features outperformed linguistic features for predicting cognitive impairment, while multimodal fusion helped inconsistently.
A systematic review and narrative analysis of digital speech biomarkers in motor neuron disease,
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CAtCh: Cognitive Assessment through Cookie Thief
On a 157-patient Cookie Thief corpus, acoustic and prosody features outperformed linguistic features for predicting cognitive impairment, while multimodal fusion helped inconsistently.