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cs.SD2026
CCMAN: Cognitive Instability-Aware Cross-Modal Attention Network for Interpretable Temporal Biomarkers of Verbal Fluency Speech
Madhurananda Pahar, Caitlin Illingworth, Dorota Braun +2
Early detection of cognitive decline from speech offers a scalable and non-invasive alternative to conventional clinical assessment. Verbal fluency tasks are particularly informati…
cs.CL2026
False positive bias in AI-powered speech-based cognitive screening for multilingual English speakers in the UK
Madhurananda Pahar, Caitlin Illingworth, Dorota Braun +4
Conversational speech reveals early signs of cognitive decline, including dementia and mild cognitive impairment (MCI). AI models show promise for speech-based screening, yet most…