A cascaded two-stage classifier and a multimodal feature ensemble beat the PROCESS 2025 challenge baselines for dementia detection and MMSE score prediction from spontaneous speech.
Clever hans ef- fect found in automatic detection of alzheimer’s disease through speech,
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Leveraging Cascaded Binary Classification and Multimodal Fusion for Dementia Detection through Spontaneous Speech
A cascaded two-stage classifier and a multimodal feature ensemble beat the PROCESS 2025 challenge baselines for dementia detection and MMSE score prediction from spontaneous speech.