The analysis of ASR errors in BERT-based Alzheimer's detection shows that stopwords dominate the errors but barely affect classification, while task-related keywords are transcribed accurately and are the decisive factor.
The montreal cognitive assessment, MoCA: a brief screening tool for mild cognitive impairment,
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Not All Errors Are Equal: Investigation of Speech Recognition Errors in Alzheimer's Disease Detection
The analysis of ASR errors in BERT-based Alzheimer's detection shows that stopwords dominate the errors but barely affect classification, while task-related keywords are transcribed accurately and are the decisive factor.