Identifying Mild Cognitive Impairment and mild Alzheimer’s disease based on spontaneous speech using ASR and linguistic features

Gábor Gosztolya,Veronika Vincze,László Tóth,Magdolna Pákáski,János Kálmán,Ildikó Hoffmann

Computer Speech & Language（2019）

引用 180|浏览380

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摘要

•Novel acoustic feature extraction scheme for mild cognitive impairment and Alzheimer’s.•Distinguishing MCI and AD from healthy controls.•Combination of acoustic and linguistic (NLP-related) feature types.

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关键词

Mild cognitive impairment,Alzheimer’s disease,Automatic screening,Automatic speech recognition,Natural language processing,Classifier combination

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