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Prediction of mental effort derived from an automated vocal biomarker using machine learning in a large-scale remote sample.

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第一作者： Nick,Taptiklis

第一单位： Cambridge Cognition, Tunbridge Court, Cambridge, United Kingdom.

作者： Nick,Taptiklis ^[1] ; Merina,Su ^[1] ; Jennifer H,Barnett ^[2] ; Caroline,Skirrow ^[3] ; Jasmin,Kroll ^[1] ; Francesca,Cormack ^[2]

作者单位： Cambridge Cognition, Tunbridge Court, Cambridge, United Kingdom. ^[1] Cambridge Cognition, Tunbridge Court, Cambridge, United Kingdom.;Department of Psychiatry, Herschel Smith Building for Brain & Mind Sciences, University of Cambridge, Cambridge, United Kingdom. ^[2] Cambridge Cognition, Tunbridge Court, Cambridge, United Kingdom.;Department of Psychological Science, University of Bristol, Bristol, United Kingdom. ^[3]

关键词 automated speech recognition cognitive load computerized cognitive assessment mental effort remote testing voice markers voice-based assessment

DOI 10.3389/frai.2023.1171652

PMID 37601036

发布时间 2023-08-23

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Frontiers in artificial intelligence

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Prediction of mental effort derived from an automated vocal biomarker using machine learning in a large-scale remote sample.

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Prediction of mental effort derived from an automated vocal biomarker using machine learning in a large-scale remote sample.

Frontiers in artificial intelligence

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