Speech-Based Automated Cognitive Impairment Detection From Remotely-Collected Cognitive Test Audio

Speech-Based Automated Cognitive Impairment Detection From Remotely-Collected Cognitive Test Audio

Remote-automated cognitive impairment (CI) monitoring has the potential to facilitate care for the elderly with mobility restrictions. In particular, CI detection based on speech features from audio data collected for remote cognitive testing holds significant promise to improve remote cognitive hea...

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Bibliographic Details
Main Authors: Bea Yu, James R. Williamson, James C. Mundt, Thomas F. Quatieri
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Mild cognitive impairment
motor coordination
vocal biomarkers
formant frequencies
phoneme durations
cross-validation
Online Access:https://ieeexplore.ieee.org/document/8412488/

Internet

https://ieeexplore.ieee.org/document/8412488/

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