Longitudinal time series analysis of speech in those with cognitive degeneration

Lead Research Organisation: University of Bristol
Department Name: Computer Science

Abstract

Those with degenerative diseases such as Alzheimer's and other dementias exhibit many notable signals as the disease progresses. We wish to create new innovative models for time series analysis that can be applied to extract higher level features from speech such as sentiment, coherence, and relative cognitive function over long periods. The application will be useful for continual monitoring systems in the absence of a trained professional whose assessments are typically extensive and difficult.

Publications

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Studentship Projects

Project Reference Relationship Related To Start End Student Name
EP/N509619/1 01/10/2016 30/09/2021
1953793 Studentship EP/N509619/1 18/09/2017 19/09/2021 Callum Mann