Literature DB >> 32648470

An Automated Approach to Examining Pausing in the Speech of People With Dementia.

Rachel A Sluis1, Daniel Angus2, Janet Wiles3, Andrew Back3, Tingting Amy Gibson3, Jacki Liddle3, Peter Worthy3, David Copland4, Anthony J Angwin4.   

Abstract

Dementia is a common neurodegenerative condition involving the deterioration of cognitive and communication skills. Pausing in the speech of people with dementia is a dysfluency that may be used to signal conversational trouble in social interaction. This study aimed to examine the speech-pausing profile within picture description samples from people with dementia and healthy controls (HCs) within the DementiaBank database using the Calpy computational speech processing toolkit. Sixty English-speaking participants between the ages of 53 and 88 years (Mage = 67.43, SD = 8.33; 42 females) were included in the study: 20 participants with mild cognitive impairment, 20 participants with moderate cognitive impairment, and 20 HCs. Quantitative analysis shows a progressive increase in the duration of pausing between HCs, the mild dementia group, and the moderate dementia group, respectively.

Entities:  

Keywords:  conversation; dementia; machine learning; pausing; trouble

Mesh:

Year:  2020        PMID: 32648470     DOI: 10.1177/1533317520939773

Source DB:  PubMed          Journal:  Am J Alzheimers Dis Other Demen        ISSN: 1533-3175            Impact factor:   2.035


  4 in total

1.  How Content Authored by People with Dementia Affects Attitudes towards Dementia.

Authors:  Amanda Lazar; Robin N Brewer; Hernisa Kacorri; Jonggi Hong; Mary Nicole Dugay Punzalan; Maisarah Mahathir; Olivia Vander Hyde; Warren Ross
Journal:  Proc ACM Hum Comput Interact       Date:  2021

2.  A Comparison of Speech Features between Mild Cognitive Impairment and Healthy Aging Groups.

Authors:  Ko Woon Kim; Seung-Hoon Na; Young-Chul Chung; Byoung-Soo Shin
Journal:  Dement Neurocogn Disord       Date:  2021-09-27

3.  Estimating Sentence-like Structure in Synthetic Languages Using Information Topology.

Authors:  Andrew D Back; Janet Wiles
Journal:  Entropy (Basel)       Date:  2022-06-22       Impact factor: 2.738

4.  Evaluating Web-Based Automatic Transcription for Alzheimer Speech Data: Transcript Comparison and Machine Learning Analysis.

Authors:  Thomas Soroski; Thiago da Cunha Vasco; Sally Newton-Mason; Saffrin Granby; Caitlin Lewis; Anuj Harisinghani; Matteo Rizzo; Cristina Conati; Gabriel Murray; Giuseppe Carenini; Thalia S Field; Hyeju Jang
Journal:  JMIR Aging       Date:  2022-09-21
  4 in total

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