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Talk like me: Exploring the feedback speech rate regulation strategy of the voice user interface for elderly people

Voice user interface (VUI) is widely used in developing intelligent products due to its low learning cost. However, most of such products do not consider the cognitive and language ability of elderly people, which leads to low interaction efficiency, poor user experience, and unfriendliness to them....

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Detalles Bibliográficos
Autores principales: Wang, Junfeng, Yang, Shuyu, Xu, Zhiyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10132265/
https://www.ncbi.nlm.nih.gov/pubmed/37123298
http://dx.doi.org/10.3389/fpsyg.2023.1119355
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author Wang, Junfeng
Yang, Shuyu
Xu, Zhiyu
author_facet Wang, Junfeng
Yang, Shuyu
Xu, Zhiyu
author_sort Wang, Junfeng
collection PubMed
description Voice user interface (VUI) is widely used in developing intelligent products due to its low learning cost. However, most of such products do not consider the cognitive and language ability of elderly people, which leads to low interaction efficiency, poor user experience, and unfriendliness to them. Firstly, the paper analyzes the factors which influence the voice interaction behavior of elderly people: speech rate of elderly people, dialog task type, and feedback word count. And then, the voice interaction simulation experiment was designed based on the wizard of Oz testing method. Thirty subjects (M = 61.86 years old, SD = 7.16; 15 males and 15 females) were invited to interact with the prototype of a voice robot through three kinds of dialog tasks and six configurations of the feedback speech rate. Elderly people’s speech rates at which they speak to a person and to a voice robot, the feedback speech rates they expected for three dialog tasks were collected. The correlation between subjects’ speech rate and the expected feedback speech rate, the influence of dialog task type, and feedback word count on elderly people’s expected feedback speech rate were analyzed. The results show that elderly people speak to a voice robot with a lower speech rate than they speak to a person, and they expected the robot feedback speech rate to be lower than the rate they speak to the robot. There is a positive correlation between subjects’ speech rate and the expected speech rate, which implies that elderly people with faster speech rates expected a faster feedback speech rate. There is no significant difference between the elderly people’s expected speech rate for non-goal-oriented and goal-oriented dialog tasks. Meanwhile, a negative correlation between the feedback word count and the expected feedback speech rate is found. This study extends the knowledge boundaries of VUI design by investigating the influencing factors of voice interaction between elderly people and VUI. These results also provide practical implications for developing suitable VUI for elderly people, especially for regulating the feedback speech rate of VUI.
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spelling pubmed-101322652023-04-27 Talk like me: Exploring the feedback speech rate regulation strategy of the voice user interface for elderly people Wang, Junfeng Yang, Shuyu Xu, Zhiyu Front Psychol Psychology Voice user interface (VUI) is widely used in developing intelligent products due to its low learning cost. However, most of such products do not consider the cognitive and language ability of elderly people, which leads to low interaction efficiency, poor user experience, and unfriendliness to them. Firstly, the paper analyzes the factors which influence the voice interaction behavior of elderly people: speech rate of elderly people, dialog task type, and feedback word count. And then, the voice interaction simulation experiment was designed based on the wizard of Oz testing method. Thirty subjects (M = 61.86 years old, SD = 7.16; 15 males and 15 females) were invited to interact with the prototype of a voice robot through three kinds of dialog tasks and six configurations of the feedback speech rate. Elderly people’s speech rates at which they speak to a person and to a voice robot, the feedback speech rates they expected for three dialog tasks were collected. The correlation between subjects’ speech rate and the expected feedback speech rate, the influence of dialog task type, and feedback word count on elderly people’s expected feedback speech rate were analyzed. The results show that elderly people speak to a voice robot with a lower speech rate than they speak to a person, and they expected the robot feedback speech rate to be lower than the rate they speak to the robot. There is a positive correlation between subjects’ speech rate and the expected speech rate, which implies that elderly people with faster speech rates expected a faster feedback speech rate. There is no significant difference between the elderly people’s expected speech rate for non-goal-oriented and goal-oriented dialog tasks. Meanwhile, a negative correlation between the feedback word count and the expected feedback speech rate is found. This study extends the knowledge boundaries of VUI design by investigating the influencing factors of voice interaction between elderly people and VUI. These results also provide practical implications for developing suitable VUI for elderly people, especially for regulating the feedback speech rate of VUI. Frontiers Media S.A. 2023-03-17 /pmc/articles/PMC10132265/ /pubmed/37123298 http://dx.doi.org/10.3389/fpsyg.2023.1119355 Text en Copyright © 2023 Wang, Yang and Xu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Wang, Junfeng
Yang, Shuyu
Xu, Zhiyu
Talk like me: Exploring the feedback speech rate regulation strategy of the voice user interface for elderly people
title Talk like me: Exploring the feedback speech rate regulation strategy of the voice user interface for elderly people
title_full Talk like me: Exploring the feedback speech rate regulation strategy of the voice user interface for elderly people
title_fullStr Talk like me: Exploring the feedback speech rate regulation strategy of the voice user interface for elderly people
title_full_unstemmed Talk like me: Exploring the feedback speech rate regulation strategy of the voice user interface for elderly people
title_short Talk like me: Exploring the feedback speech rate regulation strategy of the voice user interface for elderly people
title_sort talk like me: exploring the feedback speech rate regulation strategy of the voice user interface for elderly people
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10132265/
https://www.ncbi.nlm.nih.gov/pubmed/37123298
http://dx.doi.org/10.3389/fpsyg.2023.1119355
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