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I am Alexa, your virtual tutor!: The effects of Amazon Alexa’s text-to-speech voice enthusiasm in a multimedia learning environment

Modern text-to-speech voices can convey social cues ideal for narrating multimedia learning materials. Amazon Alexa has a unique feature among modern text-to-speech vocalizers as she can infuse enthusiasm cues into her synthetic voice. In this first study examining modern text-to-speech voice enthus...

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Autores principales: Liew, Tze Wei, Tan, Su-Mae, Pang, Wei Ming, Khan, Mohammad Tariqul Islam, Kew, Si Na
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9361884/
https://www.ncbi.nlm.nih.gov/pubmed/35967831
http://dx.doi.org/10.1007/s10639-022-11255-6
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author Liew, Tze Wei
Tan, Su-Mae
Pang, Wei Ming
Khan, Mohammad Tariqul Islam
Kew, Si Na
author_facet Liew, Tze Wei
Tan, Su-Mae
Pang, Wei Ming
Khan, Mohammad Tariqul Islam
Kew, Si Na
author_sort Liew, Tze Wei
collection PubMed
description Modern text-to-speech voices can convey social cues ideal for narrating multimedia learning materials. Amazon Alexa has a unique feature among modern text-to-speech vocalizers as she can infuse enthusiasm cues into her synthetic voice. In this first study examining modern text-to-speech voice enthusiasm effects in a multimedia learning environment, a between-subjects online experiment was conducted where learners from a large Asian university (n = 244) listened to either Alexa’s: (1) neutral voice, (2) low-enthusiastic voice, (3) medium-enthusiastic voice, or (4) high-enthusiastic voice, narrating a multimedia lesson on distributed denial-of-service attack. While Alexa’s enthusiastic voices did not enhance persona ratings compared to Alexa’s neutral voice, learners could infer more enthusiasm expressed by Alexa’s medium-and high-enthusiastic voices than Alexa’s neutral voice. Regarding cognitive load, Alexa’s low-and high-enthusiastic voices decreased intrinsic and extraneous cognitive load ratings compared to Alexa’s neutral voice. While Alexa’s enthusiastic voices did not impact affective-motivational ratings differently from Alexa’s neutral voice, learners reported a significant increase of positive emotions from their baseline positive emotions after listening to Alexa’s medium-enthusiastic voice. Finally, Alexa’s enthusiastic voices did not enhance the learning performance on immediate retention and transfer tests compared to Alexa’s neutral voice. This study demonstrates that a modern text-to-speech voice enthusiasm can positively affect learners’ emotions and cognitive load during multimedia learning. Theoretical and practical implications are discussed through the lens of the Cognitive Affective Model of E-learning, Integrated-Cognitive Affective Model of Learning with Multimedia, and Cognitive Load Theory. We further outline this study’s limitations and recommendations for extending and widening the text-to-speech voice emotions research.
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spelling pubmed-93618842022-08-10 I am Alexa, your virtual tutor!: The effects of Amazon Alexa’s text-to-speech voice enthusiasm in a multimedia learning environment Liew, Tze Wei Tan, Su-Mae Pang, Wei Ming Khan, Mohammad Tariqul Islam Kew, Si Na Educ Inf Technol (Dordr) Article Modern text-to-speech voices can convey social cues ideal for narrating multimedia learning materials. Amazon Alexa has a unique feature among modern text-to-speech vocalizers as she can infuse enthusiasm cues into her synthetic voice. In this first study examining modern text-to-speech voice enthusiasm effects in a multimedia learning environment, a between-subjects online experiment was conducted where learners from a large Asian university (n = 244) listened to either Alexa’s: (1) neutral voice, (2) low-enthusiastic voice, (3) medium-enthusiastic voice, or (4) high-enthusiastic voice, narrating a multimedia lesson on distributed denial-of-service attack. While Alexa’s enthusiastic voices did not enhance persona ratings compared to Alexa’s neutral voice, learners could infer more enthusiasm expressed by Alexa’s medium-and high-enthusiastic voices than Alexa’s neutral voice. Regarding cognitive load, Alexa’s low-and high-enthusiastic voices decreased intrinsic and extraneous cognitive load ratings compared to Alexa’s neutral voice. While Alexa’s enthusiastic voices did not impact affective-motivational ratings differently from Alexa’s neutral voice, learners reported a significant increase of positive emotions from their baseline positive emotions after listening to Alexa’s medium-enthusiastic voice. Finally, Alexa’s enthusiastic voices did not enhance the learning performance on immediate retention and transfer tests compared to Alexa’s neutral voice. This study demonstrates that a modern text-to-speech voice enthusiasm can positively affect learners’ emotions and cognitive load during multimedia learning. Theoretical and practical implications are discussed through the lens of the Cognitive Affective Model of E-learning, Integrated-Cognitive Affective Model of Learning with Multimedia, and Cognitive Load Theory. We further outline this study’s limitations and recommendations for extending and widening the text-to-speech voice emotions research. Springer US 2022-07-30 2023 /pmc/articles/PMC9361884/ /pubmed/35967831 http://dx.doi.org/10.1007/s10639-022-11255-6 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Liew, Tze Wei
Tan, Su-Mae
Pang, Wei Ming
Khan, Mohammad Tariqul Islam
Kew, Si Na
I am Alexa, your virtual tutor!: The effects of Amazon Alexa’s text-to-speech voice enthusiasm in a multimedia learning environment
title I am Alexa, your virtual tutor!: The effects of Amazon Alexa’s text-to-speech voice enthusiasm in a multimedia learning environment
title_full I am Alexa, your virtual tutor!: The effects of Amazon Alexa’s text-to-speech voice enthusiasm in a multimedia learning environment
title_fullStr I am Alexa, your virtual tutor!: The effects of Amazon Alexa’s text-to-speech voice enthusiasm in a multimedia learning environment
title_full_unstemmed I am Alexa, your virtual tutor!: The effects of Amazon Alexa’s text-to-speech voice enthusiasm in a multimedia learning environment
title_short I am Alexa, your virtual tutor!: The effects of Amazon Alexa’s text-to-speech voice enthusiasm in a multimedia learning environment
title_sort i am alexa, your virtual tutor!: the effects of amazon alexa’s text-to-speech voice enthusiasm in a multimedia learning environment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9361884/
https://www.ncbi.nlm.nih.gov/pubmed/35967831
http://dx.doi.org/10.1007/s10639-022-11255-6
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