Voice assistant technology continues to underperform on children's speech

Voice assistant (VA) technology is increasingly part of children's everyday lives. But how well do these systems understand children? No study has asked this with children under 5 years old. Here, two versions of Siri, and one of Alexa, were tested on their ability to transcribe utterances produced by 2-, 3-, and 5-year-olds. Human listeners (mothers and undergraduates) were also tested. Results showed that while Siri's performance on children's speech has improved in recent years, even the newest Siri and Alexa models struggle with children's speech. Human listeners far outperformed VA systems with all ages, especially with the youngest children's speech.

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Publication Details

Journal
JASA Express Letters
Published
2025-03-01
DOI
https://doi.org/10.1121/10.0036052
Citations
1
Primary Topic
Speech and dialogue systems
Type
article
Field-Weighted Citation Impact
2.48

Funders

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article

Voice assistant technology continues to underperform on children's speech

Holly Bradley, Madeleine E. Yu, Elizabeth K. Johnson
1 citations
JASA Express Letters
Speech and dialogue systems
2.48
article

Voice assistant technology continues to underperform on children's speech

Holly Bradley, Madeleine E. Yu, Elizabeth K. Johnson
article en
1 citations

Abstract

Voice assistant (VA) technology is increasingly part of children's everyday lives. But how well do these systems understand children? No study has asked this with children under 5 years old. Here, two versions of Siri, and one of Alexa, were tested on their ability to transcribe utterances produced by 2-, 3-, and 5-year-olds. Human listeners (mothers and undergraduates) were also tested. Results showed that while Siri's performance on children's speech has improved in recent years, even the newest Siri and Alexa models struggle with children's speech. Human listeners far outperformed VA systems with all ages, especially with the youngest children's speech.

JASA Express LettersVol. 5(3)
University of Toronto (CA)
Natural Sciences and Engineering Research Council of Canada
Quality Education
Openalex Percentile: Top 12%
Speech and dialogue systems
2.48
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