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.
Authors
- Holly Bradley (ORCID: https://orcid.org/0000-0002-6728-2589)
- Madeleine E. Yu (ORCID: https://orcid.org/0000-0002-3252-3485)
- Elizabeth K. Johnson (ORCID: https://orcid.org/0000-0002-9941-9949)
Institutions
- University of Toronto (CA)
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
- Natural Sciences and Engineering Research Council of Canada