Effects of talker gender and face masks on the speech recognition of 6-year-old children in a classroom
Miji Kwon, Wonyoung Yang

TL;DR
This study explores how face masks and talker gender affect 6-year-olds' speech recognition in classroom settings, finding gender-specific differences and the importance of optimizing acoustic environments.
Contribution
The study reveals gender-specific effects of face masks on children's speech recognition and highlights the importance of classroom acoustics during mask usage.
Findings
Girls showed significant differences in speech recognition based on talker gender, while boys did not.
Face masks reduced the talker gender effect on speech recognition and decreased vowel working space areas.
Thicker masks improved speech recognition at lower reverberation times and noise levels.
Abstract
Although mandatory wearing of face masks for 3 years owing to COVID-19 might have strongly affected children’s language development, its effects on their speech recognition based on the talker’s gender remain unknown. This study examined how face mask usage affects children’s speech recognition, focusing on the interaction between the talker’s gender and the child listener’s characteristics under realistic acoustic conditions with room reverberation and background noise. Speech recognition was assessed in 43 6-year-old children who had worn masks for two or more years during preschool. Auralisation techniques using male and female professional voice actors’ recordings under varying room reverberation and background noise conditions were used for the assessment. The assessment revealed significant talker gender effects, both with and without face masks. Gender interactions were observed,…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3
Figure 4Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsHearing Loss and Rehabilitation · Hearing Impairment and Communication · Speech and Audio Processing
