Delta-band neural envelope tracking predicts speech intelligibility in noise in preschoolers
Tilde Van HirtumiD, Ben SomersiD, Eline VerschuereniD, Benjamin DieudonnéiD, Tom FrancartiD
Abstract
Behavioral tests are currently the gold standard in measuring speech intelligibility. However, these tests can be difficult to administer in young children due to factors such as motivation, linguistic knowledge and cognitive skills. It has been shown that measures of neural envelope tracking can be used to predict speech intelligibility and overcome these issues. However, its potential as an objective measure for speech intelligibility in noise remains to be investigated in preschool children. Here, we evaluated neural envelope tracking as a function of signal-to-noise ratio (SNR) in 14 5-year-old children. We examined EEG responses to natural, continuous speech presented at different SNRs ranging from -8 (very difficult) to 8 dB SNR (very easy). As expected delta band (0.5-4 Hz) tracking increased with increasing stimulus SNR. However, this increase was not strictly monotonic as neural tracking reached a plateau between 0 and 4 dB SNR, similarly to the behavioral speech intelligibility outcomes. These findings indicate that neural tracking in the delta band remains stable, as long as the acoustical degradation of the speech signal does not reflect significant changes in speech intelligibility. Theta band tracking (4-8 Hz), on the other hand, was found to be drastically reduced and more easily affected by noise in children, making it less reliable as a measure of speech intelligibility. By contrast, neural envelope tracking in the delta band was directly associated with behavioral measures of speech intelligibility. This suggests that neural envelope tracking in the delta band is a valuable tool for evaluating speech-in-noise intelligibility in preschoolers, highlighting its potential as an objective measure of speech in difficult-to-test populations.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 19
- FWCI
- 2.84
- Field percentile
- top 9%
- Organism
- Assay
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- The effect of stimulus intensity on neural envelope tracking
Eline Verschueren, Jonas Vanthornhout, Tom Francart·Hearing ResearchPeer-reviewed·Jan 14, 2021
- Neural envelope tracking predicts speech intelligibility and hearing aid benefit in children with hearing loss
Tilde Van Hirtum, Ben Somers, … Tom Francart·Hearing ResearchPeer-reviewed·Oct 4, 2023
- Neural tracking of speech does not unequivocally reflect intelligibility
Anne Kösem, Bohan Dai, … Peter Hagoort A·bioRxiv·Jul 25, 2022
- Effect of task and attention on neural tracking of speech
Jonas Vanthornhout, Lien P. Decruy, Tom Francart·Frontiers in NeurosciencePeer-reviewed·Sep 16, 2019
- Evidence for enhanced neural tracking of the speech envelope underlying age-related speech-in-noise difficulties
Lien P. Decruy, Jonas Vanthornhout, Tom Francart·Journal of NeurophysiologyPeer-reviewed·May 29, 2019
- The effect of stimulus choice on an EEG-based objective measure of speech intelligibility
Eline Verschueren, Jonas Vanthornhout, Tom Francart·Ear and HearingPeer-reviewed·Apr 3, 2020