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Cortical tracking of natural speech by children with developmental language disorder (DLD): An EEG speech decoding
Mahmoud Keshavarzi1, Susan Richards1, Georgia Feltham1
1Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge CB2 3EB, United Kingdom.
Children with developmental language disorder (DLD) show impaired neural speech tracking in the right temporal cortex, unlike those with developmental dyslexia (DD). This finding supports the Temporal Sampling (TS) theory of DLD.
Area of Science:
- Neuroscience
- Developmental Psychology
- Speech and Hearing Sciences
Background:
- The Temporal Sampling (TS) theory links developmental language disorder (DLD) to sensory and linguistic rhythm processing deficits.
- These deficits include reduced sensitivity to amplitude rise times (ARTs) and speech rhythm, impacting automatic cortical speech tracking.
Purpose of the Study:
- To investigate neural Temporal Sampling (TS) theory predictions in children with DLD.
- To measure low-frequency cortical tracking accuracy in natural continuous speech using EEG in children with and without DLD.
Main Methods:
- Recorded EEG during story listening from 9-year-old children with and without DLD.
- Performed decoding analyses in delta, theta, and alpha bands.
- Computed EEG power in delta, theta, and gamma bands, and phase-amplitude/phase-phase coupling (PAC, PPC) between bands.
Main Results:
- Whole-brain analyses showed no significant difference in low-frequency decoding (delta, theta) accuracy between groups.
- Region-specific analyses revealed significantly reduced delta-band speech tracking in the right temporal cortex of children with DLD.
- Phase-amplitude coupling (PAC) and phase-phase coupling (PPC) dynamics did not differ between groups.
Conclusions:
- Low-frequency cortical tracking impairments in DLD may be spatially constrained to the right hemisphere.
- This contrasts with global impairments observed in developmental dyslexia (DD).
- Findings support a spatially specific neural basis for DLD according to TS theory.
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