Neural tracking of speech in typically listening individuals

Cortical tracking of speech

Cortical brain oscillations may play important roles in various human cognitive processes. We conducted one of the first EEG studies that tried to identify cortical oscillatory indices for different linguistic (phonological and semantic) levels during spoken language processing:

Mai, G., Minett, J. W., & Wang, W. S. Y. (2016). Delta, theta, beta, and gamma brain oscillations index levels of auditory sentence processing. NeuroImage, 133:516-528.

Along this line, we further studied predictive coding of speech processing by showing the roles of cortical tracking at different frequency bands may play for neural ‘sharpening’ (neural responses to expected semantic inputs) vs. prediction errors (responses to unexpected semantic inputs):

Mai, G., & Wang, W. S. Y. (2023). Distinct roles of delta‐and theta‐band neural tracking for sharpening and predictive coding of multi‐level speech features during spoken language processing. Human Brain Mapping, 44(17):6149-6172.

Recent efforts also looked at how cortical tracking of pitch contours indexes effortful listening of speech in noisy environments in typically listening individuals:

Guo, X., Mai, G., Mohammadi, Y., Benzaquén, E., Yukhnovich, K., Sedley, W., & Griffiths, T. D. (2025). Neural entrainment to pitch changes of auditory targets in noise. NeuroImage, 314:121270.


Subcortical tracking of speech

‘Frequency-following response’ (FFR) is a subcortical (albeit extra auditory cortical sources) phase-locked response to the speech fundamental frequency, known as a potential index for various hearing and language-related disorders (e.g., hearing loss, developmental dyslexia, autism). We studied FFR in typical listening by looking at how FFR is affected by changes in day-to-day psychophysiological status, e.g., arousal or consciousness, across the adult lifespan:

Mai, G., Schoof, T., & Howell, P. (2019). Modulation of phase-locked neural responses to speech during different arousal states is age-dependent. NeuroImage, 189:734-744.

We also looked at how changes in neural excitability in the auditory cortex (via neurostimulation tDCS) led to consequential changes in subcortical FFR revealing causal auditory subcortico-cortical interactions:


Mai, G., & Howell, P. (2022). Causal relationship between the right auditory cortex and speech-evoked envelope-following response: evidence from combined transcranial stimulation and electroencephalography. Cerebral Cortex, 32(7):1437-1454.