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Delta and theta neural entrainment during phonological and semantic processing in speech perception

Guangting Mai, William S-Y. Wang
doi: https://doi.org/10.1101/556837
Guangting Mai
aDepartment of Experimental Psychology, University College London, UK
bDepartment of Medical Physics and Biomedical Engineering, University College London, UK
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William S-Y. Wang
cDepartment of Chinese and Bilingual Studies, The Hong Kong Polytechnic University, Hong Kong SAR
dLanguage Engineering Laboratory, The Chinese University of Hong Kong, Hong Kong SAR
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Abstract

Neural entrainment of acoustic envelopes is important for speech intelligibility in spoken language processing. However, it is unclear how it contributes to processing at different linguistic hierarchical levels. The present EEG study investigated this issue when participants responded to stimuli that dissociated phonological and semantic processing (real-word, pseudo-word and backward utterances). Multivariate Temporal Response Function (mTRF) model was adopted to map speech envelopes from multiple spectral bands onto EEG signals, providing a direct approach to measure neural entrainment. We tested the hypothesis that entrainment at delta (supra-syllabic) and theta (syllabic and sub-syllabic) bands take distinct roles at different hierarchical levels. Results showed that both types of entrainment involve speech-specific processing, but their underlying mechanisms were different. Theta-band entrainment was modulated by phonological but not semantic contents, reflecting the possible mechanism of tracking syllabic- and sub-syllabic patterns during phonological processing. Delta-band entrainment, on the other hand, was modulated by semantic information, indexing more attention-demanding, effortful phonological encoding when higher-level (semantic) information is deficient. Interestingly, we further demonstrated that the statistical capacity of mTRFs at the delta band and theta band to classify utterances is affected by their semantic (real-word vs. pseudo-word) and phonological (real-word and pseudo-word vs. backward) contents, respectively. Moreover, analyses on the response weighting of mTRFs showed that delta-band entrainment sustained across neural processing stages up to higher-order timescales (~ 300 ms), while theta-band entrainment occurred mainly at early, perceptual processing stages (< 160 ms). This indicates that, compared to theta-band entrainment, delta-band entrainment may reflect increased involvement of higher-order cognitive functions during interactions between phonological and semantic processing. As such, we conclude that neural entrainment is not only associated with speech intelligibility, but also with the hierarchy of linguistic (phonological and semantic) content. The present study thus provide a new insight into cognitive mechanisms of neural entrainment for spoken language processing.

  • Low-frequency neural entrainment was examined via mTRF models in EEG during phonological and semantic processing.

  • Delta entrainment take roles in effortful listening for phonological recognition

  • Theta entrainment take roles in tracking syllabic and subsyllabic patterns for phonological processing

  • Delta and theta entrainment sustain at different timescales of neural processing

Abbreviations
EEG
electroencephalography
MEG
magnetoencephalography
TRF
temporal response function
mTRF
multivariate temporal response function
tACS
transcranial alternative current stimulation
SUS
semantically unpredictable sentences
AM
amplitude-modulated
Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted February 21, 2019.
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Delta and theta neural entrainment during phonological and semantic processing in speech perception
Guangting Mai, William S-Y. Wang
bioRxiv 556837; doi: https://doi.org/10.1101/556837
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Delta and theta neural entrainment during phonological and semantic processing in speech perception
Guangting Mai, William S-Y. Wang
bioRxiv 556837; doi: https://doi.org/10.1101/556837

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