Low-frequency cortical responses to natural speech reflect probabilistic phonotactics

被引:37
作者
Di Liberto, Giovanni M. [1 ,2 ]
Wong, Daniel [1 ,2 ]
Melnik, Gerda Ana [2 ,3 ]
de Cheveigne, Alain [1 ,2 ,4 ]
机构
[1] CNRS, UMR 8248, Lab Syst Perceptifs, Paris, France
[2] PSL Univ, Ecole Normale Super, Dept Etud Cognit, Paris, France
[3] CNRS, EHESS, ENS, Lab Sci Cognit & Psycholinguist, Paris, France
[4] UCL Ear Inst, London, England
基金
欧盟地平线“2020”;
关键词
cortical tracking; EEG; Language; Neighbourhood density; Phonemes; WORD SEGMENTATION; COMPONENT; CONSTRAINTS; ENTRAINMENT; PERCEPTION; PHONOLOGY; DYNAMICS; BRAIN; COMPREHENSION; WORDLIKENESS;
D O I
10.1016/j.neuroimage.2019.04.037
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Humans comprehend speech despite the various challenges such as mispronunciation and noisy environments. Our auditory system is robust to these thanks to the integration of the sensory input with prior knowledge and expectations built on language-specific regularities. One such regularity regards the permissible phoneme sequences, which determine the likelihood that a word belongs to a given language (phonotactic probability; "blick" is more likely to be an English word than "bnick"). Previous research demonstrated that violations of these rules modulate brain-evoked responses. However, several fundamental questions remain unresolved, especially regarding the neural encoding and integration strategy of phonotactics in naturalistic conditions, when there are no (or few) violations. Here, we used linear modelling to assess the influence of phonotactic probabilities on the brain responses to narrative speech measured with non-invasive EEG. We found that the relationship between continuous speech and EEG responses is best described when the stimulus descriptor includes phonotactic probabilities. This indicates that low-frequency cortical signals (<9 Hz) reflect the integration of phonotactic information during natural speech perception, providing us with a measure of phonotactic processing at the individual subject-level. Furthermore, phonotactics-related signals showed the strongest speech-EEG interactions at latencies of 100-500 ms, supporting a pre-lexical role of phonotactic information.
引用
收藏
页码:237 / 247
页数:11
相关论文
共 91 条
[21]   EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis [J].
Delorme, A ;
Makeig, S .
JOURNAL OF NEUROSCIENCE METHODS, 2004, 134 (01) :9-21
[22]   Cortical Measures of Phoneme-Level Speech Encoding Correlate with the Perceived Clarity of Natural Speech [J].
Di Liberto, Giovanni M. ;
Crosse, Michael J. ;
Lalor, Edmund C. .
ENEURO, 2018, 5 (02)
[23]   Atypical cortical entrainment to speech in the right hemisphere underpins phonemic deficits in dyslexia [J].
Di Liberto, Giovanni M. ;
Peter, Varghese ;
Kalashnikova, Marina ;
Goswami, Usha ;
Burnham, Denis ;
Lalor, Edmund C. .
NEUROIMAGE, 2018, 175 :70-79
[24]   Causal cortical dynamics of a predictive enhancement of speech intelligibility [J].
Di Liberto, Giovanni M. ;
Lalor, Edmund C. ;
Millman, Rebecca E. .
NEUROIMAGE, 2018, 166 :247-258
[25]   Indexing cortical entrainment to natural speech at the phonemic level: Methodological considerations for applied research [J].
Di Liberto, Giovanni M. ;
Lalor, Edmund C. .
HEARING RESEARCH, 2017, 348 :70-77
[26]   Low-Frequency Cortical Entrainment to Speech Reflects Phoneme-Level Processing [J].
Di Liberto, Giovanni M. ;
O'Sullivan, James A. ;
Lalor, Edmund C. .
CURRENT BIOLOGY, 2015, 25 (19) :2457-2465
[27]   Characterizing Neural Entrainment to Hierarchical Linguistic Units using Electroencephalography (EEG) [J].
Ding, Nai ;
Melloni, Lucia ;
Yang, Aotian ;
Wang, Yu ;
Zhang, Wen ;
Poeppel, David .
FRONTIERS IN HUMAN NEUROSCIENCE, 2017, 11
[28]   Cortical tracking of hierarchical linguistic structures in connected speech [J].
Ding, Nai ;
Melloni, Lucia ;
Zhang, Hang ;
Tian, Xing ;
Poeppel, David .
NATURE NEUROSCIENCE, 2016, 19 (01) :158-+
[29]   Cortical entrainment to continuous speech: functional roles and interpretations [J].
Ding, Nai ;
Simon, Jonathan Z. .
FRONTIERS IN HUMAN NEUROSCIENCE, 2014, 8
[30]   Neural coding of continuous speech in auditory cortex during monaural and dichotic listening [J].
Ding, Nai ;
Simon, Jonathan Z. .
JOURNAL OF NEUROPHYSIOLOGY, 2012, 107 (01) :78-89