Linear modeling of neurophysiological responses to speech and other continuous stimuli: methodological considerations for applied research

MJ Crosse, NJ Zuk, GM Di Liberto, AR Nidiffer… - Frontiers in …, 2021 - frontiersin.org
Cognitive neuroscience, in particular research on speech and language, has seen an
increase in the use of linear modeling techniques for studying the processing of natural …

Machine learning approaches to analyze speech-evoked neurophysiological responses

Z Xie, R Reetzke, B Chandrasekaran - Journal of Speech, Language, and …, 2019 - ASHA
Purpose Speech-evoked neurophysiological responses are often collected to answer
clinically and theoretically driven questions concerning speech and language processing …

A comparison of regularization methods in forward and backward models for auditory attention decoding

DDE Wong, SA Fuglsang, J Hjortkjær… - Frontiers in …, 2018 - frontiersin.org
The decoding of selective auditory attention from noninvasive electroencephalogram (EEG)
data is of interest in brain computer interface and auditory perception research. The current …

Lip-reading enables the brain to synthesize auditory features of unknown silent speech

M Bourguignon, M Baart, EC Kapnoula… - Journal of …, 2020 - Soc Neuroscience
Lip-reading is crucial for understanding speech in challenging conditions. But how the brain
extracts meaning from, silent, visual speech is still under debate. Lip-reading in silence …

Neurophysiological indices of audiovisual speech processing reveal a hierarchy of multisensory integration effects

AE O'Sullivan, MJ Crosse, GM Di Liberto… - Journal of …, 2021 - Soc Neuroscience
Seeing a speaker's face benefits speech comprehension, especially in challenging listening
conditions. This perceptual benefit is thought to stem from the neural integration of visual …

Effect of task and attention on neural tracking of speech

J Vanthornhout, L Decruy, T Francart - Frontiers in neuroscience, 2019 - frontiersin.org
EEG-based measures of neural tracking of natural running speech are becoming
increasingly popular to investigate neural processing of speech and have applications in …

Crossmodal phase reset and evoked responses provide complementary mechanisms for the influence of visual speech in auditory cortex

P Mégevand, MR Mercier, DM Groppe… - Journal of …, 2020 - Soc Neuroscience
Natural conversation is multisensory: when we can see the speaker's face, visual speech
cues improve our comprehension. The neuronal mechanisms underlying this phenomenon …

Quantifying the individual auditory and visual brain response in 7-month-old infants watching a brief cartoon movie

S Jessen, L Fiedler, TF Münte, J Obleser - NeuroImage, 2019 - Elsevier
Electroencephalography (EEG) continues to be the most popular method to investigate
cognitive brain mechanisms in young children and infants. Most infant studies rely on the …

[HTML][HTML] A representation of abstract linguistic categories in the visual system underlies successful lipreading

AR Nidiffer, CZ Cao, A O'Sullivan, EC Lalor - NeuroImage, 2023 - Elsevier
There is considerable debate over how visual speech is processed in the absence of sound
and whether neural activity supporting lipreading occurs in visual brain areas. Much of the …

A visual cortical network for deriving phonological information from intelligible lip movements

A Hauswald, C Lithari, O Collignon, E Leonardelli… - Current Biology, 2018 - cell.com
Successful lip-reading requires a mapping from visual to phonological information [1].
Recently, visual and motor cortices have been implicated in tracking lip movements (eg,[2]) …