Machine learning approaches to analyze speech-evoked neurophysiological responses

Z **e, R Reetzke, B Chandrasekaran - Journal of Speech, Language …, 2019 - pubs.asha.org
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 - jneurosci.org
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 - jneurosci.org
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 …

Effects and prediction of cognitive load on encoding model of brain response to auditory and linguistic stimuli in educational multimedia

AH Asaadi, SH Amiri, A Bosaghzadeh… - Scientific Reports, 2024 - nature.com
Multimedia is extensively used for educational purposes. However, certain types of
multimedia lack proper design, which could impose a cognitive load on the user. Therefore …

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 …

Real-time control of a hearing instrument with EEG-based attention decoding

J Hjortkjær, DDE Wong, A Catania… - Journal of Neural …, 2025 - iopscience.iop.org
Enhancing speech perception in everyday noisy acoustic environments remains an
outstanding challenge for hearing aids. Speech separation technology is improving rapidly …

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 - jneurosci.org
Natural conversation is multisensory: when we can see the speaker's face, visual speech
cues improve our comprehension. The neuronal mechanisms underlying this phenomenon …