TY - JOUR
T1 - Neurofeedback Training of Auditory Selective Attention Enhances Speech-In-Noise Perception
AU - Kim, Subong
AU - Emory, Caroline
AU - Choi, Inyong
N1 - Funding Information:
This work was supported by American Otological Society Research Grant and Department of Defense Hearing Restoration Research Program Grant (W81XWH-19-1-0637) awarded to IC, as well as NIDCD P50 (DC000242 31).
Publisher Copyright:
© Copyright © 2021 Kim, Emory and Choi.
PY - 2021/6/22
Y1 - 2021/6/22
N2 - Selective attention enhances cortical responses to attended sensory inputs while suppressing others, which can be an effective strategy for speech-in-noise (SiN) understanding. Emerging evidence exhibits a large variance in attentional control during SiN tasks, even among normal-hearing listeners. Yet whether training can enhance the efficacy of attentional control and, if so, whether the training effects can be transferred to performance on a SiN task has not been explicitly studied. Here, we introduce a neurofeedback training paradigm designed to reinforce the attentional modulation of auditory evoked responses. Young normal-hearing adults attended one of two competing speech streams consisting of five repeating words (“up”) in a straight rhythm spoken by a female speaker and four straight words (“down”) spoken by a male speaker. Our electroencephalography-based attention decoder classified every single trial using a template-matching method based on pre-defined patterns of cortical auditory responses elicited by either an “up” or “down” stream. The result of decoding was provided on the screen as online feedback. After four sessions of this neurofeedback training over 4 weeks, the subjects exhibited improved attentional modulation of evoked responses to the training stimuli as well as enhanced cortical responses to target speech and better performance during a post-training SiN task. Such training effects were not found in the Placebo Group that underwent similar attention training except that feedback was given only based on behavioral accuracy. These results indicate that the neurofeedback training may reinforce the strength of attentional modulation, which likely improves SiN understanding. Our finding suggests a potential rehabilitation strategy for SiN deficits.
AB - Selective attention enhances cortical responses to attended sensory inputs while suppressing others, which can be an effective strategy for speech-in-noise (SiN) understanding. Emerging evidence exhibits a large variance in attentional control during SiN tasks, even among normal-hearing listeners. Yet whether training can enhance the efficacy of attentional control and, if so, whether the training effects can be transferred to performance on a SiN task has not been explicitly studied. Here, we introduce a neurofeedback training paradigm designed to reinforce the attentional modulation of auditory evoked responses. Young normal-hearing adults attended one of two competing speech streams consisting of five repeating words (“up”) in a straight rhythm spoken by a female speaker and four straight words (“down”) spoken by a male speaker. Our electroencephalography-based attention decoder classified every single trial using a template-matching method based on pre-defined patterns of cortical auditory responses elicited by either an “up” or “down” stream. The result of decoding was provided on the screen as online feedback. After four sessions of this neurofeedback training over 4 weeks, the subjects exhibited improved attentional modulation of evoked responses to the training stimuli as well as enhanced cortical responses to target speech and better performance during a post-training SiN task. Such training effects were not found in the Placebo Group that underwent similar attention training except that feedback was given only based on behavioral accuracy. These results indicate that the neurofeedback training may reinforce the strength of attentional modulation, which likely improves SiN understanding. Our finding suggests a potential rehabilitation strategy for SiN deficits.
KW - attentional modulation
KW - brain-computer interface
KW - eletroencephalography
KW - neurofeedback training
KW - perceptual training
KW - selective attention
KW - speech-in-noise perception
UR - http://www.scopus.com/inward/record.url?scp=85109141895&partnerID=8YFLogxK
U2 - 10.3389/fnhum.2021.676992
DO - 10.3389/fnhum.2021.676992
M3 - Article
AN - SCOPUS:85109141895
SN - 1662-5161
VL - 15
JO - Frontiers in Human Neuroscience
JF - Frontiers in Human Neuroscience
M1 - 676992
ER -