Effect of Task and Attention on Neural Tracking of Speech

被引:40
作者
Vanthornhout, Jonas [1 ]
Decruy, Lien [1 ]
Francart, Tom [1 ]
机构
[1] Katholieke Univ Leuven, Dept Neurosci, ExpORL, Leuven, Belgium
基金
欧洲研究理事会;
关键词
auditory processing; envelope tracking; decoding; EEG; attention; SELECTIVE ATTENTION; AUDITORY ATTENTION; EVOKED-POTENTIALS; PERCEPTUAL LOAD; RESPONSES; MODULATION; LEADS;
D O I
10.3389/fnins.2019.00977
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
EEG-based measures of neural tracking of natural running speech are becoming increasingly popular to investigate neural processing of speech and have applications in audiology. When the stimulus is a single speaker, it is usually assumed that the listener actively attends to and understands the stimulus. However, as the level of attention of the listener is inherently variable, we investigated how this affected neural envelope tracking. Using a movie as a distractor, we varied the level of attention while we estimated neural envelope tracking. We varied the intelligibility level by adding stationary noise. We found a significant difference in neural envelope tracking between the condition with maximal attention and the movie condition. This difference was most pronounced in the right-frontal region of the brain. The degree of neural envelope tracking was highly correlated with the stimulus signal-to-noise ratio, even in the movie condition. This could be due to residual neural resources to passively attend to the stimulus. When envelope tracking is used to measure speech understanding objectively, this means that the procedure can be made more enjoyable and feasible by letting participants watch a movie during stimulus presentation.
引用
收藏
页数:11
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共 60 条
[1]   Brain activity during selective listening to natural speech [J].
Alho, Kimmo ;
Vorobyev, Victor A. .
FRONTIERS IN BIOSCIENCE-LANDMARK, 2007, 12 :3167-3176
[2]   Listeners modulate temporally selective attention during natural speech processing [J].
Astheimer, Lori B. ;
Sanders, Lisa D. .
BIOLOGICAL PSYCHOLOGY, 2009, 80 (01) :23-34
[3]   Load effects in auditory selective attention: Evidence for distinct facilitation and inhibition mechanisms [J].
Bidet-Caulet, Aurelie ;
Mikyska, Constanze ;
Knight, Robert T. .
NEUROIMAGE, 2010, 50 (01) :277-284
[4]   Auditory-Inspired Speech Envelope Extraction Methods for Improved EEG-Based Auditory Attention Detection in a Cocktail Party Scenario [J].
Biesmans, Wouter ;
Das, Neetha ;
Francart, Tom ;
Bertrand, Alexander .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2017, 25 (05) :402-412
[5]   Cortical Response to the Natural Speech Envelope Correlates with Neuroimaging Evidence of Cognition in Severe Brain Injury [J].
Braiman, Chananel ;
Fridman, Esteban A. ;
Conte, Mary M. ;
Voss, Henning U. ;
Reichenbach, Chagit S. ;
Reichenbach, Tobias ;
Schiff, Nicholas D. .
CURRENT BIOLOGY, 2018, 28 (23) :3833-+
[6]   Efficient adaptive procedures for threshold and concurrent slope estimates for psychophysics and speech intelligibility tests [J].
Brand, T ;
Kollmeier, B .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2002, 111 (06) :2801-2810
[8]   Rapid Transformation from Auditory to Linguistic Representations of Continuous Speech [J].
Brodbeck, Christian ;
Hong, L. Elliot ;
Simon, Jonathan Z. .
CURRENT BIOLOGY, 2018, 28 (24) :3976-+
[10]   Individual differences in attentional modulation of cortical responses correlate with selective attention performance [J].
Choi, Inyong ;
Wang, Le ;
Bharadwaj, Hari ;
Shinn-Cunningham, Barbara .
HEARING RESEARCH, 2014, 314 :10-19