Ala Tirdad Seifi, Alickovic Emina, Cabrera Alvaro Fuentes, Whitmer William M, Hadley Lauren V, Rank Mike L, Lunner Thomas, Graversen Carina
IEEE Trans Biomed Eng. 2023 Apr;70(4):1264-1273. doi: 10.1109/TBME.2022.3214428. Epub 2023 Mar 21.
The purpose of this study was to investigate alpha power as an objective measure of effortful listening in continuous speech with scalp and ear-EEG.
Scalp and ear-EEG were recorded simultaneously during presentation of a 33-s news clip in the presence of 16-talker babble noise. Four different signal-to-noise ratios (SNRs) were used to manipulate task demand. The effects of changes in SNR were investigated on alpha event-related synchronization (ERS) and desynchronization (ERD). Alpha activity was extracted from scalp EEG using different referencing methods (common average and symmetrical bi-polar) in different regions of the brain (parietal and temporal) and ear-EEG.
Alpha ERS decreased with decreasing SNR (i.e., increasing task demand) in both scalp and ear-EEG. Alpha ERS was also positively correlated to behavioural performance which was based on the questions regarding the contents of the speech.
Alpha ERS/ERD is better suited to track performance of a continuous speech than listening effort.
EEG alpha power in continuous speech may indicate of how well the speech was perceived and it can be measured with both scalp and Ear-EEG.
本研究旨在通过头皮脑电图和耳部脑电图,将α波功率作为连续语音中努力倾听的客观测量指标进行研究。
在播放一段33秒的新闻剪辑时,同时记录头皮脑电图和耳部脑电图,背景为16人交谈的嘈杂声。使用四种不同的信噪比(SNR)来操纵任务需求。研究了信噪比变化对α事件相关同步(ERS)和去同步(ERD)的影响。在大脑的不同区域(顶叶和颞叶)以及耳部脑电图中,使用不同的参考方法(共同平均法和对称双极法)从头皮脑电图中提取α活动。
在头皮脑电图和耳部脑电图中,α ERS均随着信噪比的降低(即任务需求增加)而降低。α ERS也与基于语音内容问题的行为表现呈正相关。
与倾听努力相比,α ERS/ERD更适合追踪连续语音的表现。
连续语音中的脑电图α波功率可能表明对语音的感知程度,并且可以通过头皮脑电图和耳部脑电图进行测量。