Aalborg University, Denmark.
Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany.
J Cogn Neurosci. 2023 Aug 1;35(8):1301-1311. doi: 10.1162/jocn_a_02016.
The envelope of a speech signal is tracked by neural activity in the cerebral cortex. The cortical tracking occurs mainly in two frequency bands, theta (4-8 Hz) and delta (1-4 Hz). Tracking in the faster theta band has been mostly associated with lower-level acoustic processing, such as the parsing of syllables, whereas the slower tracking in the delta band relates to higher-level linguistic information of words and word sequences. However, much regarding the more specific association between cortical tracking and acoustic as well as linguistic processing remains to be uncovered. Here, we recorded EEG responses to both meaningful sentences and random word lists in different levels of signal-to-noise ratios (SNRs) that lead to different levels of speech comprehension as well as listening effort. We then related the neural signals to the acoustic stimuli by computing the phase-locking value (PLV) between the EEG recordings and the speech envelope. We found that the PLV in the delta band increases with increasing SNR for sentences but not for the random word lists, showing that the PLV in this frequency band reflects linguistic information. When attempting to disentangle the effects of SNR, speech comprehension, and listening effort, we observed a trend that the PLV in the delta band might reflect listening effort rather than the other two variables, although the effect was not statistically significant. In summary, our study shows that the PLV in the delta band reflects linguistic information and might be related to listening effort.
大脑皮层的神经活动追踪言语信号的包络。皮层追踪主要发生在两个频带,θ(4-8 Hz)和δ(1-4 Hz)。更快的θ频带中的追踪主要与较低层次的声学处理有关,如音节的解析,而较慢的δ频带中的追踪与词和词序列的更高层次的语言信息有关。然而,皮层追踪与声学和语言处理之间更具体的关联还有很多有待揭示。在这里,我们记录了脑电图对有意义的句子和不同信噪比(SNR)的随机单词列表的反应,这些 SNR 导致不同程度的言语理解和听力努力。然后,我们通过计算脑电图记录和语音包络之间的相位锁定值(PLV)将神经信号与声学刺激相关联。我们发现,对于句子,δ频带中的 PLV 随着 SNR 的增加而增加,但对于随机单词列表则不然,这表明该频带中的 PLV 反映了语言信息。当试图分离 SNR、言语理解和听力努力的影响时,我们观察到一个趋势,即 δ 频带中的 PLV 可能反映了听力努力,而不是其他两个变量,尽管这种影响没有统计学意义。总之,我们的研究表明,δ 频带中的 PLV 反映了语言信息,可能与听力努力有关。