论文标题

秘密语音和语音感知中振荡特征的比较

A comparison of oscillatory characteristics in covert speech and speech perception

论文作者

Moon, Jae, Orlandi, Silvia, Chau, Tom

论文摘要

秘密的言语是脑海中无声的单词产生,已经越来越多地研究和解码思想。该任务通常与语音感知相提并论,因为它带来了公共大脑区域中类似的地形激活模式。在言语理解的研究中,人们认为神经振荡在不同时间尺度的语音采样中起着关键作用。但是,关于振荡在秘密演讲中的作用知之甚少。在这项研究中,我们旨在确定每个振荡频段在多大程度上用于处理秘密语音和语音感知任务中的单词。其次,我们询问两个任务中两个任务中的θ和γ活性是否通过相位振幅耦合(PAC)相关。首先,对阶段信号进行了连续的小波变换,随后进行了两个类别之间的两尾t检验,以确定频率和时间的统计区别。尽管感知任务动态地使用所有具有更突出的θ和γ活性的频率,但秘密任务有利于较高的频率,其γ活性明显高于感知。此外,感知条件产生了显着的θ-γPAC,提示了音节和语音采样的联系。尽管发现这在秘密条件下被抑制了,但我们发现感知θ和秘密语音γ之间存在显着的伪耦合。我们报告说,秘密语音处理主要是由较高频率进行的,并且γ-和θ波段在各个任务之间的运行方式分别相似和不同。这项研究是第一个从神经振荡参与方面表征秘密演讲的研究。未来的研究将旨在探索振荡特征和任务之间的关系以及更多样化的词汇。

Covert speech, the silent production of words in the mind, has been studied increasingly to understand and decode thoughts. This task has often been compared to speech perception as it brings about similar topographical activation patterns in common brain areas. In studies of speech comprehension, neural oscillations are thought to play a key role in the sampling of speech at varying temporal scales. However, very little is known about the role of oscillations in covert speech. In this study, we aimed to determine to what extent each oscillatory frequency band is used to process words in covert speech and speech perception tasks. Secondly, we asked whether the θ and γ activity in the two tasks are related through phase-amplitude coupling (PAC). First, continuous wavelet transform was performed on epoched signals and subsequently two-tailed t-tests between two classes were conducted to determine statistical distinctions in frequency and time. While the perception task dynamically uses all frequencies with more prominent θ and γ activity, the covert task favoured higher frequencies with significantly higher γ activity than perception. Moreover, the perception condition produced significant θ-γ PAC suggesting a linkage of syllabic and phonological sampling. Although this was found to be suppressed in the covert condition, we found significant pseudo-coupling between perception θ and covert speech γ. We report that covert speech processing is largely conducted by higher frequencies, and that the γ- and θ-bands may function similarly and differently across tasks, respectively. This study is the first to characterize covert speech in terms of neural oscillatory engagement. Future studies are directed to explore oscillatory characteristics and inter-task relationships with a more diverse vocabulary.

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