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对参数化语音包络的锁相评估。

Evaluation of phase-locking to parameterized speech envelopes.

作者信息

David Wouter, Gransier Robin, Wouters Jan

机构信息

ExpORL, Department of Neurosciences, KU Leuven, Leuven, Belgium.

出版信息

Front Neurol. 2022 Aug 3;13:852030. doi: 10.3389/fneur.2022.852030. eCollection 2022.

DOI:10.3389/fneur.2022.852030
PMID:35989900
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9382131/
Abstract

Humans rely on the temporal processing ability of the auditory system to perceive speech during everyday communication. The temporal envelope of speech is essential for speech perception, particularly envelope modulations below 20 Hz. In the literature, the neural representation of this speech envelope is usually investigated by recording neural phase-locked responses to speech stimuli. However, these phase-locked responses are not only associated with envelope modulation processing, but also with processing of linguistic information at a higher-order level when speech is comprehended. It is thus difficult to disentangle the responses into components from the acoustic envelope itself and the linguistic structures in speech (such as words, phrases and sentences). Another way to investigate neural modulation processing is to use sinusoidal amplitude-modulated stimuli at different modulation frequencies to obtain the temporal modulation transfer function. However, these transfer functions are considerably variable across modulation frequencies and individual listeners. To tackle the issues of both speech and sinusoidal amplitude-modulated stimuli, the recently introduced Temporal Speech Envelope Tracking (TEMPEST) framework proposed the use of stimuli with a distribution of envelope modulations. The framework aims to assess the brain's capability to process temporal envelopes in different frequency bands using stimuli with speech-like envelope modulations. In this study, we provide a proof-of-concept of the framework using stimuli with modulation frequency bands around the syllable and phoneme rate in natural speech. We evaluated whether the evoked phase-locked neural activity correlates with the speech-weighted modulation transfer function measured using sinusoidal amplitude-modulated stimuli in normal-hearing listeners. Since many studies on modulation processing employ different metrics and comparing their results is difficult, we included different power- and phase-based metrics and investigate how these metrics relate to each other. Results reveal a strong correspondence across listeners between the neural activity evoked by the speech-like stimuli and the activity evoked by the sinusoidal amplitude-modulated stimuli. Furthermore, strong correspondence was also apparent between each metric, facilitating comparisons between studies using different metrics. These findings indicate the potential of the TEMPEST framework to efficiently assess the neural capability to process temporal envelope modulations within a frequency band that is important for speech perception.

摘要

人类在日常交流中依靠听觉系统的时间处理能力来感知语音。语音的时间包络对于语音感知至关重要,尤其是低于20赫兹的包络调制。在文献中,通常通过记录对语音刺激的神经锁相反应来研究这种语音包络的神经表征。然而,这些锁相反应不仅与包络调制处理有关,还与语音理解时更高层次的语言信息处理有关。因此,很难将这些反应分解为来自声学包络本身和语音中的语言结构(如单词、短语和句子)的成分。研究神经调制处理的另一种方法是使用不同调制频率的正弦调幅刺激来获得时间调制传递函数。然而,这些传递函数在不同的调制频率和个体听众之间有很大的差异。为了解决语音和正弦调幅刺激的问题,最近引入的时间语音包络跟踪(TEMPEST)框架提出使用具有包络调制分布的刺激。该框架旨在使用具有类似语音包络调制的刺激来评估大脑在不同频段处理时间包络的能力。在本研究中,我们使用具有自然语音中音节和音素速率附近调制频段的刺激,提供了该框架的概念验证。我们评估了在正常听力的听众中,诱发的锁相神经活动是否与使用正弦调幅刺激测量的语音加权调制传递函数相关。由于许多关于调制处理的研究采用不同的指标,比较它们的结果很困难,我们纳入了不同的基于功率和相位的指标,并研究这些指标之间的关系。结果显示,类似语音刺激诱发的神经活动与正弦调幅刺激诱发的活动在听众之间有很强的对应关系。此外,每个指标之间也有明显的强对应关系,便于使用不同指标的研究之间进行比较。这些发现表明,TEMPEST框架有潜力有效地评估大脑在对语音感知很重要的频段内处理时间包络调制的神经能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/df594b0f61f0/fneur-13-852030-g0009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/e40af03904d6/fneur-13-852030-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/2efdd1c7f02c/fneur-13-852030-g0002.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/13d017440e99/fneur-13-852030-g0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/c8d02a6c3e5a/fneur-13-852030-g0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/90af50a1e2d1/fneur-13-852030-g0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/c90543ea1594/fneur-13-852030-g0008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/df594b0f61f0/fneur-13-852030-g0009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/e40af03904d6/fneur-13-852030-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/2efdd1c7f02c/fneur-13-852030-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/779e747d2e4e/fneur-13-852030-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/b286bd680da5/fneur-13-852030-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/13d017440e99/fneur-13-852030-g0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/c8d02a6c3e5a/fneur-13-852030-g0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/90af50a1e2d1/fneur-13-852030-g0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/c90543ea1594/fneur-13-852030-g0008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5cbe/9382131/df594b0f61f0/fneur-13-852030-g0009.jpg

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Stimulus-evoked phase-locked activity along the human auditory pathway strongly varies across individuals.刺激诱发的人类听觉通路的锁相活动在个体间有很大差异。
Sci Rep. 2021 Jan 8;11(1):143. doi: 10.1038/s41598-020-80229-w.
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Theta and Gamma Bands Encode Acoustic Dynamics over Wide-Ranging Timescales.θ 频段和 γ 频段编码广泛时间尺度上的声动力学信息。
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Neural Modulation Transmission Is a Marker for Speech Perception in Noise in Cochlear Implant Users.神经调制传递是人工耳蜗使用者噪声中言语感知的标志。
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