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通过噪声增强的神经语音跟踪表明人类存在随机共振。

Enhanced neural speech tracking through noise indicates stochastic resonance in humans.

作者信息

Herrmann Björn

机构信息

Rotman Research Institute, Baycrest Academy for Research and Education, Toronto, Canada.

Department of Psychology, University of Toronto, Toronto, Canada.

出版信息

Elife. 2025 Mar 18;13:RP100830. doi: 10.7554/eLife.100830.

Abstract

Neural activity in auditory cortex tracks the amplitude-onset envelope of continuous speech, but recent work counterintuitively suggests that neural tracking increases when speech is masked by background noise, despite reduced speech intelligibility. Noise-related amplification could indicate that stochastic resonance - the response facilitation through noise - supports neural speech tracking, but a comprehensive account is lacking. In five human electroencephalography experiments, the current study demonstrates a generalized enhancement of neural speech tracking due to minimal background noise. Results show that (1) neural speech tracking is enhanced for speech masked by background noise at very high signal-to-noise ratios (~30 dB SNR) where speech is highly intelligible; (2) this enhancement is independent of attention; (3) it generalizes across different stationary background maskers, but is strongest for 12-talker babble; and (4) it is present for headphone and free-field listening, suggesting that the neural-tracking enhancement generalizes to real-life listening. The work paints a clear picture that minimal background noise enhances the neural representation of the speech onset-envelope, suggesting that stochastic resonance contributes to neural speech tracking. The work further highlights non-linearities of neural tracking induced by background noise that make its use as a biological marker for speech processing challenging.

摘要

听觉皮层中的神经活动会追踪连续语音的幅度起始包络,但最近的研究结果却出人意料地表明,尽管语音清晰度降低,但当语音被背景噪声掩盖时,神经追踪反而会增强。与噪声相关的放大效应可能表明,随机共振——即通过噪声实现的反应促进——支持神经语音追踪,但目前仍缺乏全面的解释。在五项人类脑电图实验中,本研究证明了由于最小背景噪声而导致的神经语音追踪的普遍增强。结果表明:(1)在语音清晰度很高的极高信噪比(约30 dB SNR)下,被背景噪声掩盖的语音的神经语音追踪得到增强;(2)这种增强与注意力无关;(3)它在不同的固定背景掩蔽音中普遍存在,但对12人嘈杂声最为明显;(4)在头戴式耳机和自由场聆听中均存在,这表明神经追踪增强可推广到现实生活中的聆听。这项研究清晰地表明,最小背景噪声会增强语音起始包络的神经表征,这表明随机共振有助于神经语音追踪。这项研究进一步突出了背景噪声引起的神经追踪的非线性,这使得将其用作语音处理的生物学标记具有挑战性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e805/11919254/6d9bd9aa538e/elife-100830-fig1.jpg

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