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连接言语感知与神经生理学:由锁定输入节奏的级联振荡器引导的言语解码。

Linking speech perception and neurophysiology: speech decoding guided by cascaded oscillators locked to the input rhythm.

作者信息

Ghitza Oded

机构信息

Hearing Research Center, Boston University Boston, MA, USA.

出版信息

Front Psychol. 2011 Jun 27;2:130. doi: 10.3389/fpsyg.2011.00130. eCollection 2011.

Abstract

The premise of this study is that current models of speech perception, which are driven by acoustic features alone, are incomplete, and that the role of decoding time during memory access must be incorporated to account for the patterns of observed recognition phenomena. It is postulated that decoding time is governed by a cascade of neuronal oscillators, which guide template-matching operations at a hierarchy of temporal scales. Cascaded cortical oscillations in the theta, beta, and gamma frequency bands are argued to be crucial for speech intelligibility. Intelligibility is high so long as these oscillations remain phase locked to the auditory input rhythm. A model (Tempo) is presented which is capable of emulating recent psychophysical data on the intelligibility of speech sentences as a function of "packaging" rate (Ghitza and Greenberg, 2009). The data show that intelligibility of speech that is time-compressed by a factor of 3 (i.e., a high syllabic rate) is poor (above 50% word error rate), but is substantially restored when the information stream is re-packaged by the insertion of silent gaps in between successive compressed-signal intervals - a counterintuitive finding, difficult to explain using classical models of speech perception, but emerging naturally from the Tempo architecture.

摘要

本研究的前提是,当前仅由声学特征驱动的语音感知模型是不完整的,并且在内存访问期间解码时间的作用必须被纳入,以解释观察到的识别现象模式。据推测,解码时间由一系列神经元振荡器控制,这些振荡器在不同时间尺度层次上指导模板匹配操作。θ、β和γ频段的级联皮层振荡被认为对语音清晰度至关重要。只要这些振荡与听觉输入节奏保持锁相,清晰度就很高。提出了一个模型(Tempo),它能够模拟最近关于语音句子清晰度作为“打包”速率函数的心理物理学数据(吉察和格林伯格,2009年)。数据表明,被时间压缩3倍(即高音节速率)的语音清晰度很差(单词错误率超过50%),但当通过在连续压缩信号间隔之间插入静音间隙对信息流进行重新打包时,清晰度会大幅恢复——这是一个违反直觉的发现,使用经典语音感知模型很难解释,但从Tempo架构中自然出现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6e01/3127251/9fc0fdb72d17/fpsyg-02-00130-g001.jpg

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