Characterizing speech rhythm using spectral coherence between jaw displacement and speech temporal envelope

IF 0.2 Q4 LINGUISTICS
Loquens Pub Date : 2021-12-28 DOI:10.3989/loquens.2020.074
Lei He, Yu Zhang
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引用次数: 1

Abstract

Lower modulation rates in the temporal envelope (ENV) of the acoustic signal are believed to be the rhythmic backbone in speech, facilitating speech comprehension in terms of neuronal entrainments at δ- and θ-rates (these rates are comparable to the foot- and syllable-rates phonetically). The jaw plays the role of a carrier articulator regulating mouth opening in a quasi-cyclical way, which correspond to the low-frequency modulations as a physical consequence. This paper describes a method to examine the joint roles of jaw oscillation and ENV in realizing speech rhythm using spectral coherence. Relative powers in the frequency bands corresponding to the δ-and θ-oscillations in the coherence (respectively notated as %δ and %θ) were quantified as one possible way of revealing the amount of concomitant foot- and syllable-level rhythmicities carried by both acoustic and articulatory domains. Two English corpora (mngu0 and MOCHA-TIMIT) were used for the proof of concept. %δ and %θ were regressed on utterance duration for an initial analysis. Results showed that the degrees of foot- and syllable-sized rhythmicities are different and are contingent upon the utterance length.
利用颌骨位移和语音时间包络之间的频谱相干性表征语音节奏
声学信号的时间包络(ENV)中较低的调制率被认为是语音中的节奏主干,有助于在δ率和θ率的神经元夹带方面进行语音理解(这些速率在语音上与脚和音节速率相当)。颌骨起着载体咬合架的作用,以准周期的方式调节口腔张开,这与物理结果的低频调制相对应。本文描述了一种利用频谱相干性来检验下颌振荡和ENV在实现语音节奏中的联合作用的方法。与相干中的δ-和θ-振荡相对应的频带中的相对功率(分别表示为%δ和%θ)被量化为揭示声学和发音域所携带的伴随的足和音节级节奏的数量的一种可能的方式。两个英语语料库(mngu0和MOCHA-TIMIT)用于概念证明δ和%θ在话语持续时间上回归进行初步分析。结果表明,足大小和音节大小的节奏性程度不同,并且取决于话语长度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Loquens
Loquens LINGUISTICS-
CiteScore
0.30
自引率
0.00%
发文量
6
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