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Statistical modelling of phonetic and phonologised perturbation effects in tonal and non-tonal languages

机译:音调和非音调语言的语音和语音扰动效果的统计模型

摘要

This study statistically models perturbation effects of consonants on f0 values of the following vowel in order to quantify the differences between phonetic perturbation effects (i.e., phonetic variation) and phonologised perturbation effects (i.e., tone distinctions). We investigated perturbation effects in a non-tonal language, Japanese and a tonal language, Chongming Chinese. Traditional methods of modelling cannot distinguish phonetic and phonologised effects on surface f0 contours, as variation caused by both effects reached statistical significance. We therefore statistically modelled and tested the differences in underlying pitch targets, which successfully distinguished between phonetic and phonologised effects, and is robust to data variability. The methods used in this study can be further applied to examine perturbation effects cross-linguistically and shed light on the development of tones and stages of phonologisation more broadly.
机译:这项研究从统计学角度模拟了辅音对以下元音的f0值的扰动效果,以便量化语音扰动效果(即语音变化)和语音扰动效果(即音调差异)之间的差异。我们研究了非调性语言(日语)和声调语言(崇明中文)的摄动效应。传统的建模方法无法区分表面f0轮廓上的语音和语音效果,因为两种效果引起的差异都达到了统计意义。因此,我们进行了统计建模和测试了基本音高目标的差异,从而成功地区分了语音效果和语音效果,并且对数据可变性很强。本研究中使用的方法可以进一步应用于跨语言检查扰动效果,并更广泛地阐明音调的发展和语音化的阶段。

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