从事件内部看:用局部相对率检查内部时间结构

IF 1.9 1区 文学 0 LANGUAGE & LINGUISTICS Journal of Phonetics Pub Date : 2023-09-01 DOI:10.1016/j.wocn.2023.101264
Sam Tilsen , Mark Tiede
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引用次数: 0

摘要

本文描述了一种基于从动态时间扭曲获得的扭曲曲线来量化语音信号相对速率的时间局部变化的方法。尽管在语音科学中已经很好地使用动态时间扭曲来进行信号对准,但它用于估计局部速率变化是非常罕见的。在这里,我们介绍了局部相对速率方法的扩展,该方法支持量化一组事件内和跨事件的局部相对速率的可变性。我们展示了从这种分析方法导出的时间变化度量如何用于表征事件的内部时间结构。为了实现这一点,我们首先提供了标准动态时间扭曲算法的概述。然后,我们介绍了局部相对速率测量,并描述了我们的扩展,将它们应用于辅音-元音-辅音音节产生的发音和声学数据集。
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Looking within events: Examining internal temporal structure with local relative rate

This paper describes a method for quantifying temporally local variation in the relative rates of speech signals, based on warping curves obtained from dynamic time warping. Although the use of dynamic time warping for signal alignment is well established in speech science, its use to estimate local rate variation is quite rare. Here we introduce an extension of the local relative rate method that supports the quantification of variability in local relative rate, both within and across a set of events. We show how measures of temporal variation derived from this analysis method can be used to characterize the internal temporal structure of events. In order to achieve this, we first provide an overview of the standard dynamic time warping algorithm. We then introduce the local relative rate measure and describe our extensions, applying them to an articulatory and acoustic dataset of consonant-vowel-consonant syllable productions.

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来源期刊
CiteScore
3.50
自引率
26.30%
发文量
49
期刊介绍: The Journal of Phonetics publishes papers of an experimental or theoretical nature that deal with phonetic aspects of language and linguistic communication processes. Papers dealing with technological and/or pathological topics, or papers of an interdisciplinary nature are also suitable, provided that linguistic-phonetic principles underlie the work reported. Regular articles, review articles, and letters to the editor are published. Themed issues are also published, devoted entirely to a specific subject of interest within the field of phonetics.
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