探讨会话言语中略读的细微差别:词汇化和非词汇化略读

IF 2.4 3区 计算机科学 Q2 ACOUSTICS
Kübra Bodur , Corinne Fredouille , Stéphane Rauzy , Christine Meunier
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引用次数: 0

摘要

在口语中,有相当大比例的单词是由缺失或不明确的词段组成的,这种现象被称为略读。在这项研究中,我们区分了自发言语中的两种类型的减少:词汇化减少,这是有充分记录的,主要由词汇过程驱动的有规律的形式;非词汇化减少,这是不规则的,缺乏一致的模式或表征。后者本质上更难以检测,现有的方法很难捕捉到它们的全部范围。我们引入了一种新颖的自下而上的方法来检测法语会话语音中的潜在约简,辅以一种自上而下的方法来检测先前已知的约简形式。我们的自底向上方法的目标是在230 ms窗口内产生至少6个音素的序列,识别时间上浓缩的片段,表明减少。我们的研究结果揭示了语料库中减少模式的显著差异。词汇化的减少表现出相对稳定和一致的比例,而非词汇化的减少则有很大的变化,并且受到说话人特征的强烈影响。值得注意的是,性别对非词汇化的减少有显著影响,男性说话者表现出更高的减少比例,而词汇化的减少没有这种影响。两种减少类型受说话时间和发音速度的影响不同。词汇化和非词汇化的减少率呈正相关,表明说话人有特定的倾向。非词汇化的略读对某些音素和词类的影响更大,而词汇化的略读则与词形-句法的作用更密切相关。通过对选定词汇化项目的重点调查,我们发现“你说”作为语篇标记时比作为代词+动词结构时更常被省略。这些结果支持了词汇化的约读被整合到心理词汇中,而非词汇化的约读更依赖于上下文的解释,进一步支持了两种类型的约读之间的区别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring the nuances of reduction in conversational speech: lexicalized and non-lexicalized reductions
In spoken language, a significant proportion of words are produced with missing or underspecified segments, a phenomenon known as reduction. In this study, we distinguish two types of reductions in spontaneous speech: lexicalized reductions, which are well-documented, regularly occurring forms driven primarily by lexical processes, and non-lexicalized reductions, which occur irregularly and lack consistent patterns or representations. The latter are inherently more difficult to detect, and existing methods struggle to capture their full range.
We introduce a novel bottom-up approach for detecting potential reductions in French conversational speech, complemented by a top-down method focused on detecting previously known reduced forms. Our bottom-up method targets sequences consisting of at least six phonemes produced within a 230 ms window, identifying temporally condensed segments, indicative of reduction.
Our findings reveal significant variability in reduction patterns across the corpus. Lexicalized reductions displayed relatively stable and consistent ratios, whereas non-lexicalized reductions varied substantially and were strongly influenced by speaker characteristics. Notably, gender had a significant effect on non-lexicalized reductions, with male speakers showing higher reduction ratios, while no such effect was observed for lexicalized reductions. The two reduction types were influenced differently by speaking time and articulation rate. A positive correlation between lexicalized and non-lexicalized reduction ratios suggested speaker-specific tendencies.
Non-lexicalized reductions showed a higher prevalence of certain phonemes and word categories, whereas lexicalized reductions were more closely linked to morpho-syntactic roles. In a focused investigation of selected lexicalized items, we found that “tu sais” was more frequently reduced when functioning as a discourse marker than when used as a pronoun + verb construction. These results support the interpretation that lexicalized reductions are integrated into the mental lexicon, while non-lexicalized reductions are more context-dependent, further supporting the distinction between the two types of reductions.
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来源期刊
Speech Communication
Speech Communication 工程技术-计算机:跨学科应用
CiteScore
6.80
自引率
6.20%
发文量
94
审稿时长
19.2 weeks
期刊介绍: Speech Communication is an interdisciplinary journal whose primary objective is to fulfil the need for the rapid dissemination and thorough discussion of basic and applied research results. The journal''s primary objectives are: • to present a forum for the advancement of human and human-machine speech communication science; • to stimulate cross-fertilization between different fields of this domain; • to contribute towards the rapid and wide diffusion of scientifically sound contributions in this domain.
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