Individual differences and patterns of convergence in prosody perception

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Joseph Roy, J. Cole, Tim Mahrt
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引用次数: 24

Abstract

The challenge of prosodic annotation is reflected in commonly reported variability among trained annotators in the assignment of prosodic labels. The present study examines individual differences in the perception of prosody through the lens of prosodic annotation. First, Generalized Additive Mixed Models (GAMMs) reveal the non-linear pattern of some acoustic cues on the perception of prosodic features. Second, these same models reveal that while some of the untrained annotators are using these cues to determine prosodic features, the magnitude of effect differs quite dramatically across the annotators. Finally, the trained annotators follow the same cues as subsets of the untrained annotators, but present a much stronger effect for many of the cues. The findings show that while prosody perception is systemically related to acoustic and contextual cues, there are also individual differences that are limited to the selection and magnitude of the factors that influence prosodic rating, and the relative weighting among those factors.
韵律感知的个体差异与趋同模式
韵律标注的挑战反映在通常报道的训练有素的标注者在韵律标签分配方面的差异。本研究从韵律注释的角度考察了韵律感知的个体差异。首先,广义加性混合模型(GAMMs)揭示了一些声音线索对韵律特征感知的非线性模式。其次,这些相同的模型表明,虽然一些未经训练的注释者使用这些线索来确定韵律特征,但不同注释者的效果差异很大。最后,经过训练的注释者遵循与未经训练的注释者子集相同的提示,但对许多提示的效果要强得多。研究结果表明,虽然韵律感知与声音和上下文线索系统相关,但也存在个体差异,这些差异仅限于影响韵律评级的因素的选择和大小,以及这些因素之间的相对权重。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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