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Componential Deconstruction of Infant Distress Vocalizations via Tree-Based Models: A Study of Cry in Autism Spectrum Disorder and Typical Development

机译:基于树的模型对婴儿窘迫发声的分量解构:自闭症谱系障碍的哭声研究和典型发展

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摘要

Understanding early episodes of cry is essential to improve caregiver-child interaction and child well-being. Caregiver perceptions of cry are based on interpretations of different acoustic characteristics of the cry, including the length of the pauses, the number of utterances, and the fundamental frequency. In this study, we used tree-based models to establish a hierarchy of effect in terms of how these acoustic characteristics influence perceptions of cries of children with autism compared to cries of typically developing children. In two studies, one in Italy and the other in Japan, we found that cries of children with autism are perceived more negatively. We also found that the length of the pauses, more than the number of utterances or fundamental frequency, determines listeners’ negative perceptions. Implications for early caregiver-child interactions are discussed.
机译:了解哭泣的早期发作对于改善保姆与儿童之间的互动和儿童幸福至关重要。照顾者对哭声的感知是基于对哭声不同声学特征的解释,包括停顿的长度,发声次数和基本频率。在这项研究中,我们使用基于树的模型来建立效果的层次结构,这些声学特征如何影响自闭症儿童的哭声与正常发育儿童的哭声之间的关系。在两项研究中,一项在意大利,另一项在日本,我们发现自闭症儿童的哭泣被认为更负面。我们还发现,停顿的时间长于说话的次数或基本频率,它决定了听众的负面看法。讨论了早期保育者与儿童之间的互动。

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