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Analysis of atypical prosodic patterns in the speech of people with Down syndrome

机译:唐氏综合征患者讲话中的非典型韵律模式分析

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The speech of people with Down syndrome (DS) shows prosodic features which are distinct from those observed in the oral productions of typically developing (TD) speakers. Although a different prosodic realization does not necessarily imply wrong expression of prosodic functions, atypical expression may hinder communication skills. The focus of this work is to ascertain whether this can be the case in individuals with DS. To do so, we analyze the acoustic features that better characterize the utterances of speakers with DS when expressing prosodic functions related to emotion, turn-end and phrasal chunking, comparing them with those used by TD speakers. An oral corpus of speech utterances has been recorded using the PEPS-C prosodic competence evaluation tool. We use automatic classifiers to prove that the prosodic features that better predict prosodic functions in TD speakers are less informative in speakers with DS. Although atypical features are observed in speakers with DS when producing prosodic functions, the intended prosodic function can be identified by listeners and, in most cases, the features correctly discriminate the function with analytical methods. However, a greater difference between the minimal pairs presented in the PEPS-C test is found for TD speakers in comparison with DS speakers. The proposed methodological approach provides, on the one hand, an identification of the set of features that distinguish the prosodic productions of DS and TD speakers and, on the other, a set of target features for therapy with speakers with DS.
机译:患有唐氏综合征(DS)的人的演讲显示了韵律特征,这些特征与通常在通常开发(TD)扬声器的口腔制作中观察到的韵律特征。虽然不同的韵律实现并不一定意味着错误的韵律功能表达错误,但非典型表达可能会妨碍沟通技巧。这项工作的重点是确定这是否可以在DS中的个人中的情况。为此,我们分析声学特征,以便在表达与情感,结尾和短语块相关的韵律函数时,更好地表征扬声器的话语,与TD扬声器使用的韵律函数进行比较。使用PEPS-C博物馆竞争力评估工具记录了语音话语的口腔语料库。我们使用自动分类器来证明更好地预测TD扬声器中韵律功能的韵律功能在具有DS的扬声器中较少信息。尽管在产生韵律功能时在具有DS的扬声器中观察到非典型特征,但是可以通过侦听器识别预期的韵律功能,并且在大多数情况下,该特征可以正确地区分功能与分析方法。然而,与DS扬声器相比,为TD扬声器找到了在PEPS-C测试中呈现的最小对之间的更大差异。一方面,提出的方法方法提供了区分DS和TD扬声器的韵律制作的一组特征的识别,以及另一组目标特征,用于用DS的扬声器治疗。

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