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The Role of Statistical Learning in Understanding and Treating Spoken Language Outcomes in Deaf Children With Cochlear Implants

机译:统计学习在聋人耳蜗植入儿童理解和治疗口语结果中的作用

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摘要

PurposeStatistical learning—the ability to learn patterns in environmental input—is increasingly recognized as a foundational mechanism necessary for the successful acquisition of spoken language. Spoken language is a complex, serially presented signal that contains embedded statistical relations among linguistic units, such as phonemes, morphemes, and words, which represent the phonotactic and syntactic rules of language. In this review article, we first review recent work that demonstrates that, in typical language development, individuals who display better nonlinguistic statistical learning abilities also show better performance on different measures of language. We next review research findings that suggest that children who are deaf and use cochlear implants may have difficulties learning sequential input patterns, possibly due to auditory and/or linguistic deprivation early in development, and that the children who show better sequence learning abilities also display improved spoken language outcomes. Finally, we present recent findings suggesting that it may be possible to improve core statistical learning abilities with specialized training and interventions and that such improvements can potentially impact and facilitate the acquisition and processing of spoken language.
机译:目的统计学习(学习环境输入中的模式的能力)已被越来越多地视为成功掌握口语所必需的基本机制。口语是一种复杂的,连续显示的信号,包含语言单位(例如音素,词素和单词)之间的嵌入式统计关系,它们代表语言的音位和句法规则。在这篇评论文章中,我们首先回顾最近的工作,这些工作表明,在典型的语言发展中,表现出更好的非语言统计学习能力的个人在不同的语言量度上也表现出更好的表现。接下来,我们将回顾研究发现,这些聋人和使用人工耳蜗的儿童可能难以学习顺序输入模式,这可能是由于发育早期的听觉和/或语言剥夺所致,并且表现出更好的顺序学习能力的儿童也表现出了改善的能力。口语结果。最后,我们提出了最近的发现,这表明通过专门的培训和干预措施可以提高核心统计学习能力,并且这种改进可能会影响并促进口语的获取和处理。

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