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使用简单联想网络对婴儿语音辨别进行建模。

Modeling Infant Speech Sound Discrimination Using Simple Associative Networks.

作者信息

Schafer Graham, Mareschal Denis

机构信息

Department of Psychology University of Reading.

Centre for Brain and Cognitive Development Birkbeck College.

出版信息

Infancy. 2001 Jan;2(1):7-28. doi: 10.1207/S15327078IN0201_2. Epub 2001 Jan 1.

Abstract

Infants' responses in speech sound discrimination tasks can be nonmonotonic over time. Stager and Werker (1997) reported such data in a bimodal habituation task. In this task, 8-month-old infants were capable of discriminations that involved minimal contrast pairs, whereas 14-month-old infants were not It was argued that the older infants' attenuated performance was linked to their processing of the stimuli for meaning. The authors suggested that these data are diagnostic of a qualitative shift in infant cognition. We describe an associative connectionist model showing a similar decrement in discrimination without any qualitative shift in processing. The model suggests that responses to phonemic contrasts may be a nonmonotonic function of experience with language. The implications of this idea are discussed. The model also provides a formal framework fer studying habituation-dishabituation behaviors in infancy.

摘要

婴儿在语音辨别任务中的反应可能会随时间呈现非单调变化。斯塔格和韦克(1997年)在一项双峰习惯化任务中报告了此类数据。在该任务中,8个月大的婴儿能够辨别涉及最小对比对的语音,而14个月大的婴儿则不能。有人认为,年龄较大婴儿表现减弱与他们对刺激进行意义加工有关。作者们认为,这些数据表明婴儿认知发生了质的转变。我们描述了一个联想联结主义模型,该模型显示出类似的辨别能力下降,且在加工过程中没有任何质的转变。该模型表明,对音位对比的反应可能是语言经验的非单调函数。我们讨论了这一观点的含义。该模型还为研究婴儿期的习惯化-去习惯化行为提供了一个正式框架。

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