The everyday statistics of objects and their names: How word learning gets its start.

Elizabeth M Clerkin, Linda B Smith
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Abstract

A key question in early word learning is how infants learn their first object names despite a natural environment thought to provide messy data for linking object names to their referents. Using head cameras worn by 7 to 11-month-old infants in the home, we document the statistics of visual objects, spoken object names, and their co-occurrence in everyday meal time events. We show that the extremely right skewed frequency distribution of visual objects underlies word-referent co-occurrence statistics that set up a clear signal in the noise upon which infants could capitalize to learn their first object names.

Abstract Image

Abstract Image

Abstract Image

物体及其名称的日常统计:单词学习是如何开始的。
早期单词学习的一个关键问题是,尽管自然环境被认为为将物体名称与其所指物联系起来提供了混乱的数据,但婴儿是如何学习他们的第一个物体名称的。我们使用7至11个月大的婴儿在家中佩戴的头部摄像头,记录了视觉对象、口头对象名称及其在日常用餐时间事件中的共现情况的统计数据。我们表明,视觉对象的极右偏斜频率分布是词指共现统计的基础,它在噪声中建立了一个清晰的信号,婴儿可以根据这个信号大写字母来学习他们的第一个对象名称。
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