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Brain and LanguageNeurosciencePeer-reviewed journal article

Working memory relates to individual differences in speech category learning: Insights from computational modeling and pupillometry

Jacie R. McHaneyiD, Rachel TessmeriD, Casey L. RoarkiD, Bharath ChandrasekaraniD

PDFDOIPreprint

Abstract

Across two experiments, we examine the relationship between individual differences in working memory (WM) and the acquisition of non-native speech categories in adulthood. While WM is associated with individual differences in a variety of learning tasks, successful acquisition of speech categories is argued to be contingent on WM-independent procedural-learning mechanisms. Thus, the role of WM in speech category learning is unclear. In Experiment 1, we show that individuals with higher WM acquire non-native speech categories faster and to a greater extent than those with lower WM. In Experiment 2, we replicate these results and show that individuals with higher WM use more optimal, procedural-based learning strategies and demonstrate more distinct speech-evoked pupillary responses for correct relative to incorrect trials. We propose that higher WM may allow for greater stimulus-related attention, resulting in more robust representations and optimal learning strategies. We discuss implications for neurobiological models of speech category learning.

Citations
33
FWCI
5.07
Field percentile
top 5%

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