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When the "Tabula" is Anything but "Rasa:" What Determines Performance in the Auditory Statistical Learning Task?

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  • 1Department of Psychology, The Hebrew University of Jerusalem.

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Summary

Native language influences auditory learning. Prior knowledge of syllable frequencies in Spanish improved participants' ability to learn new verbal patterns in an auditory statistical learning task.

Keywords:
Prior knowledgeSpeech segmentationStatistical learningSyllable frequency

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Area of Science:

  • Cognitive Science
  • Linguistics
  • Psychology

Background:

  • Auditory statistical learning (ASL) involves detecting patterns in speech.
  • Prior linguistic knowledge, such as native language structure, may impact ASL.

Purpose of the Study:

  • To investigate how native language syllable co-occurrence frequency affects ASL performance.
  • To determine if similarity to the native language enhances learning of artificial verbal patterns.

Main Methods:

  • Calculated Spanish syllable co-occurrence frequencies from a corpus.
  • Created artificial auditory streams with "Spanish-like" (high frequency) and "Spanish-unlike" (low frequency) pseudowords.
  • Tested native Spanish speakers on an old/new identification task to assess learning.

Main Results:

  • Participants performed significantly better when pseudowords were more "Spanish-like."
  • Higher native language syllable co-occurrence frequency correlated with improved discrimination of embedded pseudowords.
  • Demonstrated a clear influence of linguistic priors on auditory learning.

Conclusions:

  • Native language syllable structure biases auditory statistical learning.
  • Learners are more adept at identifying patterns that align with their existing linguistic knowledge.
  • Prior linguistic experience plays a crucial role in acquiring new auditory regularities.