English

Phonological (un)certainty weights lexical activation

Computation and Language 2017-11-21 v1

Abstract

Spoken word recognition involves at least two basic computations. First is matching acoustic input to phonological categories (e.g. /b/, /p/, /d/). Second is activating words consistent with those phonological categories. Here we test the hypothesis that the listener's probability distribution over lexical items is weighted by the outcome of both computations: uncertainty about phonological discretisation and the frequency of the selected word(s). To test this, we record neural responses in auditory cortex using magnetoencephalography, and model this activity as a function of the size and relative activation of lexical candidates. Our findings indicate that towards the beginning of a word, the processing system indeed weights lexical candidates by both phonological certainty and lexical frequency; however, later into the word, activation is weighted by frequency alone.

Keywords

Cite

@article{arxiv.1711.06729,
  title  = {Phonological (un)certainty weights lexical activation},
  author = {Laura Gwilliams and David Poeppel and Alec Marantz and Tal Linzen},
  journal= {arXiv preprint arXiv:1711.06729},
  year   = {2017}
}

Comments

6 pages, 4 figures, accepted at: Cognitive Modeling and Computational Linguistics (CMCL) 2018

R2 v1 2026-06-22T22:49:53.367Z