perceptual-tuning-pnas

This is the code to reproduce the results in:

[1] Thomas Schatz, Naomi H. Feldman, Sharon Goldwater, Xuan-Nga Cao and Emmanuel Dupoux, "Early phonetic learning without phonetic categories: Insights from large-scale simulations on realistic input" Proceedings of the National Academy of Sciences Feb 2021, 118 (7) e2001844118; DOI: 10.1073/pnas.2001844118

Any scientific papers using this code should cite [1].

To run the code, follow the instructions in the following files (in that order):

  • data_prep.txt
  • model_train.txt
  • abx_eval.txt
  • phoncat_eval.txt
  • analyses_and_plots.txt