The OpenGrm open-source finite-state grammar software libraries

  • Authors:
  • Brian Roark;Richard Sproat;Cyril Allauzen;Michael Riley;Jeffrey Sorensen;Terry Tai

  • Affiliations:
  • Oregon Health & Science University, Portland, Oregon;Oregon Health & Science University, Portland, Oregon and Google, Inc., New York;Google, Inc., New York;Google, Inc., New York;Google, Inc., New York;Google, Inc., New York

  • Venue:
  • ACL '12 Proceedings of the ACL 2012 System Demonstrations
  • Year:
  • 2012

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Abstract

In this paper, we present a new collection of open-source software libraries that provides command line binary utilities and library classes and functions for compiling regular expression and context-sensitive rewrite rules into finite-state transducers, and for n-gram language modeling. The OpenGrm libraries use the OpenFst library to provide an efficient encoding of grammars and general algorithms for building, modifying and applying models.