Factored language modeling for Russian LVCSR

@article{Vazhenina2013FactoredLM,
  title={Factored language modeling for Russian LVCSR},
  author={Daria Vazhenina and Konstantin Markov},
  journal={2013 International Joint Conference on Awareness Science and Technology & Ubi-Media Computing (iCAST 2013 & UMEDIA 2013)},
  year={2013},
  pages={205-211}
}
The Russian language is characterized by very flexible word order, which limits the ability of the standard n-grams to capture important regularities in the data. Moreover, Russian is highly inflectional language with rich morphology, which leads to high out-of-vocabulary word rates. Recently factored language model (FLM) was proposed with the aim of addressing the problems of morphologically rich languages. In this paper, we describe our implementation of the FLM for the Russian language… CONTINUE READING
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