Uyghur morpheme-based language models and ASR

  title={Uyghur morpheme-based language models and ASR},
  author={Mijit Ablimit and Graham Neubig and Masato Mimura and Shinsuke Mori and Tatsuya Kawahara and Askar Hamdulla},
Uyghur language is an agglutinative language in which words are formed by suffixes attaching to a stem (or root). Because of the explosive nature in vocabulary of the agglutinative languages, several morpheme-based language models are built and experiments are implemented. Morpheme is the smallest meaning bearing unit. In this research, morpheme is referred to any of prefix, stem, or suffix. As a result, a large vocabulary ASR system is built on the basis of Julius system. Several ASR results… CONTINUE READING
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