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Class based language models in Sphinx3

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2007-03-08
2012-09-22
  • Nagendra Kumar Goel

    Here is another update. I used class based LM with Sphinx4, and got pretty good recognition.
    This points me back to some bug in sphinx3 integration of class based LM.

    Can anyone please help. I am happy to share the LM and the dictionary.

     
    • arenato

      arenato - 2007-05-31

      I used class based LM in Sphinx3 with good results -not full-class model-. You can obtain an example of use in Sphinx2 package. If you can't found the example write me.

      Alejandro Renato

       
    • Nagendra Kumar Goel

      Hello arenato,
      I am using a LM with 60K work vocabulary with class and within class word probabilities.
      My problem is that Sphinx3 seems to be ignoring these probabilities. So the recognized sentance
      actually has a very high perplexity because recognizer basically ignored these probs.

      The turtle LM does not have probabilities and is too small to show this effect. What size is your LM?

      Nagendra

       

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