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Training Sphinx without Flat Initialization?

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mdeala
2011-08-11
2012-09-22
  • mdeala

    mdeala - 2011-08-11

    I have previously trained acoustic models using SphinxTrain. I want to use
    these models as the initial means, variances, etc. in a new training with new
    data. I believe this is called bootstrapping in HTK. Is there a way to do this
    in SPHINX?

    Thanks.

     
  • Nickolay V. Shmyrev

    Is there a way to do this in SPHINX?

    You can use model reestimation tools with existing model. There is actually no
    difference how to use bw and norm. You can get details on tool arguments from
    the documentation

    http://www.speech.cs.cmu.edu/sphinxman/scriptman1.html

    You can find the examples of tools invocation in the scripts in
    Sphinxtrain/scripts_pl.

     

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