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How to control the state clustering (triphone)

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blculiwei
2015-07-12
2015-07-13
  • blculiwei

    blculiwei - 2015-07-12

    Dear all,

    I know from context-independent to context-dependent scheme, there will be too much state leading to insufficient training. so we need to using clustering technique to reduce state or tie state. My question is how to control this process, for example, I don't want to tie state, because my current phonetic inventory size is very small. so I don't want to tie my current triphone.

    Thanks in advance!

     
    • Daniel Povey

      Daniel Povey - 2015-07-13

      You could try setting the num_leaves to the cube of the number of
      phones in your inventory, and turn off the clustering (I believe
      setting cluster-thresh to zero does this, but I forget where in the
      script this is to be done). If you have sparse data, though, it might
      still do some tying.
      Dan

      On Sun, Jul 12, 2015 at 4:45 PM, blculiwei blculiwei@users.sf.net wrote:

      Dear all,

      I know from context-independent to context-dependent scheme, there will be
      too much state leading to insufficient training. so we need to using
      clustering technique to reduce state or tie state. My question is how to
      control this process, for example, I don't want to tie state, because my
      current phonetic inventory size is very small. so I don't want to tie my
      current triphone.

      Thanks in advance!


      How to control the state clustering (triphone)


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