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About pocketsphinx-0.8 HMM

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2016-06-30
2016-07-11
  • stevenyslin

    stevenyslin - 2016-06-30

    Hello,

    In pocketsphinx-0.8, there have a tdt_sc_8k model in "pocketsphinx-0.8\pocketsphinx-0.8\model\hmm\zh".
    Is there information about the file?
    (1) Such as how many people record the voice?
    (2) How many training data ?
    (3) How many hours does the model requires of training?

    Thanks for your help

     
  • stevenyslin

    stevenyslin - 2016-07-11

    Dear sir,

    Really thanks a lot, so it looks like that:
    tdt_sc_8k => Topic Detection and Tracking _ Simplified Chinese _ 8000 sample rate

    My question:
    If I use tdt_sc_8k to be my model, and using testing data which have 16000 sample rate.
    Does it will have a great impact on the recognition rate ?
    Because I use testing data which have 16000 sample rate, the accuracy seems like very good.

    Thanks for your help again.

     
    • Nickolay V. Shmyrev

      8khz recognition is usually 10% worse than 16khz.

      Overall, you need bigger model than tdt, it is not going to be accurate. So you need to collect your data anyway.

       

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