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Different WER: Sphinxtrain and sphinx-4

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Anonymous
2010-08-09
2012-09-22
  • Anonymous

    Anonymous - 2010-08-09

    Good evening,

    I am implementing an ASR System for Spanish language using Sphinx-4. I
    implemented the frontend, the language model, the dictionary and the acoustic
    model. I tested it with sphinx-3 (perl scripts_pl/decode/slave.pl) and i got
    WER=5.4%. After, i tested my Sphinx-4 system (i changed the tidigits
    performance test to adapt it to my files) and i got WER=21.8%. I used the same
    test data for the test, and i expected similar WER but they are very
    different.

    I uploaded the test folder, the .wav and etc files at the following link:

    http://rapidshare.com/files/411114016/Consulta.rar

    Thank you very much.

    Fidelia

     
  • Nickolay V. Shmyrev

    Hello Fidelia

    After some poking I finally found the reason:

    Your pipeline was:

     <item>featureExtractor</item>
    

    But later

            <component name="featureExtraction"
                    type="edu.cmu.sphinx.frontend.feature.DeltasFeatureExtractor" />
    

    See the difference between featureExtraction vs featureExtractor. Once you'll
    fix the name accuracy will be way better. I will fix the sphinx4 so such error
    will be way easier to detect. I wanted to do that long time ago.

     
  • Anonymous

    Anonymous - 2010-08-12

    Hello Nickolay,

    I can solve the problem with your help, I really appreciate it. Thank you very
    much.

    Fidelia

     

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