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Arabic Language Model - WORD ERROR RATE: 89.1%

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ehab ahmad
2019-02-15
2019-02-23
  • ehab ahmad

    ehab ahmad - 2019-02-15

    hello every one
    i've been able to build an arabic LM after reading the tutorial here
    with about 5 different voices and about 2 minutes of recordings
    the language model aims to recognize arabic digits but i have a very low accuracy and only the last word is being detected?
    what i should do to improve the accuracy ?
    please help

     
    • Nickolay V. Shmyrev

      Add more training data, not necessary digits.

       
  • ehab ahmad

    ehab ahmad - 2019-02-23

    Hello : Nickolay V. Shmyrev
    Update: Please help "it's been 2 months trying to get a result :)"
    i have a 202 word now and 34 sentences and 34 recordings
    the LM is built but training faild with this error ON ALL MY RECORDINGS :

    Failed to align audio to trancript: final state of the search is not reached

    this is the whole project in the attachments and the log file is included
    what am i doing wrong???

     
    • Nickolay V. Shmyrev

      You do not have enough data for training. Tutorial recommends at least 10 hours of speech for single speaker.

       
  • ehab ahmad

    ehab ahmad - 2019-02-23

    on every recording i add i got the same error that the recording is ignored and it faild to align with the transcription
    shouldn't i get a high WER warning instead of this errors if the recordnigs number was the cause of this and they werent enough??

     
    • Nickolay V. Shmyrev

      shouldn't i get a high WER warning instead of this errors if the recordnigs number was the cause of this and they werent enough??

      No

       

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