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Help on Arabic Speech Recognition

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Muscha
2010-07-28
2017-02-01
  • Muscha

    Muscha - 2010-07-28

    Hi. everybody

    i am newbie in sphinx.i want to create Arabic speech recognition application
    (voice to text and text to voice)

    i have download all the latest sphinx4 package,sphinx train,sphinx3 and
    reading all the documentation in cmu website
    but i still confused n stuck..
    i have question and i need ur suggestion guys

    1. how to create dictionary and language model in Arabic language?is it can be done it this site? --->http://www.speech.cs.cmu.edu/tools/lmtool.html
    2. what are the steps that should i do to create Arabic speech recognition?either i need to record the voice first or create dictionary
    3. how to do acoustic model using Arabic language?is it same with English language?
      can u guys give me the tutorial or link that can be my resource..

    Thx for help, i really appreciated

    regard

     
  • Nickolay V. Shmyrev

    1. how to create dictionary and language model in Arabic language?is it can
      be done it this site? http://www.speech.cs.cmu.edu/tools/lmtool.html

    No, you need to do it by hand. You can write initial dictionary yourself by
    hand. Read for example

    http://www.dur.ac.uk/daniel.newman/phon5.pdf

    To create language model from text you can use cmuclmtk

    1. what are the steps that should i do to create Arabic speech
      recognition?either i need to record the voice first or create dictionary

    The same as described in tutorial

    http://cmusphinx.sourceforge.net/wiki/tutorialam

    1. how to do acoustic model using Arabic language?is it same with English
      language?

    yes

     
  • Nickolay V. Shmyrev

    And, actually there is

    https://sourceforge.net/projects/arabisc/

    Which you can just download

     
  • Muscha

    Muscha - 2010-07-29

    Tq for replying Nickolay
    i'll try to do what u suggested,but if i hv mistake i will ask again :D

    To create language model from text you can use cmuclmtk

    i have read this site --->http://cmusphinx.sourceforge.net/wiki/cmuclmtkdevel
    opment

    it is seem that i need to do manually

    i already install cygwin but i can use the configuration based on this site
    --> http://cmusphinx.sourceforge.net/wiki/cmuclmtkdevelopment

    is there any way that i can create Arabic language model without using
    cmuclmtk?
    or is there any site provide it?

    Tq

    Regard

     
  • hiyassat

    hiyassat - 2010-07-29

    do you use arabic text ?
    send your text to me nd i will make LM for you
    also if you can upload your wave or features file i can help you in developing
    acoustic model

     
  • Muscha

    Muscha - 2010-07-29

    do you use arabic text ? send your text to me nd i will make LM for you also
    if you can upload your wave or features file i can help you in developing
    acoustic model

    yes i do
    my application will input voice and convert it to text.. & input text will
    recognize the Arabic voice (text to voice)

    these are my text

    الى اين انت ذاهب؟
    انا ذاهب الى المدرسة
    كتاب
    قلم
    مدرسة
    كمبيوتر
    موسيقى
    اسود
    ابيض
    احمر
    اصفر

    What do you mean feature file?it is config.xml?

    Thank you for reply, i will upload voice as soon as i can..

     
  • B_Haddad

    B_Haddad - 2012-02-21

    Can you give us a tutor on how to use this tool

     
  • B_Haddad

    B_Haddad - 2012-02-21

    I mean the Dialog tool

     
  • hidayu kamarudin

    yes i really do hope too can someone teach on how to use the dialog tool?

     
  • maisara yasser

    maisara yasser - 2015-05-16

    salam all
    i work in Arabic speech recognition , i have a dictionary but i don't know how built language model and acoustic model can anyone tell me the steps for building the system
    thanks

     
  • maisara yasser

    maisara yasser - 2015-05-16

    how can use arabisc for acoustic model?

     
  • oumlghayth

    oumlghayth - 2017-01-26

    hello everybody,
    I'm trying to use sphinx to segment my arabic corpus using forced alignement, and i'm new to this toolkit , please how can I use it ?
    what are the steps ?
    thanks for your help :)

     
  • oumlghayth

    oumlghayth - 2017-01-26

    Hello,
    I would like to mention that i have 3.5 hours of speech with the orthographic transcription
    And I want to segment it by placing the boundries automatically in the center of the vowel.
    I don't know how to prepare files for training...
    Thx for your help

    Regards

     

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