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Class: Talking Machine


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      Classes of Francisco Arias  >  Talking Machine  >  Download  >  Support forum Support forum  >  RSS 1.0 feed RSS 2.0 feed Latest changes  >  Stumble It! Stumble It!  >  Bookmark in del.icio.us Bookmark in del.icio.us  
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  • Screenshots:

    Talking machine command line tool
    File Role Description
    Accessible without login Image file TM.jpg Screen Talking machine command line tool

  • Supplied by:

    Picture of Francisco Arias
    Name: Francisco Arias <e-mail contact>
    Published packages: 2
    Country: Spain Spain - PHP jobs in Spain
    Home page: ???
    Age: 38
    All time rank: 339
    Week rank: 371

    Browse this author's classes

  • Innovation Award:

    PHP Programming Innovation award nominee
    April 2007
    Number 2
    		 Sometimes you need to generate a word or whole phrase in a given language.

    So, you need to have a program that generates words that actually exist and make sense within a given context, like for instance, generating easy to spell passwords or phrases that could part of a real speech.

    This class implements an interesting solution that uses machine learning techniques to learn an idiom from an existing texts. Then it can generate single words or even phrases in that idiom from the words it previously learned.

    Manuel Lemos

  • Groups:

    Group folder image Text processing Manipulating and validating text data View top rated classes
    Group folder image Artificial intelligence Automation of tasks using human-like intelligence View top rated classes

  • Detailed description:

    This class can be used to generate a text with words in a given idiom by using machine learning techniques to make the class learn that idiom.

    It can be trained to learn an idiom using files with text written in that idiom. The results of the training are stored in a statistics file.

    Then the class can generate a set of words in that idiom using the knowlegde of the idiom obtained during the training phase.

    The class can either:

    - Generate passwords of arbitrary length in that idiom,
    - Generate a speech of arbitrary number of words
    - Let the user dialog with the talking machine by generating phrases based on what the user types

  • User ratings:

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  • Applications that use this class:

    No application links were specified for this class.
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  • Files:

    File Role Description
    Plain text file TM.php Class Talking Machine class & command line
    Plain text file train_computers_en.txt Data Example text training for english
    Plain text file train_computers_es.txt Data Example text training in spanish
    Plain text file train_computers_fr.txt Data Example text training in french
    Plain text file tutorial Doc. TExt tutorial about the command line tool
    Download all files: tm.tar.gz tm.zip
    NOTICE: if you are using a download manager program like 'GetRight', please Login before trying to download this archive.

 
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