Talking Machine
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Innovation award Nominee: 2x Winner: 1x | |||||||||||||||||||
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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
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
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Text processing | Manipulating and validating text data | View top rated classes |
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Artificial intelligence | Automation of tasks using human-like intelligence | View top rated classes |
| Innovation Award | ||
 April 2007 Number 2 Prize: One book of choice by Packt |
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 |
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If you know an application of this package, send a message to the author to add a link here.| Files |
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| File | Role | Description |
|---|---|---|
| TM.php |
Class | Talking Machine class & command line |
| train_computers_en.txt |
Data | Example text training for english |
| train_computers_es.txt |
Data | Example text training in spanish |
| train_computers_fr.txt |
Data | Example text training in french |
| tutorial |
Doc. | TExt tutorial about the command line tool |
| Download all files: tm.tar.gz tm.zip |
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