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GMM Voice Recognizer

This is a MFCC-GMM-based voice recognizer implemented in Python. This repository contains a standalone application to be used for testing.

What is in here?

  • The standalone version is contained in voicerecognizer.py.
  • More information about the implementation can be found in the GMM Voice Recongnizer - Writeup.pdf file.

Using the standalone version

Dependencies

Deployment

voicerecognizer.py can be run from the commandline as such:

python voicerecognizer.py trainingdir testdir

where trainingdir is a directory containing all of the training files and testdir is a directory containing all the testing files.

Authors

Arlie Coles and Ines Patino Anaya built this tool for the course LING 550 - Computational Linguistics at McGill University.

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A GMM-based voice recognizer implemented in Python.

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