README.md

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

• NumPy
• SciPy
• scikits.talkbox
• scikit-learn

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.