/GMM-speech-recognition

GMM model for speech recognition system

Primary LanguageJupyter Notebook

Application of Gaussian Mixture Models for feature extraction

Project presenting usage of the GMM method for feature extraction from sepeech signals.
Presented method was compared to MFCC - the the most popular method used currently for this purpose.

Project structure

  • Data - directory containing zipped training and test samples
  • Application_of_Gaussian_Mixture_Models_for_fe.pdf - fake paper, presenting theroretical aspects of speech signals, MFCC and GMM methods
  • project.ipynb - notebook containing project code
  • requirements.txt - requirements file used for setting up python environment

All other .py contains debug code or code fragments extracted from .ipynb for unknown reason :)