audio file processing and machine learning to discriminate male/female voice
Switch branches/tags
Nothing to show
Clone or download
Latest commit f97c042 Mar 22, 2018

README.md

voice-gender-classifier

This repo contains python code for audio signal processing and machine learning methods for automated gender discrimination based on audio recordings

Please refer to the notebook for details:

voice-gender-classification.ipynb

The main steps are

  • Scrape-download and unzip all the audio files: scrape.py

  • Audio signal processing, frequencies and featues extraction featureExtractor.py

  • Machine learning methods. classifier.py

Plots for individual wav files can be obtained with the code on sample_plots.py