Setup

Clone and install packages

1. git clone https://github.com/cipher10111/gender-classification.git
2. cd gender-classification
3. for linux python3 -m venv ./venv
4. source venv/bin/activate
5. pip install -r requirements.txt
6. source .env
7. ./manage.py runserver

Steps

1. Download audio files (http://www.repository.voxforge1.org/downloads/SpeechCorpus/Trunk/Audio/Main/16kHz_16bit)
2. Extract features from the audio files and save features.csv
3. Data visualization
4. Train the model and parameter tuning
5. predict output

Demo