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README.md

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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