Gender Recognition by Voice

Will it be the voice of a man or a woman?

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🆘 Description

In this project I used LightGBM Classifier to predict a person's gender by voice. After that, I created a Web UI to record the voice and generate the prediction (the streamlit custom component was created by Stefan Rummer and is available here).

💻 Technologies Used

• Python
• Pandas
• NumPy
• Scipy
• StatsModels
• MatPlotLib
• Seaborn
• Scikit-Learn
• LightGBM
• XGBoost
• Streamlit

🔥 Project

• The complete project is available here
• The web app is available here
• Streamlit Audio Recorder is available here

📖 License

MIT