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yamnet

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An AI-powered proctoring tool for secure online exams. Uses YOLOv5 for object detection, MTCNN for face detection, YAMNet for audio detection, and PyQt5 for the UI. Enforces fullscreen mode, disables shortcuts, and provides real-time monitoring with violation tracking. Scalable and resource-efficient.

  • Updated Apr 3, 2025
  • Python

This repository contains a machine learning-based system to detect deepfake (synthetic) voices. It leverages audio feature extraction techniques such a Yamnet , and deep learning models (ANN,CNN, RNN) to distinguish real and fake audio. The project includes data preprocessing, model training, evaluation, and a simple API for inference.

  • Updated Feb 23, 2025
  • Jupyter Notebook

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