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Lipreading With Machine Learning In PyTorch

A PyTorch implementation of the models described in Combining Residual Networks with LSTMs for Lipreading by T. Stafylakis and G. Tzimiropoulos. Adapted from the Torch7 code.

Usage

  • Install Python 3.
  • Clone the repository.
  • Run pip3 install -r requirements.txt to install project dependencies.
  • to use, run python3 main.py.

Dependencies

  • Python 3 to run the program
  • PyTorch for tensors, network definition and backprop
  • ImageIO to load video clips
  • NumPy to visualize individual layers

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Lip Reading in the Wild using ResNet and LSTMs in PyTorch

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