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Realtime Phoneme Classfication with MFCC

Code base for project "Build a human-in-the-loop psychophysics speech synthesis simulator for a brain-computer interface to restore speech"

How to run

  • all configurations are done by editing config/default.yaml file, and here are some configuration entries that you need to edit before running
    • root_path: this should be the absolute path to parent folder of data & dict folder
    • run_name: the checkpoint and report will be saved / loaded with name like model_${run_name}.pt

Prerequisites

  • pytorch
  • torchaudio
  • scikit-learn
  • hydra
  • tqdm
  • loguru

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