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keysniff's Introduction

keysniff

typed text reconstruction based on audio only

todo

  • data collection
  • data preprocessing
  • supervised learning
  • deployment

data preprocessing

  • sync audio chunks with keypress
  • create mel spectrogram
  • convert keypress to model targets
  • store results

scripts

name function
analytics.py Analyze collected data distribution
collect.py Data collection pipeline
models.py Pytorch deep learning models
preprocess.py Data preprocessing, creating single data file
test.py Testing validation results
train.py Used to train models from models.py
util.py Utility functions

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