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Machine learning lie detector

Setup

I will not publish the values of the parameters needed to run this code because these values are sort of subjectives and because keeping them for myself will keep me a little ahead (presumably. Instead, I will publish the empty configuration file: locals.cfg.template.

Thoughts log:

  • Download you tubes "interviews" of all kinds
  • Extract audio
  • Heuristic way to select audios without background music
  • Extract from audio short segments, that is, words or voice sounds
  • Extract features from segments
  • Normalize
  • Make clusters
  • Decision point

If interested, contact me through github.com. Comments and suggestions would be greatly appreciated!

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