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Speech recognition using DeepSpeech on the Switchboard dataset

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Speech Recognition project

The goals of this project are:

  • Evaluating the feasability of deploying the DeepSpeech STT (Speech-To-Text) model on a device without GPU accelaration.
  • Getting a qualitative intuition behind what goes right/wrong in prediction.
  • Getting a quantitative intuition behind what goes right/wrong in prediction (e.g. with Word Error Rate).

A PDF report is available here.