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Question Answering Bot, works offline

Does the following:

  • Checks if a face is in front of the camera
  • If faces > 0, start interaction with user
  • Ends conversation after certain number of questions
  • Restarts when detects a human facing the camera

Uses the following ML/DL models:

  • WHISPER base for SPEECH TO TEXT
  • HAAR CASCADE FRONTAL FACE model for FACE DETECTION
  • CUSTOM TRAINED GRU model for TEXT CLASSIFICATION on custom dataset of questions

Other tools:

  • Python's soundreduce for NOISE SUPPRESSION
  • Bhashini english Female1 for recorded RESPONSES