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README.md

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Code Structure

  1. Have the data in data folder as a subdirectory to your project folder
  2. Have the embeddings folder as a subdirectory to your project folder
  3. Features are generated in Features/(modality) directory

Architecture

  1. Extract features from each of the modalities
  2. Pass the features through a fusion model
  3. Pass the fused features through an MLP followed by a softmax output to detect truth or lie.

Transcript Features

transcript_features_1 - BERT base

Audio Features

Video Features

Affect features