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cam-mapping

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HassanHayat08 / Interpretable-CNN-for-Big-Five-Personality-Traits-using-Audio-Data

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We developed an interpretable CNN for big five personality traits using human speech data. This project discovers the different frequency patterns of a human voice with respect to each five personality traits. This project will help us to understand the apparent personality of a human using his/her voice.

audio-features spectrogram mfcc personality-traits layer-weights conv-features cam-generation cam-mapping 2d-mel-spectrogram summary-spectrogram
  • Updated Sep 29, 2020
  • Python

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