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Audio emotion recognition with deep neural networks, TESS dataset.

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TESS_CNN

In this repository deep-learning techniques are applied to classify emotions in the audio domain. Concretelly, 7 cardinal emotions are going to be classified: anger,disgust, fear, happinnes, neutral,surprise and sadness. To build the application, this tasks are followed in order:

  • Load audio files
  • Data visualization
  • Data normalization. (Optimization, augmentation...)
  • Neural net model.

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Audio emotion recognition with deep neural networks, TESS dataset.

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