This AI Recognises Moods in Songs and Explains How It Does It

This AI Recognises Moods in Songs and Explains How It Does It

Valerio Velardo - The Sound of AI via YouTube Direct link

Weights of linear layer

13 of 17

13 of 17

Weights of linear layer

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This AI Recognises Moods in Songs and Explains How It Does It

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  1. 1 Intro
  2. 2 Join the community!
  3. 3 Automatic music emotion recognition
  4. 4 What do we feed to the network?
  5. 5 Problem
  6. 6 Idea
  7. 7 What are mid-level perceptual features?
  8. 8 Datasets
  9. 9 Three architectures to predict emotion
  10. 10 Architecture details
  11. 11 Experimental results
  12. 12 How can we explain the results?
  13. 13 Weights of linear layer
  14. 14 Song explainability
  15. 15 Possible applications
  16. 16 What have we learnt?
  17. 17 Join the discussion!

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