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

Intro

1 of 17

1 of 17

Intro

Class Central Classrooms beta

YouTube playlists curated by Class Central.

Classroom Contents

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

Automatically move to the next video in the Classroom when playback concludes

  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!

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.