Transformers for Generative Music AI - Part 2: Decoder and Music Generation

Transformers for Generative Music AI - Part 2: Decoder and Music Generation

Valerio Velardo - The Sound of AI via YouTube Direct link

Multi-head attention

8 of 20

8 of 20

Multi-head attention

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Classroom Contents

Transformers for Generative Music AI - Part 2: Decoder and Music Generation

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  1. 1 Intro
  2. 2 Decoder intuition
  3. 3 Decoder input
  4. 4 Decoder block
  5. 5 Training / inference discrepancy
  6. 6 Masked multi-head attention
  7. 7 Add & norm
  8. 8 Multi-head attention
  9. 9 Feedforward
  10. 10 Decoder block
  11. 11 Linear & softmax
  12. 12 Decoder step-by-step
  13. 13 Training a transformer
  14. 14 Music generation with transformers
  15. 15 Valerio's music generation transformer routine
  16. 16 Music data is key
  17. 17 Pros and cons
  18. 18 Most promising research
  19. 19 Key takeaways
  20. 20 What's up next?

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