sampling on the corpus of giants

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notes on algorithmic composition using markov models

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sampling on the corpus of giants

  1. 1. SAMPLING ON THE CORPUS OF GIANTS notes on algorithmic composition using markov models Maximilian Karasz Friday, December 20, 13 @mknoszlig
  2. 2. MARKOV MODELS http://en.wikipedia.org/wiki/File:Andrei_Markov.jpg Friday, December 20, 13
  3. 3. MARKOV MODELS sunny: 0.4 0.5 0.3 0.6 cloudy: 0.3 0.1 rainy: 0.3 0.4 Friday, December 20, 13 0.1
  4. 4. MARKOV MODELS sunny cloudy rainy sunny 0.4 0.5 0.1 cloudy 0.3 0.3 0.4 rainy 0.1 0.6 0.3 Friday, December 20, 13
  5. 5. DUDE, WHERE’S MY CONTEXT? http://imgur.com/N0l6L Friday, December 20, 13
  6. 6. DUDE, WHERE’S MY CONTEXT? http://imgur.com/N0l6L Friday, December 20, 13
  7. 7. MARKOV MODELS sunny cloudy rainy sunny 0.4 0.5 0.1 cloudy 0.3 0.3 0.4 rainy 0.1 0.6 0.4 Friday, December 20, 13
  8. 8. MARKOV MODELS sunny rainy s-s 0.25 0.5 0.25 c-s 0.4 0.4 0.2 r-s 0.1 0.6 0.3 s-c 0.2 0.5 0.3 c-c 0.4 0.2 0.4 r-c 0.1 0.6 0.3 s-r 0.4 0.4 0.2 c-r 0.1 0.4 0.5 r-r Friday, December 20, 13 cloudy 0.1 0.6 0.3
  9. 9. MUSICAL DIMENSIONS Friday, December 20, 13
  10. 10. MUSICAL DIMENSIONS Friday, December 20, 13
  11. 11. MUSICAL DIMENSIONS Friday, December 20, 13
  12. 12. PITCH Friday, December 20, 13
  13. 13. PITCH Friday, December 20, 13
  14. 14. TIME Friday, December 20, 13
  15. 15. TIME Friday, December 20, 13
  16. 16. TIME Friday, December 20, 13
  17. 17. TIME Friday, December 20, 13
  18. 18. HARMONY Friday, December 20, 13
  19. 19. HARMONY Friday, December 20, 13
  20. 20. DATA PLZ! Friday, December 20, 13
  21. 21. VOICE EXTRACTION Friday, December 20, 13
  22. 22. VOICE EXTRACTION Friday, December 20, 13
  23. 23. VOICE EXTRACTION Friday, December 20, 13
  24. 24. PHRASE MAPPING Friday, December 20, 13
  25. 25. Friday, December 20, 13
  26. 26. Friday, December 20, 13
  27. 27. Friday, December 20, 13
  28. 28. Friday, December 20, 13
  29. 29. Friday, December 20, 13
  30. 30. Friday, December 20, 13
  31. 31. Friday, December 20, 13
  32. 32. Friday, December 20, 13
  33. 33. LET’S BUILD A MODEL! Friday, December 20, 13
  34. 34. SINGLE DIMENSION pitch time harmonies Friday, December 20, 13
  35. 35. ASSEMBLY Friday, December 20, 13
  36. 36. SOME MORE EXAMPLES Friday, December 20, 13
  37. 37. THANKS! FIND THE CODE HERE: https://github.com/josephwilk/musical-creativity Friday, December 20, 13

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