0
SAMPLING ON THE
CORPUS OF GIANTS
notes on algorithmic composition using
markov models

Maximilian Karasz

Friday, December...
MARKOV MODELS

http://en.wikipedia.org/wiki/File:Andrei_Markov.jpg
Friday, December 20, 13
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
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...
DUDE, WHERE’S MY
CONTEXT?

http://imgur.com/N0l6L

Friday, December 20, 13
DUDE, WHERE’S MY
CONTEXT?

http://imgur.com/N0l6L

Friday, December 20, 13
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...
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....
MUSICAL DIMENSIONS

Friday, December 20, 13
MUSICAL DIMENSIONS

Friday, December 20, 13
MUSICAL DIMENSIONS

Friday, December 20, 13
PITCH

Friday, December 20, 13
PITCH

Friday, December 20, 13
TIME

Friday, December 20, 13
TIME

Friday, December 20, 13
TIME

Friday, December 20, 13
TIME

Friday, December 20, 13
HARMONY

Friday, December 20, 13
HARMONY

Friday, December 20, 13
DATA PLZ!

Friday, December 20, 13
VOICE EXTRACTION

Friday, December 20, 13
VOICE EXTRACTION

Friday, December 20, 13
VOICE EXTRACTION

Friday, December 20, 13
PHRASE MAPPING

Friday, December 20, 13
Friday, December 20, 13
Friday, December 20, 13
Friday, December 20, 13
Friday, December 20, 13
Friday, December 20, 13
Friday, December 20, 13
Friday, December 20, 13
Friday, December 20, 13
LET’S BUILD A MODEL!

Friday, December 20, 13
SINGLE DIMENSION

pitch
time
harmonies

Friday, December 20, 13
ASSEMBLY

Friday, December 20, 13
SOME MORE EXAMPLES

Friday, December 20, 13
THANKS!
FIND THE CODE HERE:
https://github.com/josephwilk/musical-creativity

Friday, December 20, 13
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sampling on the corpus of giants

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Transcript of "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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