Creative Machines - Speaker Deck

Creative Machines

by Joseph Wilk

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Creative Machines Joseph Wilk

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Romance

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Creativity

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Historical Creativity Psychological

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Combination

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Combination

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Exploration

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Exploration

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Transformation

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Transformation

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Transformation

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Creative Machines

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Entropy Death = Chaos

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Music

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Complexity

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Capture Human creativity

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Delta Theta Alpha Beta Gamma

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Test subject: X

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HUMAN BRAIN

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An Integrated Model of Musical Creativity

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Allusion “Creativity relies in part on the juxtaposition of allusions to the work of others” David Cope

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https://github.com/josephwilk/musical-creativity/blob/master/src/musical_creativity/allusion/sorcerer.clj

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Recombinance “Creativity does not originate from a vacuum” David Cope

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beat beat beat beat beat beat beat beat beat Composition

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beat beat beat beat beat beat beat beat beat

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beat beat beat beat beat beat beat beat beat

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beat beat beat beat beat beat beat beat beat

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beat beat beat beat beat beat beat beat beat

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beat beat beat beat beat beat beat beat beat beat beat beat beat beat beat beat beat beat

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beat beat beat beat beat beat beat beat beat beat beat beat beat beat beat beat beat beat

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beat Leading voice beat beat beat beat beat beat beat beat 72 72 72 72 {:start-notes '(53 57 62 65) :destination-notes '(45 57 64 72) :events '((22000 53 500 4 96) (22000 57 1000 3 96) (22000 62 1500 2 96) (22000 65 1000 1 96) (22500 55 500 4 96) (23000 57 1000 4 96) (23000 57 1000 3 96) (23000 64 1000 1 96) (23500 61 500 2 96)) :voice-leading '((4 -8 0 b43800b-14) (9 -8 2 b43800b-14) (12 -8 7 b43800b-14) (5 0 2 b43800b-14) (8 0 7 b43800b-14) (3 2 7 b43800b-14))} Beat store

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{:start-notes '(53 57 62 65) :destination-notes '(45 57 64 72) :events '((22000 53 500 4 96) (22000 57 1000 3 96) (22000 62 1500 2 96) (22000 65 1000 1 96) (22500 55 500 4 96) (23000 57 1000 4 96) (23000 57 1000 3 96) (23000 64 1000 1 96) (23500 61 500 2 96)) :voice-leading '((4 -8 0 b43800b-14) (9 -8 2 b43800b-14) (12 -8 7 b43800b-14) (5 0 2 b43800b-14) (8 0 7 b43800b-14) (3 2 7 b43800b-14))} beat beat beat beat beat beat beat beat beat 72 72 72 72 (4 -8 0 b43800b-14) 53 - 45 57-53 57-57 Leading voice Beat store

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{:start-notes '(53 57 62 65) :destination-notes '(45 57 64 72) :events '((22000 53 500 4 96) (22000 57 1000 3 96) (22000 62 1500 2 96) (22000 65 1000 1 96) (22500 55 500 4 96) (23000 57 1000 4 96) (23000 57 1000 3 96) (23000 64 1000 1 96) (23500 61 500 2 96)) :voice-leading '((4 -8 0 b43800b-14) (9 -8 2 b43800b-14) (12 -8 7 b43800b-14) (5 0 2 b43800b-14) (8 0 7 b43800b-14) (3 2 7 b43800b-14))} beat beat beat beat beat beat beat beat beat 72 72 72 72 {"bach-45-57-64-72" {:beats ("b43800b-15" "b43600b-62" "b43300b-10" "b43100b-2")}} Lexicon Beat store Leading voice

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Recombinance DEMO

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CHEAT!

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BAD Recombinance DEMO

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Influence “Creativity develops within enfolding and influencing context, and not in isolation” David Cope

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Knowledge “Creativity requires learning and knowledge in order to produce useful rather than arbitrary results” David Cope Learning Inference

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Inference & Analogy

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David Cope Emily Howell

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Creative Machines Joseph Wilk

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“it can do whatever we know how to order it to perform” “it has no pretensions whatever to originate anything”