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Content provided by Keizo Akutagawa and Start by Keizo Akutagawa. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Keizo Akutagawa and Start by Keizo Akutagawa or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
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AI Bach GANS

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Manage episode 281298139 series 1122024
Content provided by Keizo Akutagawa and Start by Keizo Akutagawa. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Keizo Akutagawa and Start by Keizo Akutagawa or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
This music was composed by AI with deep learning algorithm which used standalone Keras with a Tensorflow 1.14 backend. It was trained by Bach's four-tone chorus dataset of 229 songs and played on LogicPro X. Using the method of extracting the characteristics of the composer by calculating the probability distribution of the pitch and length of the note that comes after each note. The official code repository for examples in the O'Reilly book 'Generative Deep Learning' https://learning.oreilly.com/library/view/generative-deep-learning/9781492041931/ https://www.amazon.com/Generative-Deep-Learning-Teaching-Machines/dp/1492041947/ref=sr_1_1
  continue reading

125 episodes

Artwork
iconShare
 
Manage episode 281298139 series 1122024
Content provided by Keizo Akutagawa and Start by Keizo Akutagawa. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Keizo Akutagawa and Start by Keizo Akutagawa or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
This music was composed by AI with deep learning algorithm which used standalone Keras with a Tensorflow 1.14 backend. It was trained by Bach's four-tone chorus dataset of 229 songs and played on LogicPro X. Using the method of extracting the characteristics of the composer by calculating the probability distribution of the pitch and length of the note that comes after each note. The official code repository for examples in the O'Reilly book 'Generative Deep Learning' https://learning.oreilly.com/library/view/generative-deep-learning/9781492041931/ https://www.amazon.com/Generative-Deep-Learning-Teaching-Machines/dp/1492041947/ref=sr_1_1
  continue reading

125 episodes

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