19. Melody generation with transformers - Generative Music AI

Learn how to implement a transformer architecture in TensorFlow to generate melodies end to end. You’ll learn about melody encoding, dataset preprocessing, model building, training, and inference.

Get code:
https://github.com/musikalkemist/gene...

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https://github.com/musikalkemist/gene...

Website of the Generative Music AI Workshop in Barcelona:
https://www.upf.edu/web/mtg/generativ...

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https://valeriovelardo.com/the-sound-...

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Content
0:00 Intro
0:48 What we'll build
7:13 Code overview
7:29 Melody dataset
9:03 MelodyPreprocessor
19:57 Transformer
28:12 Encoder
36:34 EncoderLayer
40:28 Decoder
43:25 DecoderLayer
48:30 MelodyGenerator
54:54 Train script
1:06:19 Runing the train script
1:08:48 Experimenting with the code
1:11:25
What's up next?