Скачать с ютуб 19. Melody generation with transformers - Generative Music AI в хорошем качестве

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... Get the lecture slides: https://github.com/musikalkemist/gene... Website of the Generative Music AI Workshop in Barcelona: https://www.upf.edu/web/mtg/generativ... Sign up to The Sound of AI Slack Community to join the discussion: https://valeriovelardo.com/the-sound-... ====================================== Interested in music AI consulting? https://thesoundofai.com/consulting.html Interested in music AI recruitment? https://thesoundofai.com/recruitment.... Become a Python ninja with my Advanced Python Programming course: https://the-sound-of-ai-academy.teach... Connect with Valerio on LinkedIn:   / valeriovelardo   Follow Valerio on Twitter:   / musikalkemist   ====================================== 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?