https://github.com/pier-maker92/bachsformer

A Bach music generator with Artificial Intelligence. This model is made by a VQ-VAE + Transformer (decoder-only). Sequences of midi 1 quarter length are compressed into 16 codebooks via VQ-VAE and a transformer learns how to generate the codebooks sequence to obtain a midi score.
https://github.com/pier-maker92/bachsformer

ai-generation bach deep-learning music-ai music-generation-deep-learning transformers vq-vae

Last synced: 5 months ago
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A Bach music generator with Artificial Intelligence. This model is made by a VQ-VAE + Transformer (decoder-only). Sequences of midi 1 quarter length are compressed into 16 codebooks via VQ-VAE and a transformer learns how to generate the codebooks sequence to obtain a midi score.

• Host: GitHub
• URL: https://github.com/pier-maker92/bachsformer
• Owner: pier-maker92
• License: mit
• Created: 2022-12-12T10:58:01.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-09-21T08:54:59.000Z (over 2 years ago)
• Last Synced: 2025-08-10T12:36:35.802Z (10 months ago)
• Topics: ai-generation, bach, deep-learning, music-ai, music-generation-deep-learning, transformers, vq-vae
• Language: Python
• Homepage:
• Size: 21.1 MB
• Stars: 43
• Watchers: 3
• Forks: 6
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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• awesome-midi-repos - bachsformer by pier-maker92