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This episode of Neural Notes explores text2midi, the breakthrough end-to-end model that converts textual descriptions directly into symbolic MIDI music files,. We reveal how this system utilizes Large Language Models (LLMs) to give users unprecedented control, allowing them to generate compositions simply by typing prompts that specify elements like chords, keys, and tempo,. Discover how text2midi streamlines the music creation process, generating compositions with superior long-term structure, and making AI-guided composition accessible to expert composers and everyday users alike.

Original paper:

Bhandari, K., Roy, A., Wang, K., Puri, G., Colton, S., & Herremans, D. (2025, April). Text2midi: Generating symbolic music from captions. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 39, No. 22, pp. 23478-23486).

Read the paper here.

Inside the text2midi Architecture