MUNRA trains tiny neural networks (<50M params) to generate audio for creative music production.
Most audio AI optimizes for perfection. MUNRA optimizes for character:
Drummer
Generates drum loops and percussion. Trained on found sounds and acoustic objects.
Work in progress — ~20M params
Voice Reciter
Generates spoken word and vocal textures. Trained on recitations and phonemes.
Work in progress — ~28M params
Drone Generator
Generates pads and evolving textures. Trained on synths and guitar feedback.
Work in progress — ~22M params
Each model's development is documented in experiments.
View experiments →