Small ONNX models for rhythm-pattern variation, melodic-pattern variation, and vocal-effect control.

The models accept numeric control tensors and return bounded control suggestions. They do not render audio and do not contain recordings, lyrics, or user data.

See manifest.json for model roles, tensor interfaces, licenses, file sizes, and integrity hashes.