Verify generalization across synthesis paradigms
Determine whether the proposed joint distribution flow matching approach for synthesizer inversion generalizes to synthesis paradigms beyond those evaluated with Surge XT and Dexed.
References
While we expect our method to generalise to other synthesis paradigms, we have not empirically verified this.
— Off-manifold robustness in synthesizer inversion with joint distribution flow matching
(2609.29320 - Hayes, 24 Sep 2026) in Ethics Statement