Accepted at ISMIR 2025!
Paper Abstract
Overall pipeline of ITO-Master
Training pipeline of Mastering Style Converter $\Psi$. During this phase, Reference Encoder $\Phi$ is trained using diverse mastering styles generated by random FX manipulation $f$. The target signal $y$ is synthesized by applying the same manipulation to segment $A$ as to reference segment $B$, both from the same song.
ITO is performed using an auxiliary (content-independent) objective function, allowing any reference music. Users can optimize $z_\text{ref}$ based on their preferences for both the reference and objective function.