In a talk Roger Modjeski (Music Reference, RAM Tube Works) said Tim de Paravicini (EAR-Yoshino) told him he could tell what a tube amp sounded like by looking at it’s transformers. Both Roger and Tim extensively studied the art and science of transformer design, and wound their own.
