# Learned Prototypes¶

We show some prototypes that are learned on the SOL dataset with supervision, without the crossentropy loss. We show the prototypes in three scenarios: the raw prototype without deformation, a prototype with a subtle gain and pitch deformation, and the prototype deformed to play the mario theme.

## Deformation profiles¶

We show the three deformation profiles we apply to prototypes.

No deformation

Subtle deformation

Mario theme


## Learned prototypes¶

We show for each prototype of each class, the three deformed mel-spectrograms and associated audios.

Flutes/Flute