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.

Learned prototypes¶

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