"And this, I do not want to know."
-Fatty Whale
Just like the Kirby Wiki, Fatty Whale is a big, puffy whale that looks good in a Popeye suit.
I'm sure we can fill in the blank here.
From the voice of Kronk, Patrick Warburton does the voice of Fatty Whale.