Here's the answer:
“デザートは別腹です”
(dezāto wa betsu bara desu)
Watch a real native speaker say it:
Here's how it sounds in a textbook:
Fun fact: the hundreds of thousands of people learning Japanese with Memrise get this phrase correct 91.52% of the time!
