I'd never heard of it before, but the answer makes perfect sense. Break it into two parts...
Shut up - gives the beginning
A chimp in the house, say ….. gives the next part, which could really be three words (but isn't!)
The whole thing must mean 'workout video', but I haven't checked my dictionaries.