It has been a while since my kids watched Cbeebies, the BBC channel for young children, so it's not surprising that this passed me by. My daughter came running in from the living room and shouted "I've just heard the Diddy Laugh!"
I have trained her well.
The laugh is very quiet, at about 10 seconds into the opening titles.