"That wasn't contrived, as much as you'd like to convince us"

Sorry SRS, that's how TV works. How long do you think it takes to set up a shot of people tittering? If the panel weren't in on it the production crew were.
It doesn't detract anything from her performance which was excellent. A marvellous singer.