I don't sing... but I have had a similar experience on the fiddle. I can play a tune perfectly at home and I lose one note and then the whole "B" part is gone... sometimes the next time through it too. Then I worry about it happening again the next time.
And sometimes it does, just because I knew that was the spot I messed up the last time.