Are you using clipless pedals? That's the exact same sound my husband had with some very creaky pedals. It would be fine at first and the more he rode the more they creaked. Standing to go up a hill was the worst. You might try a shot of lube on them before your next ride and see if that eliminates your creak.
Stephanie