Cry of Homer Simpson (3)
I believe the answer is:
doh
(Other definitions for doh that I've seen before include "whoops!" , "How foolish of me" , "It begins the tonic solfa" , "First and eighth note in tonic sol-fa" , "Silly me!" .)