I don't know the song or the woman so I cannot comment but I agree with Lemoneye. It would be perfectly OK to say "I don't know why I didn't come" for instance, in reply to the question "why didn't you attend the meeting last night?". The act of leaving out the implied to the meeting after I don't know why I didn't come is called an elipses.