My favorite definition of Filk Music:
Filk == Folk, especially for very round values of ‘i’ or very skinny values of ‘o’.
Here’s what Wikipedia has to say about it.
Filk is a form of music created from within [science fiction] fandom, and performed generally late at night at science fiction conventions.
Generally SF-related folk music. Often humorous, but not necessarily.