There are many ways to download the audio portion of a YouTube video as an MP3 (VidToMP3.com, FLVto.com). And it's clear that a lot of people use YouTube as sort of a "pirate audio" storage place. Individual songs are easy enough to find.
But what do you if you want stock sound effects? These can be harder to find.