The origin of the phrase originated from the way that they usually speak, which is usually slow, and often times sounding very, very, high. i.e. "wooooaaaahhh duuuddde"
Sometimes,, they aren't even high at the time. This is the worst type of woah dude.
God I hate Woah Dude's.