"A" or "An"

I recently saw a reference to "An White House enquiry"; I was brought up putting "An" in front of words begining with a vowel, "A" in front of others. For some historical reason which escapes me the letter "H" got the "An" treatment too, don't tell me the letter "W" gets it as well, I'm going to get confused. What's the deal?