I'm Irish, I have always pronounced it haitch.  Got into a debate with an English person about this a few years ago and remembered that my old English teacher is connected to me on Facebook.  He has a P (haitch) D in English.. 

His answer was that both are accepted as correct.  

So, I let it go.

Now, if only we could get them to pronounce HERBS correctly.

No chance