Well I'm a dutch guy and I have NEVER heard anybody say EYE-BAH-NEZ. I believe (and I'm almost certain) it's EE-BAH-NEZ.
I think the use of eye-etc. is typical for the english-speaking countries. English/american english speaking people can't pronounce 'Amsterdam' either...