[hw] vs. [w]

Which old witch?
[hwɪtʃ] vs. [wɪtʃ]

To help us all understand the point, our Diction class pointed me to this famous scene from "Family Guy."

So is it Cool [hwɪp] or Cool [wɪp] ?  The pertinent scenes start at :52.