Yeah, everyone I talk to in real life (and remember, I own a game store, so I'm talking about even there) just calls it D&D.
Sometimes, "the new books".
I've certainly heard it be called "Five Point Five" aloud by a walk-in or two, but the speaker is clearly the kind of person who hangs out...