Even so, it's the most recognized way to pronounce the name in English. Yahweh is also acceptable, but isn't as widely used.
The funny thing about it is that we also don't know how Jesus' name would have been pronounced for the same reasons, but nobody ever has an issue using "Jesus", but people say "Jehovah" and it causes a stir. ¯\(º_o)/¯