The meaning is the same and I myself would like to accept them all. At least nobody can say any of them is ungrammatical. As for the choice between 'who' and 'that', however, 'who' is more idiomatic and more common.
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MrP
"Who's that over there?"
"It's the teacher who/that teaches English."