Aragorn probably did know the language of Harad, and possibly even other languages of the southern lands, he said he had travelled to those lands of the far south "where the stars are strange," remember?
And he spoke Rohirric, he had ridden with an eored at some point in his life. (Gandalf I am sure also spoke Rohirric.)
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Out went the candle, and we were left darkling
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