Would the ISS and the moon fall to earth and stop orbiting if they there werent accelerating forward?

and in case of the moon whats giving it forward acceleration
Update: lets say human was left to float in earths orbit, obviousely he will be falling, but wil he start to orbit as well, the forward momentum is it given by earths gravity?
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