Yes, you should have a great voice to begin with but much like having 5 fingers does not make you an artist, having an excellent voice alone can not make you a voice actor.
However, voice work is so much more than merely reading a script. The most common sort of voice over artist is the storyteller. https://tinyurl.com/yvseke7f