Yes, you should have a great voice to start with but simply like having 5 fingers does not make you an artist, having a good voice alone can not make you a voice actor.
But, voice work is so much more than merely reading a script. The most common sort of voice over artist is the narrator. https://tinyurl.com/26dd5gpq