Yes, you must have a good voice to begin with however much like having 5 fingers does not make you an artist, having a good voice alone can not make you a voice actor.
However, voice work is so much more than just checking out a script. The most common sort of voice over artist is the narrator. https://tinyurl.com/yk8vdyea