Yes, you must have a good voice to start 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 a lot more than merely reading a script. The most common sort of voice over artist is the narrator. https://tinyurl.com/2mtdxouo