Yes, you must have a good voice to start with however much like having 5 fingers does not make you an artist, having a great 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/2ucb43vn