Yes, you must have a good voice to begin with however similar to having 5 fingers does not make you an artist, having an excellent voice alone can not make you a voice star.
But, voice work is so much more than simply reading a script. The most common sort of voice over artist is the storyteller. https://tinyurl.com/2d53hftm