Yes, you need to have a good voice to start with but much 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 a lot more than simply reading a script. The most typical sort of voice over artist is the storyteller. https://tinyurl.com/trwa8buu