Yes, you need to have a great voice to begin with however similar to having 5 fingers does not make you an artist, having a great voice alone can not make you a voice star.
However, voice work is a lot more than merely reading a script. The most typical sort of voice over artist is the storyteller. https://tinyurl.com/2h98bst8