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 good voice alone can not make you a voice actor.
But, 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/22y4n7el