Yes, you should have an excellent voice to start with but just like having 5 fingers does not make you an artist, having an excellent 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/2dmt7at6