Yes, you should have a good 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 actor. But, voice work is a lot more than simply reading a script. The most common sort of voice over artist is the storyteller. What do you like about theirs, what don't you like. Start gathering copy (scripts) that fit your style.