Yes, you must have a good voice to start with however simply 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 so much more than simply checking out a script. The most common sort of voice over artist is the storyteller. https://tinyurl.com/ykzgrhdz