There are two main things it does:
First off, it will help seal a bond between you and the child. Children who are read stories or told stories are getting good quality time with you and they're well aware of it. Such attention works wonders as far as creating a stable, happy child.
Second, hearing your voice will aid in his development of good pronunciation and sentence structure, without the necessity of going into grammar. It's a good foundation for later building blocks.