I've begun to realize that you can listen to silence and learn from it. It has a quality and a dimension all its own.

The quote means that listening to silence can be an important and beneficial activity. Silence has something special to it, and can help a person to learn and understand something that cannot be learned by listening to noise. It is like a lesson that comes from not hearing any sound at all.