The process of barrel aging adds unique qualities to the wine. Oak barrels add aromas of oak, vanilla, caramel, tobacco, and chocolate to wine.
Barrel aging also adds tannins to wines. This is one of the reasons why white wines aged in barrels have a higher body and complexity.