Another vote for P-Touch. The material also comes in white, black, and clear.
Paper held on with clear tape works well also. The Dymo labels, as Tony has been mentioned, are too stiff and tend to curl, especially a small piece, as you probably need on your drawer fronts.
Ron WA2EIO