I'm sure there are different ways of doing it, but I've used rubbing alcohol, sandpaper, and a wire brush. The first thing I do is rumple the leather to get creases into the piece. Imagine crumpling a piece of paper and do that with the leather.
Then use the sandpaper but be cautious because...