If you don't need the split supply to have tracking capability (where one adjustment changes both +ve and -ve voltages at the same time) you can simply get a second supply with floating output and just connect them together.
This video gives a great insight...
If you happen to have a plugpack with the right voltage and current capacity for one of the rails, you can use that. It's output will be floating.