Since Rega's are almost suspensionless (their rubber feet are pretty ineffectual), what they sit on greatly effects their sound. A good isolation shelf (a Symposium Acoustics Segue Iso, Townshend Audio Seismic Footers, or even a DIY inner tube under plywood, all assisted with RollerBlocks) will cure that.
