A high order conservative finite difference scheme for compressible two-medium flows

•A high order finite difference scheme for compressible two-medium flows.•The scheme is conservative.•The new method can maintain high order accuracy when the solution is smooth.•WENO is applied to the primitive variables to maintain the equilibrium of velocity and pressure across the interface.