High Quality Content by WIKIPEDIA articles! "Touch Me Like That" is a dance-pop song performed by Dannii Minogue and Jason Nevins. The song was written by Jason Nevins, Lisa Molina, Sylvester James and James Wirrick. It samples the melody of the disco song "You Make Me Feel (Mighty Real)", originally performed by Sylvester. The song is the sixth and final single from the album Club Disco.