'' You Make Me Feel Like Dancing '' is the 31st album released by the Australian children 's music group , The Wiggles . Its title track features Leo Sayer , who wrote and performed the original song from 1976 . It also features Australian country musician Troy Cassar-Daley . The CD was released on May 8 , 2008 & won the Aria for Best Children 's Album
Aria
ARIA Music Awards of 2008
You Make Me Feel Like Dancing (album)