It's Tim "Rocky Horror Picture Transvestite" Curry doing a song called Paradise Garage in the actual Paradise Garage. It's not really the best of songs, but quite campy and funny nevertheless. There's something about humorous, out-there guys doing rock that really gets to me. I remember loving the Queen as a kid.
The vocal part about 50 seconds in is really cool.