Come on shake your body and do that conga!
"Finding the right performers to tell our story on the Broadway stage is the most important step in this project," the 56-year-old singer said in a statement, according to Reuters.
"Our journey together started in Miami, a city that has been an inspiration to us both, and it only felt right that the city be a cornerstone in our search for the next generation of bright talent."
The longtime couple will be holding casting calls in New York and Miami next month. Are you ready?
"On Your Feet!" is set to open on Nov. 5, 2015!