While Obama is expected to make video cameos in the songs, she has left the singing to other stars.
The 19-track album, titled ‘Songs For A Healthier America’, is due for release in September and among artists featured on it are Blink-182 drummer Travis Barker, hip-hop pioneer D.M.C., Doug E Fresh, Jordin Sparks and Ashanti.
The album will be distributed in schools across America.
Track titles include 'U R What You Eat', 'Get Up Sit Up' and 'Veggie Luv'.
Check out the entire tracklist:
'Everybody' (ft. Jordin Sparks, Doug E Fresh, Ryan Beatty, Artie Green, Dr Oz and the Hip-Hop Doc)
'U R What You Eat' (feat. Salad Bar (Matisyahu, Ariana Grande, Travis Barker))
'Let’s Move' (ft. Doug E Fresh, Artie Green, Chauncey Hawkins, Easy AD)
'Just Believe' (ft. Ashanti, Gerry Gunn, Artie Green, Robbie Nova, Chauncey Hawkins)
'Veggie Luv' (ft. Monifah and J Rome)
'Hip-Hop FEET (Finding Exercise Energy Thresholds)' (ft. DMC, Artie Green, and Chauncey Hawkins)
'Stronger' (ft. Shayna Steele, Jeremy Jordan, Our Time, Nils Lofgren)
'Give Myself A Try' (ft. Ryan Beatty)
'Jump Up (It’s a Good Day) Let’s Move Version' (ft. Brady Rymer and the Little Band That Could)
'Hip Hop LEAN' (ft. Artie Green)
'Pass the Rock' (ft. Iman Schumpert and Artie Green)
'Good Living' (ft. Ashton Jones)
'Beautiful' (ft. Daisy Grant and Artie Green)
'Change the Game' (ft. The Happiness Club and Naledge)
'Wanna Jump (Let’s Move)' (ft. Paul Burch and WPA Ballclub)
'Mother May I?' (ft. Amelia Robinson)
'We Like Vegetables' (ft. Los Barkers!)
'Get Up Sit Up' (ft. Ian James and Ricky Baitz)
'One Step Forward' (ft. Samite)