The album will feature eight previously unreleased songs from Jackson that were recorded between 1983 and 1999.
Singer Justin Timberlake revealed he is featured on "Love Never Felt So Good" in an Instagram post on Thursday.
Jackson, known as the 'King of Pop' and one of the most influential artists in music, having sold 1 billion records worldwide, died in 2009 at age 50 in Los Angeles from an overdose of the anesthetic propofol. The powerful drug was given to him by his personal physician while he was rehearsing for a series of 50 comeback concerts in London.
The inaugural fan-voted iHeartRadio awards, held at the Shrine Auditorium on Thursday and broadcast on NBC, kicked off with energetic performances from rapper Pitbull, country music singer Luke Bryan and British band Bastille.
Five artists - Timberlake, Imagine Dragons, Macklemore & Ryan Lewis, Maroon 5 and Rihanna - will contend for Artist of the Year, the top award of the night. (Reporting by Piya Sinha-Roy; Editing by Ken Wills)