Lauren Goodman will write and direct the independent production, The Hollywood Reporter said Monday.
Because of reported issues regarding the rights to use Gaye's music during his Motown years, the film will reportedly hone in on Gaye's life after he left the legendary label, The Reporter said. He died at age 45 in 1984.
Although Martin is best known for his NBC "Law & Order" role, he starred in the original Broadway version of "Rent" and reprised his role for the Hollywood version of the musical in 2005.
Video of Victoria’s Secret models trying to 'twerk' hits Instagram
Costly malfunction causes beer flood at Boston-area brewery