Warren's music will be peppered throughout the show about a fictional songwriter who finds success in her career while her love life is a mess, Billboard.com reported Friday.
One of the producers, Craig Zadan, said the show is not a biographical take on Warren, but will use songs from her catalog.
Among Warren's hits are LeAnn Rimes' "How Do I Live"; Celine Dion's "Because You Loved Me"; Toni Braxton's "Unbreak My Heart"; and Aerosmith's "I Don't Want to Miss a Thing."
Warren will serve as executive consultant for the project and write new songs for the show as well.
Notable deaths of 2014 [PHOTOS]