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.
Exploding whale video goes viral on Internet
Man spent 15 hours in jail for plugging electric car into an outlet at a school