Cooper will make his directorial debut on the film, which will also mark Lady Gaga's first lead role in a feature.
Lady Gaga will compose and perform new songs in the film, which tells of an aspiring starlet's relationship with a leading man whose star is on the wane.
Previous versions of the story starred Judy Garland and Barbra Streisand.
'Visionary'