The new documentary has been directed by Estevan Oriol and is set for release on the streaming service on 10 April.
The Los Angeles museum is digging into its archives to share previously-unreleased interviews from music’s biggest names.
John Legend, Dua Lipa and Will Ferrell were among the other stars who appeared on the show.
'Coachella: 20 Years In The Desert' will premiere 10 April on YouTube.
The special featured performances from Billie Eilish, Shawn Mendes, Dave Grohl, Sam Smith and more, from their own homes.
Billie Eilish has gone from tinkering in her bedroom to racking up billions of streams worldwide, setting a new path to fame in a post-genre landscape.
'Homefest' will also feature contributions from Billie Eilish, Dua Lipa and Andrea Bocelli.
The event will feature Alicia Keys, Backstreet Boys, Billie Eilish, Billie Joe Armstrong, Mariah Carey, Tim McGraw and more, each performing from their own home.
The singer is set to perform for his fans on Instagram at 7pm GMT tonight.
A varied list of initial featured artists also includes Kool and the Gang and Greta Van Fleet.
The band say, "We will all get through this together — and we’ll see you very soon.”
The new record will be the follow-up to the highly-acclaimed 'WHEN WE ALL FALL ASLEEP, WHERE DO WE GO?'
The dates will be rescheduled and ticket holders will be alerted to the new dates when they are announced.
The organisers say, "This decision comes at a time of unprecedented uncertainty and the health and safety of the general public must come first."
All tickets for the affected concerts will be honoured for the new dates. Details are expected to be announced soon.