Organizers hope the song, "Grief Never Grows Old," will raise several million dollars.
The song was written by DJ Mike Read and features Bee Gees Robin and Barry Gibb, Boy George and Brian Wilson. Backing vocals are provided by Soul Sounds, a youth choir from Sri Lanka, where thousands were killed by the disaster.
The stars are releasing the single under the name One World.
The single is the first of the expected two being released to raise money for disaster victims.
Notable deaths of 2014 [PHOTOS]