Enter Shikari, UNKLE, Mr Hudson, producer Paul Epworth and Jon 'The Reverend' McClure are also set for the project.
The acts will record their take on American composer John Cage's concept of recording four minutes and 33 seconds of silence. They'll release it on December 13 in attempt to bag the Christmas Number One.
Proceeds from the single will go to various charities. See Facebook.com/cageagainstthemachine for more information.
Thom Yorke, David Cameron and Mark Ronson took part in a similar 'silent' single project recently to mark Remembrance Day.
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