James Morrison, The Fratellis, Travis and the Kaiser Chiefs are among the other acts taking part in the special recording sessions for BBC Radio 2.
The engineer in charge of the original 1967 sessions will use the same equipment to record the new versions.
The results will be aired on Radio 2 on 2 June, a day after the anniversary.
The original album was released on 1 June 1967 and went on to be regarded as one of the best and most influential releases in rock history.
There will be a lot of taping going on that night (c:=