The new 5-disc edition includes a new mix of the original album, plus rarities including thirty previously unreleased outtakes and alternate takes.
The new version of the band's classic song from 1970 is also available as 7” single.
The six reissues are set for release on July 30.
The iconic girl band are also launching a new fan campaign, #IAmASpiceGirl.
The record's new deluxe edition will feature the original album remastered and thirteen previously unreleased tracks.
Initially released in 2009, Harvey and Parish's second full-length collaboration was a critical success and a UK Top 30 triumph.
Widely acclaimed, the album was a UK Top 20 hit on its original release in 2007.
‘Britain has produced a lot of brilliant female singer-songwriters and vocalists, but there was only ever one Amy Winehouse.’
Widely acclaimed when it was first released, the album won the UK's coveted Mercury Music Prize in 2001.
The strictly limited one-off CD pressing will be available on January 22 through UMC.
The album received Grammy Award nomination and featured Harvey's biggest UK hit single with 'A Perfect Day Elise'.
"I think the new mix reveals lots more parts that you didn’t hear in the original while still keeping the energy.” Weller says of the album's new edition.
'Welcome To The Pleasuredome', 'Liverpool' and greatest hits collection, 'Bang!' are set to return on both CD and vinyl.
'12 X 7: The Singles Collection' is a 7” singles box set, while 'The Collection' includes all the star's studio recordings, plus rarities and live recordings.
Spanning five decades, the collection features classic Eno compositions, and includes some lesser-known gems and seven previously unreleased tracks.