Speaking in this week's NME about his forthcoming second album, which is on newsstands now or available digitally, Kane said the track 'You're Gonna Get It', which was co-written by Weller and Kane and was unveiled at a Crisis charity gig in London in December is "a great song".
He added: "It does exactly what it says on the tin. We did about four songs together and we're gonna record one more…It's a slowie and we're gonna try and do that as a live thing in [London's] Sarm Studios".
Earlier this month (January 3), Kane unveiled the first track to be taken from the album, which is due for release in spring 2013. 'Give Up' – which you can listen to below – was co-written with Kid Harpoon and produced by The Lightning Seeds' Ian Broudie (The Zutons, Echo And The Bunnymen).
The album is the follow-up to his 2011 debut 'Colour Of The Trap', which featured singles 'Rearrange' and 'Come Closer', as well as 'Happenstance', a duet with Harry Potter actor Clémence Poésy, and 'My Fantasy', which featured backing vocals fromNoel Gallagher.
Meanwhile, Kane will release a four-track EP digitally via iTunes on February 24, with a 7" format available the following day.
'Give Up' (Video)
A. 'Give Up'
B. 'The Competition'
To read the full interview with Miles Kane – as well as the low-down on all of 2013's biggest upcoming albums including The Horrors, Arctic Monkeys, Frank Turner and Klaxons, pick up a copy of this week's NME which is on newsstands now or available digitally.
Miles Kane is set to play the NME Awards Tour throughout February alongside Palma Violets, Peace and headliners Django Django.
The NME Awards Tour 2013 will visit:
Newcastle O2 Academy (February 7)
Manchester Academy 1 (8)
Leeds O2 Academy (9)
Glasgow O2 Academy (11)
Nottingham Rock City (12)
Liverpool O2 Academy (13)
Norwich UEA (15)
Birmingham O2 Academy (16)
Cardiff Uni Great Hall (17)
Bristol O2 Academy (19)
Bournemouth O2 Academy (20)
Brighton Dome (21)
London O2 Brixton Academy (23)
Tickets for Miles Kane and all of the NME Awards Tour are available to buy now by clicking here