According to FemaleFirst, the British singers want to put aside their difficulties, and concentrate on making a new song together.
Pete Doherty, who just got out of jail last week after serving a 29-day sentence, said that Mick Whitnall, another member from Babyshambles, worked with Winehouse on Back to Black while he was behind bars in London.
"Mick and Amy have a great relationship. They have been working on material while I was in prison. When I came out I went straight to the recording studio. I just want to get music going," admitted Doherty.