The 'Gotta Find You' singer and country pop star Taylor were romantically involved for much of 2008, however the 23 year-old insists her new song, which warns an ex-boyfriends that she isn't interested any more, is definitely not aimed at him.
"I don't we've ever tried [getting back together] another time, so I can tell you it's not about me!" Joe told Washington DC's Fresh FM.
The Jonas Brothers star did say he is a big fan of the song itself and went on to praise 'Love Story' singer Taylor's live show experience.
"That said, I think the song is great," he added. "Taylor does pop music really well and I'm happy for her."
"I haven't really spoken to her recently, but I was able to go to her concert last year, and her show live is so phenomenal."
View a picture of Taylor Swift at the Grammy Awards 2012 earlier this year below:
Taylor Swift has previously been romantically involved with 'Your Body Is A Wonderland' singer-songwriter John Mayer, Prince of Persia star Jake Gyllenhaal and Twilight lead Taylor Lautner.
Taylor Swift unveiled a song lyric music video for new single 'We Are Never Ever Getting Back Together' last week and will release new album 'Red' on 22nd October.
The year 2012 will already go down as one of the best in music memory, but it's not over yet - so join Capital FM as we look at some of the best reasons to still be excited about the second six months of the year.
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