Leigh-Anne Pinnock, Jesy Nelson, Perrie Edwards and Jade Thirlwall's third studio album will be out this week on Friday (6 November).
In an interview on the X Factor website, the girls said the title of their new album very much reflects their own personality.
"We are weird," said Perrie. "Everything about us is weird but we're embracing it."
Little Mix's last album, 2013 record Salute, spawned the singles 'Move' and 'Little Me' and reached number four in the UK music charts. Meanwhile, their debut album DNA peaked at number three on the charts in 2012.
Talking about the release of their fourth album, Perrie continued: "It feels weird. We've been together for four years and we feel like it's just beginning again as we had such a big gap doing the album.
"We kind of feel like we've had a little bit of breathing time and get back into it now. It's fresh, it's nice."
Little Mix performed on The X Factor during the first results show on Sunday. The girl group found fame after winning the eighth series of the ITV talent show in 2011.
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