Lately, the classic rock icon and former Beatle, Paul McCartney, has been promoting his album "New." After throwing impromptu concerts in New York City, the 71-year-old singer surprises many once again, by confirming that former couple Kate Moss and Johnny Depp will reunite for the video for his new single, "Queenie Eye."

"They are friends of mine and my daughter Stella's. I am very lucky they agreed to do it," says McCartney.

Moss and Depp, who split in 1998 after dating for four years, has been the best-looking couple of the 90s. Fifteen years after the pair's failed romance, they put any differences behind them to star in the legendary Beatle's new music video -- it is their first time being seen together since their breakup.

"They really try to avoid one another in public because there have been raw emotions in the past - but neither could say no to Macca. They only have little roles, but it's the first time they're appearing on screen together since the split," a source says.

The supermodel opened up about the couple's former relationship back in 2012. "There's nobody that's ever really been able to take care of me. Johnny did for a bit. I believed what he said. Like if I said, 'What do I do?' he'd tell me," Moss said.

She spent "years and years of crying" after the split from Johnny Depp, although she has moved on and is now married to The Kills' Jamie Hince.

McCartney's "Queenie Eye" promotional clip was filmed at the iconic Abbey Road Studios in London, in front of an audience on the set. The video also features others guest appearances from Meryl Streep and Take That frontman Gary Barlow.

"New," Paul McCartney's first album of new original songs in 6 years, features 12 tracks and it is now available in stores.