The Baby hitmaker helped make fellow Canadian singer Jepsen an overnight sensation in 2012 when he, along with then-girlfriend Selena Gomez, Ashley Tisdale and others, filmed a home video joking around and showing off dance moves while singing to her hit Call Me Maybe.

The song became a chart topper and Bieber and his manager Scooter Braun subsequently signed Jepsen to Braun's Schoolboy Records.

And now Bieber is hoping to recreate the magic with a similar video accompanying Jepsen's new track I Really Like You.

This time around, Bieber has enlisted the help of Ariana Grande and his rumoured girlfriend Kendall Jenner. The new video also features cameos from Grande's actor brother Frankie, Empire star Bryshere Gray, British band Rixton, Lance Bass, Moschino designer Jeremy Scott and producer David Foster.

Bieber posted the video to YouTube and added the caption, "decided to make a fun cover with a bunch of friends of Carly's new song I Really Like You. love this song.."