The track was premiered on radio on October 22, before making it to his Vevo page, reported Aceshwobiz.
The video features girls performing the choreographed moves to the beat.
The upbeat EDM-tinged pop song has Bieber apologising for everything he did to tore apart his relationship with his ex-girlfriend.
Skrillex and Blood Diamonds have produced the track.
"Sorry" is the second single, after "What Do You Mean?" to have surfaced from Bieber's new album "Purpose", due for November 13 release.
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