Spotify has predicted the winners of this year's ARIA Awards.

The Australian music ceremony is due to take place on November 26.

Streaming service Spotify has examined the popularity of all the nominees and has predicted who it thinks will win on the night.

It suggests that Sia will pick up both the Best Female Artist and Song of the Year ('Elastic Heart') gongs.

Spotify also predicts 5 Seconds of Summer will win Best Group and that Vance Joy will bag Best Male Artist and Album of the Year ('Dream Your Life Away').

It also picks Jarryd James for the Breakthrough Artist honour.

This year's ceremony will take place at the Event Centre at the Star, Sydney.

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Watch some of the nominees in action below: