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Fergie and Josh set a wedding date!

Couple to have a star studded bash

Lovebirds Fergie and Josh Duhamel

Fergie and Josh Duhamel have made a special New Year's resolution: a Los Angeles-area wedding on Jan. 10, PEOPLE confirms.

The pop star, 33, and the actor, 36, got engaged a little more than a year ago and were recently spotted checking out kitchen items at Crate and Barrel.

On the wedding guest list? Most of Fergie's costars in Nine – the movie adaptation of the musical which Fergie (real name: Stacy Ferguson) just finished filming in Europe – including Kate Hudson and Nicole Kidman, according to Access Hollywood.

The Black-Eyed Peas singer plays a prostitute in the film, along with Hudson, Kidman, Penélope Cruz, Sophia Loren and Daniel Day-Lewis.

Duhamel, star of the box-office giant, Transformers and the NBC drama, Las Vegas, recently wrapped the romantic comedy, When In Rome with Kristen Bell, Jon Heder and Dax Shepard.