Christmas may be weeks away, but why not start getting into the holiday spirit now with a little help from Latin singing sensation Thalía and  Michael Bublé.

The 40-year-old Mexican singer/actress has partnered with Bublé to record Puerto Rican singer-songwriter José Feliciano’s instant-classic holiday tune “Feliz Navidad”—one of the most downloaded and played Christmas songs in the U.S. and Canada.

In Thalía and Bublé’s spirited version of “Feliz Navidad,” the arrangement starts with a few lines from another song, “Mis Deseos,” before the pair starts in on Feliciano’s classic. Thalia and Bublé alternate singing lines—in English and Spanish—before joining voices on the up-tempo chorus.

The duet is featured on the 36-year-old Canadian crooner’s new holiday album, “Christmas,” which was released this week.

So what do you think of Thalia & Bublé’s take on “Mis Deseos/Feliz Navidad”?