Credit: Steve Granitz/WireImage

A year ago, Fergie and Josh Duhamel wed - and judging by their cozy appearance on the red carpet at Sunday's Golden Globes, they're still crazy in love.

This week, she begins rehearsing for an upcoming Black Eyed Peas tour, so she said the Globes were a fun way to spend one last glamorous night with her husband.

"It's date night!" Fergie said on E!'s pre-show.

Duhamel also confirmed's report that they recently renewed their vows in a small, private ceremony in California.

They did it "a couple days before" Jan.10 - the date they wed last year, he said.

"It was the best date we had ever," he added on NBC's pre-awards show. "I got to surprise her. I said, 'Just be ready at 3 o'clock.'"

Fergie's musical Nine is up for best comedy/musical.

"It was a wonderful thing," she said of working on the flick. Does she want to continue the big screen roles?

Said the singer: "We'll see! Hopefully!"