Kelsey Grammer just picked up a Golden Globe award, but he had even bigger news to share on the red carpet before the show.

Kelsey's wife Kayte Walsh is expecting their twins, Us Weekly confirms.

The couple wed in February of 2011 but unfortunately suffered a miscarriage in the fall.

Kayte, currently in her second trimester, showed off her baby bump in strapless sherbet gown.

Kelsey has four kids from previous marriages: Mason, 10 and Jude, 7 with Camille Grammer; Greer, 19 with Barrie Buckner; and Spencer, 28 with Doreen Alderman. The babies will be Kayte's first.