Kelsey Grammer and Kayte Walsh

Kelsey Grammer going to be a dad for the fifth and sixth time.

The Boss star's wife, Kayte Walsh Grammer, is pregnant with twins, Grammer announced Sunday in the press room following his Golden Globe win for drama TV actor.

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"I am really looking forward to meeting these arrivals," Grammer said.

These will be the first children for the couple, who suffered a miscarriage in fall 2010.

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The ex-Frasier star, 56, has two children, 7-year-old Jude and 10-year-old Mason, with ex-wife Camille Grammer. He also has one daughter with Barrie Buckner, 19-year-old Greer, and one daughter with ex-wife Doreen Alderman, ex-Greek star Spencer, 28.

Grammer and Walsh Grammer, 32, tied the knot in New York last February.

Watch Grammer's press conference below: