While the couple have not officially confirmed their happy baby news, rumours have been flying that Ashlee is pregnant.
This week, the parents-to-be were spotted holding hands as they walked together in LA and later Evan was seen holding his wife around the waist as they chatted.
Ashlee kept covered up in a bulky winter coat meaning any baby bump was well and truly hidden from prying eyes.
The younger sister of Jessica Simpson married Evan, the son of legendary singer Diana Ross, at Diana's estate in Connecticut on September.
They had become engaged in January 2014 during a romantic holiday to Hawaii after the New Year.
It's been a good year for the family.
As well as Ashlee's engagement, marriage and pregnancy, big sister Jessica married long-time love Eric Johnson at a ceremony in California in July, and Evan made his debut in The Hunger Games, appearing in Mockingjay Part 1.
Stars who became engaged in 2014 in pictures!
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