The news comes just days after Colin, 39, confirmed the 'Black Widow' actress was pregnant during a stand-up performance at a theatre in Connecticut.
He told the audience: "We're having a baby, it's exciting."
Scarlett's pregnancy was first reported last month, when sources said she was due "soon".
One insider said: "Scarlett is actually due soon, I know she and Colin are thrilled."
Another added: "Scarlett is pregnant but has been keeping it very quiet. She has been keeping a very low profile."
Scarlett had sparked speculation she was pregnant again for weeks before the sources spoke out, as she hadn't been involved in many in-person events to promote 'Black Widow'.
Instead, she made virtual appearances, such as a Zoom interview with 'Tonight Show' host Jimmy Fallon in June, on which she was only shown from the shoulders up.
A separate insider claimed: "She hasn't been doing many interviews or events to promote 'Black Widow' which is surprising since it is a huge Marvel/Disney release and she is both the star and an executive producer."