Why does my Dohm sound machine smell funny?

According to Marpac, the smell you are experiencing is due to the newness of the machine, and it is typically gone in about a week.

They suggest letting your machine run in an open-air environment (such as a garage or a room with an open window). Opening the vents to full capacity and setting the unit on high will help speed up the process of eliminating the smell.