The 23-year-old is set to leave Loftus Road this summer and has been linked with the Ligue 1 club, a prospect he would relish having supported the club as a child.
The Rs are looking to offload some of the highest earners on their books following relegation to the League Championship last season, and Taarabt has been linked with a move to France.
Marseille is reported to be contemplating an offer for the 23-year-old, a prospect that delights the Moroccan, with him having supported the Ligue 1 club in his younger days.
"The club of my heart? OM," Taarabt told Le Parisien. "I have not had a direct contact, but my friend Joey Barton has told everyone at the club about me.
"If OM wants me, I'm going. My sisters still live in Marseille. This is the first club I supported."
The Morocco international moved to Loftus Road on loan from Tottenham in July 2009, before signing permanently 12 months later, and he has made 150 league appearances for the club, scoring 34 goals.