On Tuesday, the couple was spotted smiling and holding hands in Los Angeles. Both were dressed casually in a t-shirt and jeans, with Mari, 26, pairing her look with a denim jacket and tennis shoes while Duhamel wore a black hat and boots.
The pair has been spotted out together in multiple times in recent months, including showing off PDA at the Toronto airport in October and at a holiday party in Los Angeles in December, where an onlooker said they were “basically together all night.”
A source previously told PEOPLE that Duhamel, 47, is “really happy” with Mari, who is a model and television host and was crowned Miss World America in 2016.
“They’ve known each other for quite some time and began dating seven or eight months ago,” the source said. “He’s really happy with her.”
“With absolute love and respect we decided to separate as a couple earlier this year,” the two said at the time. “To give our family the best opportunity to adjust, we wanted to keep this a private matter before sharing it with the public.”
They added, “We are and will always be united in our support of each other and our family.”
Before their divorce was finalized, a California court warned Fergie and Duhamel that their divorce case ran the risk of being dismissed if they had not filed court documents before their court hearing on Oct. 16, according to court documents obtained by PEOPLE.