Josh Duhamel and Girlfriend Audra Mari Step Out Holding Hands in Los Angeles

Josh Duhamel and Audra Mari are stepping out hand-in-hand.

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.”

Audra Mari and Josh Duhamel | TheImageDirect.com
Audra Mari and Josh Duhamel | TheImageDirect.com

RELATED: Josh Duhamel Steps Out with Audra Mari Weeks After His Divorce from Fergie Was Finalized

Amidst his relationship with Mari, Duhamel and his ex-wife Fergie finalized their divorce in November. The couple shares son Axl, 6.

After eight years of marriage, Fergie had filed for divorce last May, nearly two years after she and Duhamel announced their split in a joint statement obtained by PEOPLE in September 2017.

“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.”

Fergie; Josh Duhamel | Dimitrios Kambouris/Getty Images; Frazer Harrison/Getty Images
Fergie; Josh Duhamel | Dimitrios Kambouris/Getty Images; Frazer Harrison/Getty Images

They added, “We are and will always be united in our support of each other and our family.”

RELATED: Fergie and Josh Duhamel Finalize Their Divorce Over 2 Years After Announcing Separation

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.

The now-exes began dating in 2004 before getting engaged in 2007 and tying the knot in early 2009.