Johnny Depp and Amber Heard just might be dating again. The gorgeous pair were spotted at the The Rolling Stones concert this weekend holding hands looking like lovebirds as they rocked out to tunes.

Only 10 months after his split from longtime girlfriend Vanessa Paradis,  E! News confirms that Depp, 49, and Heard, 27, are indeed a couple.

Depp was seen tightly holding Heard's hand as he led her through the crowd backstage for a private showing of the band's surprise concert at the Echoplex in Hollywood on Saturday night.

First speculated about last year, the "The Rum Diary" co-stars sparked rumors of a relationship after the film wrapped, when Depp reportedly bought Amber her own horse.

Johnny, who wore an Andy Capp style hat to the Rolling Stones concert, looked like he was having a great time with the actress, who was dressed in a red jacket over a white top.

It seems he was trying to nostalgically wear a replica of the ensemble that his character wore in the film "Rum Diaries" where the two met in 2011.

This is not Depp's first attempt at wining her back with sentimentality. He had a bar built on his Bahamas property to look exactly like the one in "The Rum Diary." The set designer created the plans.

The on-again, off-again relationship just months ago seemed to be definitely off. Heard was linked to a female photographer Tasya Van Ree, while Depp was rumored to be rekindling a romance with Winona Ryder, 20 years after the couple called it quit.

Johnny split from his partner, French model Vanessa Paradis, after 14 years together in June 2012. The pair share two children.

The actor has yet to confirm publicly if he and Amber are a couple.

Other stars that rocked out at the Stone's concert included Mary-Kate and Ashley Olsen, Gwen Stefani, Owen Wilson, and Bruce Willis.