Calvin Harris was allegedly snapped driving out of Taylor Swift's Los Angeles apartment on Friday morning, fueling the rumors that the two are getting serious.

"Clearly getting close, the pair seemed comfortable with such public displays of affection," said Daily Mail. "Yet, the next day, Calvin cut a lone figure as he was seen driving his car back to his own Los Angeles property."

"Together, the pictures confirm nothing - but they will certainly get fans talking," it added.

The couple had a date night at the Troubadour as they watched Haim perform.

"Leaving in style, the couple were seen making a swift exit as they headed into a waiting car surrounded by flashing photographers," Daily Mail added.

On April 2, Calvin Harris and rumored girlfriend Taylor Swift were reportedly packing on the PDA at the Troubadour Club in West Hollywood, as they were reportedly seen kissing, dancing and hugging.

"They were all over each other. He had his arm around Taylor at the show the entire time. They were laughing, kissing and were really into each other. They were dancing and just having a really fun time. They definitely weren't hiding their affections," the source told Hollywood Life.

Calvin Harris, who used to date Rita Ora, reportedly loves Taylor Swift's authentic personality as she remains down-to-earth despite her success. According to the report, the DJ likes the "Blank Space" singer for being "independent, so fun and so genuine." More importantly, "deep down inside that she likes him for the right reasons."

The tabloid also claimed that Calvin Harris and Taylor Swift are getting serious as she has been "stressing out" over their busy schedules.

"Taylor's already stressing about how hard it's going to be to spend so much time away from Calvin when she goes on tour. He's super busy with his own gigs, but she's trying to lock him down for when he's going to come see her," the tabloid added.