Taylor Swift looks smitten as she leaves recording studio with rumoured beau Matty Healy

Taylor Swift and Matty Healy were all smiles as they were spotted leaving a recording studio together.

The musicians, who are rumoured to be dating, were seen leaving the Electric Lady recording studio in New York on Monday night and fans are convinced new songs are coming.

Taylor beamed as she left the building, while The 1975 frontman followed close behind.

The Shake It Off hitmaker, 33, opted for a casual outfit and wore a black miniskirt paired with a purple and grey NYU jumper.

She carried a brown leather satchel and accessorised her look with several gold rings. She decided on a glamorous makeup look and let her long hair fall loose over her shoulders.

Taylor Swift and Matty Healy were spotted leaving the studio together (Claude Yao Sahi @hijoshotit / Shutterstock)

Fans are convinced they were recording new music (Claude Yao Sahi @hijoshotit / Shutterstock)

Matty wore an all-black ensemble which consisted of a baggy jumper and comfy trousers.

Swifties quickly flocked to Twitter to speculate the pair may have been recording new music together.

"Taylor swift and matty helaing recording a song together ?????? ITS GONNA BE SO GOOD !!!! i want something like about you x style," one person wrote.

Another said: "Maybe they are recording a rock alternative album for TS11," while a third fan questioned: "Ok but like i thought the re-records were finished?? is she recording new music!!!???"

The pair are rumoured to be dating (Claude Yao Sahi @hijoshotit / Shutterstock)

Matty has been spotted at some of Taylor's shows (Getty Images for TAS Rights Management)

"That’s a classic taylor swift recording something outfit," one eagle-eyed fan pointed out.

Matty and Taylor were joined by a number of other stars at the recording studio, including Florence Welch, Margaret Qualley and her boyfriend Jack Antonoff, who has often collaborated with Taylor.

Kendrick Lamar and actor Adam Goldberg were also at the studio.

The outing comes after Matty was seen dancing and bonding with Taylor's dad, with fans claiming he is "part of the family".

Taylor's dad also enjoyed the show (Getty Images North America)

Matty and Taylor are thought to have been dating for months (WireImage)

The 34-year-old was in attendance for one of Taylor's Philadelphia performances, were some fans noticed him mingling with Taylor's father Scott Swift.

"MATTY UPGRADED FROM THE TENT TO A LOUNGE AND IS STANDING NEXT TO TAYLOR’S DAD??" penned one fan alongside a snap of Matty standing next to Scott.

"HE REALLY IS PART OF THE FAMILY NOW WHAT?!?" another tweeted.

"Why did we move on from the fact that he’s literally walking around with Taylor’s dad again huh I guess they bonded last night," someone else said.

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