New York, New York - Taylor Swift has returned to the Big Apple as she continues to fuel theories about new music with another mystery recording session.

The 34-year-old pop star braved the New York cold on Thursday while traveling to Electric Lady Studios.

Taylor donned a sweater maxi dress under a large black coat paired with low-cut leather boots.

Amid her break from The Eras Tour, the Karma songstress has spent most of her weekdays in Manhattan with frequent studio sessions.

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What she's recording, though, remains a mystery.

While fans could assume it's new music, the upcoming return of The Eras Tour has led most Swifties to agree that her next releases will be her final two re-recordings, Taylor Swift (Taylor's Version) and Reputation (Taylor's Version).

Her stadium tour has featured songs from across all ten eras, so there's no better time for her to drop the final re-recordings.

Still, the studio time has sparked some speculation that she actually plans to continue her pattern of breaking up the Taylor's Version albums with a new album after two re-recordings.

After releasing the re-recordings of Fearless and Red in 2021, Taylor returned with the all-new Midnights in 2022, followed by Speak Now (Taylor's Version) and 1989 (Taylor's Version) in 2023.

Further conspiracies suggesting the imminent announcement of TS11 have even proposed that the Grammy winner has been teasing a celestial aesthetic for the new era with her recent fashion.

Of course, knowing how far ahead Taylor typically plans her next moves, the current recording project could be quite a way's away, no matter what it may be!