Where is Taylor Swift? 'Busy working' on new album in Nashville, source says

Where in the world is Taylor Swift? The 1989 singer has left a blank space in the public eye in recent months, rarely sharing posts to Instagram and largely avoiding public events.

Her mysteriously low profile has led many fans to wonder what she's been up to since her last public performance on Feb. 4, during a pre-Super Bowl concert in Houston, Texas Well, fans need not wonder any longer -- and should start getting excited! A source tells ET that Swift "has been busy working on her upcoming album."

WATCH: Ed Sheeran Spills Details on When Taylor Swift Will Release New Music!

According to the source, the "Shake It Off" singer has been figuring out what the sound and feel of her new album is going to be, and whether or not she wants to continue in the pop genre that propelled her last album to record-shattering success, or return to her beloved country roots.

See photos from one of Taylor Swift's most recent outings:

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Taylor Swift steps out with Serena Williams and more
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Taylor Swift steps out with Serena Williams and more
NEW YORK, NY - OCTOBER 13: Singer Taylor Swift, Serena Williams and Karlie Kloss are seen outside 'Bowery Ballroom' in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Singer Taylor Swift, Serena Williams and Karlie Kloss are seen outside 'Bowery Ballroom' in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Serena Williams and Karlie Kloss,Taylor Swift, Zoe Karvitz, Karl Glusman and Dakota Johnson are seen outside Bowery Ballroom in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Singer Taylor Swift, Serena Williams and Karlie Kloss are seen outside 'Bowery Ballroom' in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Serena Williams and Karlie Kloss,Taylor Swift, Zoe Karvitz, Karl Glusman and Dakota Johnson are seen outside Bowery Ballroom in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Singer Taylor Swift, Serena Williams and Karlie Kloss are seen outside 'Bowery Ballroom' in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Singer Taylor Swift is seen in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Taylor Swift and Martha Hunt are seen in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Singer Taylor Swift, Serena Williams and Karlie Kloss are seen outside 'Bowery Ballroom' in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Singer Taylor Swift, Serena Williams and Karlie Kloss are seen outside 'Bowery Ballroom' in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Singer Taylor Swift, Serena Williams and Karlie Kloss are seen outside 'Bowery Ballroom' in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Taylor Swift, Zoe Karvitz and Dakota Johnson are seen outside Bowery Ballroomon October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Serena Williams and Karlie Kloss,Taylor Swift, Zoe Karvitz, Karl Glusman and Dakota Johnson are seen outside Bowery Ballroom in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Serena Williams and Karlie Kloss,Taylor Swift, Zoe Karvitz, Karl Glusman and Dakota Johnson are seen outside Bowery Ballroom in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Singer Taylor Swift and Karlie Kloss are seen outside 'Bowery Ballroom' in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Lily Donaldson, Dakota Johnson, Taylor Swift Zoe Karvitz and Karl Glusman are in Soho n October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Singer Taylor Swift is seen in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - OCTOBER 13: Singer Taylor Swift is seen in Soho on October 13, 2016 in New York City. (Photo by Raymond Hall/GC Images)
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However, the source did note that Swift's next big album is expected to drop by the end of the year.

Swift has stayed off the radar in a big way while working on creating her new music. While typically ubiquitous on social media, the 27-year-old songstress has only posted to Instagram once in the last two months, and that was to promote the release of her friend and fellow pop diva Lorde's latest single, "Green Light."

g2g brb just gonna make up an interpretive dance to this magnificent bop for the ages ELLA I LOVE YOU

A post shared by Taylor Swift (@taylorswift) on

WATCH: Taylor Swift Gushes Over Lorde's 'Magnificent' New Single 'Green Light'

While keeping out of the spotlight, ET's source says Swift has been staying closer to home, spending time in Nashville, Tennessee, where the singer was recently spotted driving around just last week.

"She comes here to get away from the paparazzi," an eyewitness suggested to ET.

While the news of Swift's forthcoming sixth studio album is music to many fans' ears, the singer's squad of gal pals apparently knew that she'd returned to the recording studio months ago.

NEWS: Ed Sheeran Says Taylor Swift Will Go Through Crazy Lengths to Protect Her Music

Back in September, Swift turned out to support her bestie Gigi Hadid as she walked the runway at the Tommy Hilfiger fashion show in New York City. ET caught up with Hadid at the event, and the model revealed why it was such a treat to see Swift at the event.

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NYFW Spring/Summer 2017 Front Row
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NYFW Spring/Summer 2017 Front Row

Yolanda Hadid, Anwar Hadid, Taylor Swift, Martha Hunt, and Lewis Hamilton attend the #TOMMYNOW Women's Fashion Show during New York Fashion Week at Pier 16 on September 9, 2016 in New York City.

(Photo by Neilson Barnard/Getty Images for Tommy Hilfiger)

Brooklyn Beckham, David Beckham, and Anna Wintour attend the Victoria Beckham Spring/Summer 2017 fashion show during New York Fashion Week 2016 on September 11, 2016 in New York City.

(Photo by Neilson Barnard/Getty Images)

Drew Barrymore seated front row at Anna's Loud show during Spring 2016 New York Fashion Week at Vanderbilt Hall at Grand Central Terminal on September 13, 2015 in New York City.

(Photo by Chance Yeh/Getty Images)

NEW YORK, NY - SEPTEMBER 14: (L to R) Dylan Lauren, Ricky Lauren, Haley Bennett, Julianne Moore, Liv Freundlich, Rosie Huntington-Whitely, Annabelle Wallis and Jessica Alba attend the Ralph Lauren fashion show during New York Fashion Week: The Shows at Skylight Clarkson Sq on September 14, 2016 in New York City. (Photo by Paul Morigi/WireImage)

Model Jessica Hart and actress Alyssa Milano attend the Marchesa fashion show during New York Fashion Week: The Shows at The Dock, Skylight at Moynihan Station on September 14, 2016 in New York City.

(Photo by Mike Coppola/Getty Images for New York Fashion Week: The Shows)

Actress Nina Dobrev attends the The Marchesa Spring/Summer 2017 Fashion Show Co-Hosted by FIJI Water during New York Fashion Week at The Dock, Skylight at Moynihan Station on September 14, 2016 in New York City.

(Photo by Craig Barritt/Getty Images for FIJI Water)

Singer-songwriter Lady Gaga arrives at Brandon Maxwell fashion show during New York Fashion Week September 2016 at Russian Tea Room on September 13, 2016 in New York City.

(Photo by Gilbert Carrasquillo/GC Images)

Actress Cynthia Erivo, actress Emily Blunt and actress Sienna Miller attend the Michael Kors Spring 2017 Runway Show during New York Fashion Week at Spring Studios on September 14, 2016 in New York City.

(Photo by Dimitrios Kambouris/Getty Images for Michael Kors)

E! News correspondent Catt Sadler attends the Michael Kors Spring 2017 Runway Show at Spring Studios on September 14, 2016 in New York City.

(Photo by Dimitrios Kambouris/Getty Images for Michael Kors)

Anna Wintour and Serena Williams sit side by side at the Coach - Front Row - September 2016 - New York Fashion Week on September 13, 2016 in New York City.

(Photo by Gonzalo Marroquin/Patrick McMullan via Getty Images)

Emma Roberts at the Coach - Front Row - September 2016 - New York Fashion Week on September 13, 2016 in New York City.

(Photo by Gonzalo Marroquin/Patrick McMullan via Getty Images)

Lourdes Maria Ciccone Leon and Madonna attend the Alexander Wang show during New York Fashion Week at Pier 94 on September 10, 2016 in New York City.

(Photo by James Devaney/GC Images)

Jordyn Woods and Kylie Jenner attend the Alexander Wang show during New York Fashion Week at Pier 94 on September 10, 2016 in New York City.

(Photo by James Devaney/GC Images)

Nicki Minaj attends the Alexander Wang show during New York Fashion Week at Pier 94 on September 10, 2016 in New York City.

(Photo by James Devaney/GC Images)

Pamela Anderson attends Alexander Wang show during New York Fashion Week at St. Bartholomew's Church on September 10, 2016 in New York City.

(Photo by Antonio de Moraes Barros Filho/FilmMagic)

Coco Rocha, Nicky Hilton and Paris hilton sitting front row at Jeremy Scott - Front Row - September 2016 - New York Fashion Week: The Shows at The Arc, Skylight at Moynihan Station on September 12, 2016 in New York City.

(Photo by Jared Siskin/Patrick McMullan via Getty Images)

Coco Rocha and Kelly Cutrone attend Jeremy Scott - Front Row - September 2016 - New York Fashion Week: The Shows at The Arc, Skylight at Moynihan Station on September 12, 2016 in New York City.

(Photo by Jared Siskin/Patrick McMullan via Getty Images)

NEW YORK, NY - SEPTEMBER 09: Vogue Editor in Chief and Conde Nast artistic director Anna Wintour attends the #TOMMYNOW Women's Fashion Show during New York Fashion Week at Pier 16 on September 9, 2016 in New York City. (Photo by Gustavo Caballero/Getty Images for Tommy Hilfiger)

Arden Cho, Camren Bicondova, Kelly Osbourne, Candace Cameron-Bure and Skyler Samuels attend Milly Fashion Show during September 2016 New York Fashion Week at ArtBeam on September 9, 2016 in New York City.

(Photo by John Lamparski/WireImage)

Lindsay Ellingson, Olivia Culpo, Kate Lynne Bock, Hailey Clauson, Kylie Jenner, Jordyn Woods, Ashley Graham, Devon Windsor, Jamie Chung and Olivia Palermo attend the Jonathan Simkhai fashion show during September 2016 MADE Fashion Week: The Shows at The Arc, Skylight at Moynihan Station on September 10, 2016 in New York City.

(Photo by Michael Stewart/WireImage)

NEW YORK, NY - SEPTEMBER 08: Model Cindy Crawford attends the Brock Collection fashion show during MADE Fashion Week September 2016 at Milk Studios on September 8, 2016 in New York City. (Photo by Mireya Acierto/Getty Images)

Anna Wintour at the Jason Wu fashon show during New York Fashion Week September 2016 at Spring Studios on September 9, 2016 in New York City.

(Photo by Ben Gabbe/Getty Images for New York Fashion Week)

Jamie Chung, Teyana Taylor, Sophia Bush and Danielle Snyder attend Baja East Front Row during New York Fashion Week at 25 Beekman on September 9, 2016 in New York City.

(Photo by Presley Ann/Patrick McMullan via Getty Images)

Olivia Palermo, Camila Alves, Coco Rocha, and Louise Roe attend the Rebecca Minkoff September 2016 New York Fashion Week: The Shows event at Magnum New York on September 10, 2016 in New York City.

(Photo by Brian Killian/WireImage)

Actress Victoria Justice attends the Rebecca Minkoff - Front Row and Backstage - September 2016 New York Fashion Week: The Shows event at Magnum New York on September 10, 2016 in New York City.

(Photo by Brian Killian/WireImage)

Joel Madden sits front row at the VFILES fashion show during New York Fashion Week September 2016 at Spring Studios on September 7, 2016 in New York City.

(Photo by Gonzalo Marroquin/Patrick McMullan via Getty Images)

Actors Taylor Schilling and Priyanka Chopra attend the Thakoon fashion show during September 2016 New York Fashion Week on September 8, 2016 in New York City.

(Photo by Mike Pont/WireImage)

Parker Posey, Taylor Schilling, Greta Lee, Rashida Jones, Morgan Saylor and Leandra Medine attend the Rachel Comey fashion show during New York Fashion Week September 2016 on September 7, 2016 in New York City.

(Photo by Noam Galai/Getty Images)

Barron Hilton and Paris Hilton attend the Michael Costello fashion show during New York Fashion Week: The Shows September 2016 at The Dock, Skylight at Moynihan Station on September 8, 2016 in New York City.

(Photo by Theo Wargo/Getty Images for New York Fashion Week: The Shows)

Jessica Lowndes, Lais Ribeiro, Hailey Clausson, Jamie Chung, Sophia Bush, Olivia Culpo, Danielle Snyder, and Cara Santana attend the Cushnie Et Ochs show during September 2016 New York Fashion Week: The Shows event at The Dock, Skylight at Moynihan Station on September 9, 2016 in New York City.

(Photo by Brian Killian/WireImage)

Coco Rocha, Katie Cassidy, Alyssa Greene, Jessica Lowndes and Michelle Williams attend the Marissa Webb fashion week during New York Fashion Week: The Shows September 2016 at The Gallery, Skylight at Clarkson Sq on September 8, 2016 in New York City.

(Photo by Dave Kotinsky/Getty Images for New York Fashion Week: The Shows)

Nigel Barker attends the Nicole Miller spring 2017 show - Front Row - September 2016 - New York Fashion Week: The Shows at The Gallery, Skylight at Clarkson Sq on September 9, 2016 in New York City.

(Photo by Nicholas Hunt/Getty Images)

Nigel Barker attends the Desigual Fashion Show during New York Fashion Week: The Shows at The Arc, Skylight at Moynihan Station on September 8, 2016 in New York City.

(Photo by Jason Kempin/Getty Images for Desigual)

Television personality Andi Dorfman attends the Desigual Fashion Show during New York Fashion Week: The Shows at The Arc, Skylight at Moynihan Station on September 8, 2016 in New York City.

(Photo by Bryan Bedder/Getty Images for Desigual)

Zendaya Coleman, Nina Garcia, Zac Posen, Heidi Klum and Desiree Gruber attend the front row at the Project Runway fashion show during New York Fashion Week: The Shows at The Arc, Skylight at Moynihan Station on September 9, 2016 in New York City.

(Photo by Jamie McCarthy/WireImage)

Olivia Culpo and Whitney Port attend the Misha Collection - Backstage/Front Row - September 2016 - New York Fashion Week: The Shows at The Gallery, Skylight at Clarkson Sq on September 9, 2016 in New York City.

(Photo by Laura Cavanaugh/FilmMagic)

Actress Ruby Marie Lewis and Whitney Port attend the Oday Shakar fashion show during New York Fashion Week: The Shows at The Dock, Skylight at Moynihan Station on September 9, 2016 in New York City.

(Photo by Michael Loccisano/Getty Images)

Alana Hadid attends the Misha Collection at New York Fashion Week: The Shows at The Gallery at Skylight Clarkson Sq on September 9, 2016 in New York City.

(Photo by Victor Hugo/Patrick McMullan via Getty Images)

Zayn Malik arrives for the Tom Ford Autumn/Winter 2016 Menswear and Womenswear Collection presentation in New York on September 7, 2016

(Photo by ANGELA WEISS/AFP/Getty Images)

Alicia Keys arrives for the Tom Ford Autumn/Winter 2016 Menswear and Womenswear Collection presentation in New York on September 7, 2016

(Photo by ANGELA WEISS/AFP/Getty Images)

Julianne Moore arrives for the Tom Ford Autumn/Winter 2016 Menswear and Womenswear Collection presentation in New York on September 7, 2016

(Photo by ANGELA WEISS/AFP/Getty Images)

Anna Wintour arrives for the Tom Ford Autumn/Winter 2016 Menswear and Womenswear Collection presentation in New York on September 7, 2016

(Photo by ANGELA WEISS/AFP/Getty Images)

Rita Ora arrives for the Tom Ford Autumn/Winter 2016 Menswear and Womenswear Collection presentation in New York on September 7, 2016

(Photo by ANGELA WEISS/AFP/Getty Images)

NEW YORK, NY - SEPTEMBER 07: Diane von Furstenberg attends Tom Ford fashion show during New York Fashion Week at 99 East 52nd Street on September 7, 2016 in New York City.

(Photo by Presley Ann/Patrick McMullan via Getty Images)

Hailee Steinfeld arrives for the Tom Ford Autumn/Winter 2016 Menswear and Womenswear Collection presentation in New York on September 7, 2016

(Photo by ANGELA WEISS/AFP/Getty Images)

Naomi Campbell arrives for the Tom Ford Autumn/Winter 2016 Menswear and Womenswear Collection presentation in New York on September 7, 2016

(Photo by ANGELA WEISS/AFP/Getty Images)

Cindy Crawford attends Tom Ford fashion show during New York Fashion Week September 2016 at 99E 52d St. on September 7, 2016 in New York City.

(Photo by Neilson Barnard/Getty Images)

Karlie Kloss attends Tom Ford fashion show during New York Fashion Week September 2016 at 99E 52d St. on September 7, 2016 in New York City.

(Photo by Neilson Barnard/Getty Images)

Uma Thurman attends Tom Ford fashion show during New York Fashion Week September 2016 at 99E 52d St. on September 7, 2016 in New York City.

(Photo by Neilson Barnard/Getty Images)

Iman attends the Tom Ford Fall 2016 fashion show during New York Fashion Week September 2016 at The Four Seasons on September 7, 2016 in New York City.

(Photo by Taylor Hill/FilmMagic)

Olivia Palermo attends Tibi fashion show during New York Fashion Week September 2016 at Industria Superstudio on September 10, 2016 in New York City.

(Photo by Daniel Torok/Patrick McMullan via Getty Images)

Christina Hendricks, Pamela Anderson, Neve Campbell, Jaimie Alexander and Ashley Graham attend the Christian Siriano fashion show during New York Fashion Week: The Shows at ArtBeam on September 10, 2016 in New York City.

(Photo by Dimitrios Kambouris/Getty Images for New York Fashion Week: The Shows)

June Ambrose, Coco Rocha and Kelly Osbourne attend the Christian Siriano fashion show during New York Fashion Week September 2016 at ArtBeam on September 10, 2016 in New York City.

(Photo by Paul Zimmerman/WireImage)

Candice Cameron Bure attends the Jenny Packham fashion show during New York Fashion Week: The Shows at The Dock, Skylight at Moynihan Station on September 11, 2016 in New York City.

(Photo by Nicholas Hunt/Getty Images for New York Fashion Week: The Shows)

NEW YORK, NY - SEPTEMBER 11: Kelly Osbourne, her dog Polly, Christina Milian and guests attend The Blonds on September 2016 MADE Fashion Week at Milk Studios on September 11, 2016 in New York City. (Photo by John Lamparski/WireImage)
NEW YORK, NY - SEPTEMBER 09: (L-R) Iris Apfel, Christina Ricci and Zosia Mamet attend front row at Monse - September 2016 - New York Fashion Week - at Art Beam on September 9, 2016 in New York City. (Photo by Astrid Stawiarz/Getty Images)

A model walks the runway during the Proenza Schouler fashion show at The Whitney Museum of American Art on September 12, 2016 in New York City.

(Photo by Edward James/WireImage)

Model Alexa Chung attends the Proenza Schouler fashion show during New York Fashion Week on September 12, 2016 in New York City.

(Photo by JP Yim/Getty Images )

Model Hilary Rhoda and actress Malin Akerman attend the Carolina Herrera fashion show during New York Fashion Week on September 12, 2016 in New York City.

(Photo by JP Yim/Getty Images)

Model Karlie Kloss attends the Carolina Herrera fashion show during New York Fashion Week on September 12, 2016 in New York City.

(Photo by JP Yim/Getty Images)

Actors Andrew Garfield and Aziz Ansari attend the Opening Ceremony fashion show Front Row during New York Fashion Week at Jacob Javits Center on September 11, 2016 in New York City.

(Photo by Jamie McCarthy/Getty Images)

Ashley Graham attends Prabal Gurung - Front Row - September 2016 - New York Fashion Week: The Shows at The Gallery, Skylight at Clarkson Sq on September 11, 2016 in New York City.

(Photo by Jared Siskin/Patrick McMullan via Getty Images)

Olivia Palermo attends the Altuzarra during New York Fashion Week September 2016 at Spring Studios on September 11, 2016 in New York City.

(Photo by Steven A Henry/WireImage)

Priyanka Chopra attends the Altuzarra during New York Fashion Week September 2016 at Spring Studios on September 11, 2016 in New York City.

(Photo by Steven A Henry/WireImage)

Molly Kate Bernard, Brooke Dulien, Kelly Osbourne, Bonang Matheba and Madeline Stuart attend the John Paul Ataker fashion show during New York Fashion Week: The Shows at The Dock, Skylight at Moynihan Station on September 13, 2016 in New York City.

(Photo by Astrid Stawiarz/Getty Images for John Paul Ataker)

Model Ireland Baldwin attends the Monique Lhuillier fashion show during New York Fashion Week September 2016 at The IAC Building on September 13, 2016 in New York City.

(Photo by Nicholas Hunt/Getty Images for New York Fashion Week)

Mischa Barton attends the Chiara Boni La Petite Robe fashion show during New York Fashion Week: The Shows at The Dock, Skylight at Moynihan Station on September 13, 2016 in New York City.

(Photo by Theo Wargo/Getty Images for New York Fashion Week: The Shows)

Ivana Trump attends the Dennis Basso fashion show during New York Fashion Week: The Shows at The Arc, Skylight at Moynihan Station on September 13, 2016 in New York City.

(Photo by Vivien Killilea/Getty Images for New York Fashion Week: The Shows)

Nicky Hilton Rothschild, June Ambrose, and Jessica Lowndes attend the Dennis Basso fashion show during New York Fashion Week: The Shows at The Arc, Skylight at Moynihan Station on September 13, 2016 in New York City.

(Photo by Vivien Killilea/Getty Images for New York Fashion Week: The Shows)

Jessica Alba attends the Tory Burch fashion show during New York Fashion Week at The Whitney Museum of American Art on September 13, 2016 in New York City.

(Photo by Cindy Ord/Getty Images for Tory Burch)

Cynthia Erivo, Simone Biles, Anna Wintour, Maria Sharapova and Grace Coddington attend the Vera Wang Collection fashion show during New York Fashion Week: The Shows at The Arc, Skylight at Moynihan Station on September 13, 2016 in New York City.

(Photo by Nicholas Hunt/Getty Images for New York Fashion Week: The Shows)

Jasmine Sanders, June Ambrose, La La Anthony, Emily Ratajkowski, and Chloe Sevigny attend the Vera Wang Collection fashion show during New York Fashion Week: The Shows at The Arc, Skylight at Moynihan Station on September 13, 2016 in New York City.

(Photo by Larry Busacca/Getty Images for New York Fashion Week: The Shows)

Models Karlie Kloss, Toni Garrn, and Romee Strijd attend the Boss Womenswear fashion show during New York Fashion Week September 2016 at The Gallery, Skylight at Clarkson Sq on September 14, 2016 in New York City.

(Photo by Jared Siskin/Patrick McMullan via Getty Images)

Actress Christina Hendricks (L) and Iris Apfel attend the Naeem Khan fashion show during September 2016 New York Fashion Week at The Arc, Skylight at Moynihan Station on September 14, 2016 in New York City.

(Photo by Michael Stewart/WireImage)

Michael Kors and Chrissy Teigen backstage at the Michael Kors Spring 2017 Runway Show during New York Fashion Week at Spring Studios on September 14, 2016 in New York City.

(Photo by Dimitrios Kambouris/Getty Images for Michael Kors)

Olivia Palermo attends the Michael Kors Spring 2017 Runway Show during New York fashion week at Spring Studios on September 14, 2016 in New York City.

(Photo by Larry Busacca/Getty Images for Michael Kors)

Rosie Huntington-Whitely, Annabelle Wallis and Jessica Alba attend the Ralph Lauren fashion show during New York Fashion Week September 2016 at the Ralph Lauren Madison Avenue Store on September 14, 2016 in New York City.

(Photo by Paul Morigi/WireImage)

Actor Jussie Smollett and model/actress Naomi Campbell are seen arriving at Brandon Maxwell fashion show during New York Fashion Week September 2016 at Russian Tea Room on September 13, 2016 in New York City. (

Photo by Gilbert Carrasquillo/GC Images)

Chloe Grace Moretz attends the Coach 1941 Women's Spring 2017 Show at Pier 76 on September 13, 2016 in New York City.

(Photo by Chance Yeh/Getty Images for Coach)

Olivia Palermo (L) and Whitney Port attend the Lanyu fashion show during the September 2016 New York Fashion Week: The Shows at The Dock, Skylight at Moynihan Station on September 13, 2016 in New York City.

(Photo by Theo Wargo/Getty Images for Lanyu )

Leona Lewis attends the Alice + Olivia by Stacey Bendet presentation during September 2016 New York Fashion Week: The Shows at The Gallery, Skylight at Clarkson Sq on September 13, 2016 in New York City.

(Photo by Michael Stewart/WireImage)

Christina Milian attends the Alice + Olivia by Stacey Bendet Spring/Summer 2017 Presentation during New York Fashion Week September 2016 at Skylight at Clarkson Sq on September 13, 2016 in New York City.

(Photo by Michael Loccisano/Getty Images for Alice + Olivia by Stacey Bendet)

Designer Whitney Port attends the Alice + Olivia by Stacey Bendet Spring/Summer 2017 Presentation during New York Fashion Week September 2016 at Skylight at Clarkson Sq on September 13, 2016 in New York City.

(Photo by Rob Kim/Getty Images for Alice + Olivia by Stacey Bendet)

Candace Cameron Bure attends the Alice + Olivia by Stacey Bendet presentation during September 2016 New York Fashion Week: The Shows at The Gallery, Skylight at Clarkson Sq on September 13, 2016 in New York City.

(Photo by Michael Stewart/WireImage)

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ET has reached out to Swift's reps for comment.

WATCH: Taylor Swift's 13 Biggest Moments of 2016

Swift's months-long absence really shouldn't come as much of a surprise, considering the fact that she was very upfront with her decision to not tour or perform throughout 2017 when she played the DirecTV Now Super Saturday Night pre-Super Bowl concert two months ago.

"By coming to this show tonight, you are attending 100 percent of this year's tour dates," she told the star-studded audience. Check out the video below to hear more.

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