Yes. Taylor Swift has 160 songs listed in a dataset used to train AI music models.

Used for training 160

songs in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including Anti-Hero (Jayda G Remix), Blank Space (Taylor's Version), Look What You Made Me Do

Listed under the artist name 160 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

Anti-Hero (Jayda G Remix)

Listed as Taylor Swift, Jayda G – Anti-Hero (Jayda G Remix) (Anti-Hero (Remixes)) · Watch on YouTube

youtube_video -GlF15J-p5s · row -GlF15J-p5s

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Blank Space (Taylor's Version)

Listed as Taylor Swift – Blank Space (Taylor's Version) (1989 (Taylor's Version)) · Watch on YouTube

youtube_video -MtKC5wXqdQ · row -MtKC5wXqdQ

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Look What You Made Me Do

Listed as Taylor Swift – Look What You Made Me Do (reputation (Big Machine Radio Release Special)) · Watch on YouTube

youtube_video 117xdufmtMY · row 117xdufmtMY

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You Need To Calm Down

Listed as Taylor Swift – You Need To Calm Down (Lover) · Watch on YouTube

youtube_video 1wgr1Bjxs7E · row 1wgr1Bjxs7E

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Down Bad

Listed as Taylor Swift – Down Bad (THE TORTURED POETS DEPARTMENT) · Watch on YouTube

youtube_video 3Uoe8W649pw · row 3Uoe8W649pw

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Delicate

Listed as Taylor Swift – Delicate (reputation) · Watch on YouTube

youtube_video 5XMCHTAbwtU · row 5XMCHTAbwtU

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We Are Never Ever Getting Back Together

Listed as Taylor Swift – We Are Never Ever Getting Back Together (Red) · Watch on YouTube

youtube_video 65Q7EdWnjqM · row 65Q7EdWnjqM

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Bad Blood

Listed as Taylor Swift – Bad Blood (1989) · Watch on YouTube

youtube_video 663K25hyYG0 · row 663K25hyYG0

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Enchanted (Taylor's Version)

Listed as Taylor Swift – Enchanted (Taylor's Version) (Speak Now (Taylor's Version)) · Watch on YouTube

youtube_video 7IID5YLPg7w · row 7IID5YLPg7w

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All Too Well (10 Minute Version) [Taylor's Version] [From The Vault]

Listed as Taylor Swift – All Too Well (10 Minute Version) [Taylor's Version] [From The Vault] (Red (Taylor's Version)) · Watch on YouTube

youtube_video 7SqC7_f_-0M · row 7SqC7_f_-0M

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...Ready For It? (BloodPop® Remix)

Listed as Taylor Swift, BloodPop® – ...Ready For It? (BloodPop® Remix) (...Ready For It? (BloodPop® Remix)) · Watch on YouTube

youtube_video 7mzd8S78x34 · row 7mzd8S78x34

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Love Story (Taylor’s Version)

Listed as Taylor Swift – Love Story (Taylor’s Version) (Fearless (Taylor's Version)) · Watch on YouTube

youtube_video 8HljKMDLOgQ · row 8HljKMDLOgQ

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august

Listed as Taylor Swift – august (folklore) · Watch on YouTube

youtube_video 92jy750yv00 · row 92jy750yv00

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Cruel Summer (LP Giobbi Remix)

Listed as Taylor Swift, LP Giobbi – Cruel Summer (LP Giobbi Remix) (The Cruelest Summer) · Watch on YouTube

youtube_video A6BkCLSBbb4 · row A6BkCLSBbb4

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my tears ricochet

Listed as Taylor Swift – my tears ricochet (folklore) · Watch on YouTube

youtube_video CsiVvkzCdSI · row CsiVvkzCdSI

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Love Story

Listed as Taylor Swift – Love Story (Fearless (International Version)) · Watch on YouTube

youtube_video CxcEqhy4yKg · row CxcEqhy4yKg

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I Don’t Wanna Live Forever (Fifty Shades Darker)

Listed as ZAYN, Taylor Swift – I Don’t Wanna Live Forever (Fifty Shades Darker) (Fifty Shades Darker (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video J2dqEK7pdBQ · row J2dqEK7pdBQ

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You Belong With Me

Listed as Taylor Swift – You Belong With Me (Fearless (Platinum Edition)) · Watch on YouTube

youtube_video LYyUr75fs_o · row LYyUr75fs_o

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cardigan

Listed as Taylor Swift – cardigan (folklore) · Watch on YouTube

youtube_video M_lVZIpgnjU · row M_lVZIpgnjU

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Anti-Hero (Kungs Remix)

Listed as Taylor Swift, Kungs – Anti-Hero (Kungs Remix) (Anti-Hero (Remixes)) · Watch on YouTube

youtube_video OGIjlZJ-PiY · row OGIjlZJ-PiY

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22

Listed as Taylor Swift – 22 (Red) · Watch on YouTube

youtube_video QQXZyf0OJpI · row QQXZyf0OJpI

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...Ready For It?

Listed as Taylor Swift – ...Ready For It? (reputation) · Watch on YouTube

youtube_video Qf9SOEkZR9Q · row Qf9SOEkZR9Q

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I Can Do It With a Broken Heart

Listed as Taylor Swift – I Can Do It With a Broken Heart (THE TORTURED POETS DEPARTMENT) · Watch on YouTube

youtube_video V1yoiDhB9ZI · row V1yoiDhB9ZI

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I Knew You Were Trouble.

Listed as Taylor Swift – I Knew You Were Trouble. (Red) · Watch on YouTube

youtube_video VmBoTeLsKfs · row VmBoTeLsKfs

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Safe & Sound (Taylor's Version)

Listed as Taylor Swift, Joy Williams, John Paul White – Safe & Sound (Taylor's Version) (Safe & Sound (Taylor's Version)) · Watch on YouTube

youtube_video a5Icr9m8vbc · row a5Icr9m8vbc

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Cruel Summer

Listed as Taylor Swift – Cruel Summer (Lover) · Watch on YouTube

youtube_video aC9HkZW2hZk · row aC9HkZW2hZk

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Should've Said No (The 3D Concert Experience)

Listed as Jonas Brothers, Taylor Swift – Should've Said No (The 3D Concert Experience) (Music from the 3D Concert Experience) · Watch on YouTube

youtube_video aRx4TPtmyIk · row aRx4TPtmyIk

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Love Story

Listed as Taylor Swift – Love Story (Fearless (Platinum Edition)) · Watch on YouTube

youtube_video aZ1hziFhj1o · row aZ1hziFhj1o

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Blank Space

Listed as Taylor Swift – Blank Space (1989 (Deluxe)) · Watch on YouTube

youtube_video dC9QIUKviJU · row dC9QIUKviJU

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Fortnight (feat. Post Malone)

Listed as Taylor Swift – Fortnight (feat. Post Malone) (THE TORTURED POETS DEPARTMENT) · Watch on YouTube

youtube_video eXrmLd5mer4 · row eXrmLd5mer4

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Who’s Afraid of Little Old Me?

Listed as Taylor Swift – Who’s Afraid of Little Old Me? (THE TORTURED POETS DEPARTMENT) · Watch on YouTube

youtube_video fpgSYmjs2YY · row fpgSYmjs2YY

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Anti-Hero

Listed as Taylor Swift – Anti-Hero (Midnights) · Watch on YouTube

youtube_video gGwN25z7FrE · row gGwN25z7FrE

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Don’t Blame Me

Listed as Taylor Swift – Don’t Blame Me (reputation) · Watch on YouTube

youtube_video kRJKB291Z1g · row kRJKB291Z1g

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Wildest Dreams

Listed as Taylor Swift – Wildest Dreams (1989 (Deluxe)) · Watch on YouTube

youtube_video l9d6Ih2rzog · row l9d6Ih2rzog

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Shake It Off (Taylor's Version)

Listed as Taylor Swift – Shake It Off (Taylor's Version) (1989 (Taylor's Version)) · Watch on YouTube

youtube_video nOc68bLYe90 · row nOc68bLYe90

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Back To December

Listed as Taylor Swift – Back To December (Speak Now) · Watch on YouTube

youtube_video nzQKL8XJOx8 · row nzQKL8XJOx8

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Daylight

Listed as Taylor Swift – Daylight (Lover) · Watch on YouTube

youtube_video ppqxBjkziqo · row ppqxBjkziqo

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Karma

Listed as Taylor Swift – Karma (Midnights) · Watch on YouTube

youtube_video pzVYSfzNQ5Y · row pzVYSfzNQ5Y

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Lavender Haze (Felix Jaehn Remix)

Listed as Taylor Swift, Felix Jaehn – Lavender Haze (Felix Jaehn Remix) (Lavender Haze (Remix)) · Watch on YouTube

youtube_video qibPONBkc60 · row qibPONBkc60

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So High School

Listed as Taylor Swift – So High School (THE TORTURED POETS DEPARTMENT: THE ANTHOLOGY) · Watch on YouTube

youtube_video raBlDihTtbU · row raBlDihTtbU

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Guilty as Sin?

Listed as Taylor Swift – Guilty as Sin? (THE TORTURED POETS DEPARTMENT) · Watch on YouTube

youtube_video rpLCx-fkEX0 · row rpLCx-fkEX0

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Anti-Hero (ILLENIUM Remix)

Listed as Taylor Swift, ILLENIUM – Anti-Hero (ILLENIUM Remix) (Anti-Hero (ILLENIUM Remix)) · Watch on YouTube

youtube_video rqNXtJDzYY4 · row rqNXtJDzYY4

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Style

Listed as Taylor Swift – Style (1989 (Deluxe)) · Watch on YouTube

youtube_video sEPXrepgujY · row sEPXrepgujY

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Shake It Off

Listed as Taylor Swift – Shake It Off (1989 (Deluxe)) · Watch on YouTube

youtube_video sWMk8dwljFU · row sWMk8dwljFU

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You Belong With Me (Taylor’s Version)

Listed as Taylor Swift – You Belong With Me (Taylor’s Version) (Fearless (Taylor's Version)) · Watch on YouTube

youtube_video uD8d1KrDQcY · row uD8d1KrDQcY

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Lover

Listed as Taylor Swift – Lover (Lover) · Watch on YouTube

youtube_video uLL2xTK35Qc · row uLL2xTK35Qc

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Enchanted

Listed as Taylor Swift – Enchanted (Speak Now) · Watch on YouTube

youtube_video vv3um0BlygY · row vv3um0BlygY

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Style (Taylor's Version)

Listed as Taylor Swift – Style (Taylor's Version) (1989 (Taylor's Version)) · Watch on YouTube

youtube_video w6Y8fvBczYM · row w6Y8fvBczYM

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Delicate (Seeb Remix)

Listed as Taylor Swift, Seeb – Delicate (Seeb Remix) (Delicate (Seeb Remix)) · Watch on YouTube

youtube_video wKOvh1Oh8W4 · row wKOvh1Oh8W4

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Anti-Hero (Roosevelt Remix)

Listed as Taylor Swift, Roosevelt – Anti-Hero (Roosevelt Remix) (Anti-Hero (Remixes)) · Watch on YouTube

youtube_video zo8Ho71ISQY · row zo8Ho71ISQY

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What this means

Last reviewed 2026-09-24.

Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.

What you can do

3 routes. None is a guarantee.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.