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 London Boy, The Man, Miss Americana & The Heartbreak Prince

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.

London Boy

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

youtube_video 0o0WbQV6OZQ · row 0o0WbQV6OZQ

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The Man

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

youtube_video 1KZ6l73sJ0A · row 1KZ6l73sJ0A

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Miss Americana & The Heartbreak Prince

Listed as Taylor Swift – Miss Americana & The Heartbreak Prince (Lover) · Watch on YouTube

youtube_video 2B9fBFtBXhU · row 2B9fBFtBXhU

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champagne problems

Listed as Taylor Swift – champagne problems (evermore) · Watch on YouTube

youtube_video 3lB7Oh076-8 · row 3lB7Oh076-8

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The Way I Loved You (Taylor’s Version)

Listed as Taylor Swift – The Way I Loved You (Taylor’s Version) (Fearless (Taylor's Version)) · Watch on YouTube

youtube_video 5CbWqM0K2v8 · row 5CbWqM0K2v8

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Gorgeous

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

youtube_video 5DT_ZkSLc4o · row 5DT_ZkSLc4o

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But Daddy I Love Him

Listed as Taylor Swift – But Daddy I Love Him (THE TORTURED POETS DEPARTMENT) · Watch on YouTube

youtube_video 6JUGglBsczQ · row 6JUGglBsczQ

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imgonnagetyouback

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

youtube_video B8z8FRyT_lU · row B8z8FRyT_lU

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"Slut!" (Taylor's Version) (From The Vault)

Listed as Taylor Swift – "Slut!" (Taylor's Version) (From The Vault) (1989 (Taylor's Version)) · Watch on YouTube

youtube_video E1Y3RD3Vt7I · row E1Y3RD3Vt7I

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Midnight Rain

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

youtube_video EL72UcDZLSk · row EL72UcDZLSk

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I Can See You (Taylor’s Version) (From The Vault)

Listed as Taylor Swift – I Can See You (Taylor’s Version) (From The Vault) (Speak Now (Taylor's Version)) · Watch on YouTube

youtube_video F42wDv5uUPo · row F42wDv5uUPo

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Dress

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

youtube_video FNEoPctNIUE · row FNEoPctNIUE

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Getaway Car

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

youtube_video FhPLQVlUiNQ · row FhPLQVlUiNQ

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Florida!!! (feat. Florence + the Machine)

Listed as Taylor Swift – Florida!!! (feat. Florence + the Machine) (THE TORTURED POETS DEPARTMENT) · Watch on YouTube

youtube_video FiqoZyauhdA · row FiqoZyauhdA

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Lover (Remix) (feat. Shawn Mendes)

Listed as Taylor Swift – Lover (Remix) (feat. Shawn Mendes) (Lover (Remix)) · Watch on YouTube

youtube_video GCEljC8gZbU · row GCEljC8gZbU

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Lavender Haze

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

youtube_video GwNPBeWpI-0 · row GwNPBeWpI-0

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The Tortured Poets Department

Listed as Taylor Swift – The Tortured Poets Department (THE TORTURED POETS DEPARTMENT) · Watch on YouTube

youtube_video HHiddAj-Dqc · row HHiddAj-Dqc

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All Of The Girls You Loved Before

Listed as Taylor Swift – All Of The Girls You Loved Before (All Of The Girls You Loved Before) · Watch on YouTube

youtube_video HO-31CVnLes · row HO-31CVnLes

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So Long, London

Listed as Taylor Swift – So Long, London (THE TORTURED POETS DEPARTMENT) · Watch on YouTube

youtube_video HmkwjDqRcIg · row HmkwjDqRcIg

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Maroon

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

youtube_video IHMySdortig · row IHMySdortig

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Is It Over Now? (Taylor's Version) (From The Vault)

Listed as Taylor Swift – Is It Over Now? (Taylor's Version) (From The Vault) (1989 (Taylor's Version)) · Watch on YouTube

youtube_video IV-jmLUe0Go · row IV-jmLUe0Go

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loml

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

youtube_video JPivtCA59fE · row JPivtCA59fE

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exile (feat. Bon Iver)

Listed as Taylor Swift – exile (feat. Bon Iver) (folklore) · Watch on YouTube

youtube_video Nm08yUg38tE · row Nm08yUg38tE

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You’re Losing Me (From The Vault)

Listed as Taylor Swift – You’re Losing Me (From The Vault) (You're Losing Me (From The Vault)) · Watch on YouTube

youtube_video PFlebNTx0nA · row PFlebNTx0nA

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Vigilante Shit

Listed as Taylor Swift – Vigilante Shit (Midnights (3am Edition)) · Watch on YouTube

youtube_video R69aO3PJToo · row R69aO3PJToo

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Long Live (Taylor's Version)

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

youtube_video R_eQOYSHDi8 · row R_eQOYSHDi8

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Welcome To New York

Listed as Taylor Swift – Welcome To New York (1989 (Deluxe)) · Watch on YouTube

youtube_video RfjPHmgBPF0 · row RfjPHmgBPF0

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How Did It End?

Listed as Taylor Swift – How Did It End? (THE TORTURED POETS DEPARTMENT: THE ANTHOLOGY) · Watch on YouTube

youtube_video T0ltPgydMhg · row T0ltPgydMhg

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Bad Blood (Taylor's Version)

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

youtube_video VCb5JPnyoHs · row VCb5JPnyoHs

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ME! (feat. Brendon Urie & Brendon Urie of Panic! At The Disco)

Listed as Taylor Swift – ME! (feat. Brendon Urie & Brendon Urie of Panic! At The Disco) (ME!) · Watch on YouTube

youtube_video ZBFZHOyFMO4 · row ZBFZHOyFMO4

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Fresh Out The Slammer

Listed as Taylor Swift – Fresh Out The Slammer (THE TORTURED POETS DEPARTMENT: THE ANTHOLOGY) · Watch on YouTube

youtube_video _XGbyjwGiCA · row _XGbyjwGiCA

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Paper Rings

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

youtube_video a3FVEgsi5ag · row a3FVEgsi5ag

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Wildest Dreams (Taylor's Version)

Listed as Taylor Swift – Wildest Dreams (Taylor's Version) (This Love (Taylor’s Version)) · Watch on YouTube

youtube_video bhnaPBK9nOQ · row bhnaPBK9nOQ

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Cornelia Street

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

youtube_video bqJ9I-3MG1g · row bqJ9I-3MG1g

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The Alchemy

Listed as Taylor Swift – The Alchemy (THE TORTURED POETS DEPARTMENT) · Watch on YouTube

youtube_video dc6lluyZA8A · row dc6lluyZA8A

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Fearless (Taylor’s Version)

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

youtube_video eVNNfmr_vWI · row eVNNfmr_vWI

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You're On Your Own, Kid

Listed as Taylor Swift – You're On Your Own, Kid (Midnights) · Watch on YouTube

youtube_video fKgoo_KT6aM · row fKgoo_KT6aM

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Red (Taylor's Version)

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

youtube_video fnI07MzNWzA · row fnI07MzNWzA

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The Prophecy

Listed as Taylor Swift – The Prophecy (THE TORTURED POETS DEPARTMENT: THE ANTHOLOGY) · Watch on YouTube

youtube_video gKLNmXPTXMc · row gKLNmXPTXMc

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Call It What You Want

Listed as Taylor Swift – Call It What You Want (reputation (Big Machine Radio Release Special)) · Watch on YouTube

youtube_video hK-N297-aOI · row hK-N297-aOI

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The Smallest Man Who Ever Lived

Listed as Taylor Swift – The Smallest Man Who Ever Lived (THE TORTURED POETS DEPARTMENT: THE ANTHOLOGY) · Watch on YouTube

youtube_video lSCbseKwNFI · row lSCbseKwNFI

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Back To December (Taylor's Version)

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

youtube_video oOEhHDx6xOQ · row oOEhHDx6xOQ

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My Boy Only Breaks His Favorite Toys

Listed as Taylor Swift – My Boy Only Breaks His Favorite Toys (THE TORTURED POETS DEPARTMENT) · Watch on YouTube

youtube_video q1akFrXlIEo · row q1akFrXlIEo

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willow

Listed as Taylor Swift – willow (evermore) · Watch on YouTube

youtube_video qxrMpCMdYwk · row qxrMpCMdYwk

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I Did Something Bad

Listed as Taylor Swift – I Did Something Bad (reputation) · Watch on YouTube

youtube_video xYLxUJ9v6KU · row xYLxUJ9v6KU

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Our Song

Listed as Taylor Swift – Our Song (Taylor Swift (Big Machine Radio Release Special)) · Watch on YouTube

youtube_video y-Gn0L3VpAY · row y-Gn0L3VpAY

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Everything Has Changed (feat. Ed Sheeran)

Listed as Taylor Swift – Everything Has Changed (feat. Ed Sheeran) (Red) · Watch on YouTube

youtube_video y2-erDjl4HU · row y2-erDjl4HU

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Red

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

youtube_video ySAT-PlKx0Q · row ySAT-PlKx0Q

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Bejeweled

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

youtube_video ywUqTGWU7ec · row ywUqTGWU7ec

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End Game (feat. Ed Sheeran & Future)

Listed as Taylor Swift – End Game (feat. Ed Sheeran & Future) (reputation) · Watch on YouTube

youtube_video zAiOfWu5xUk · row zAiOfWu5xUk

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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.