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 Begin Again, the last great american dynasty, no body, no crime (feat. HAIM)

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.

Begin Again

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

youtube_video MExBAg-2Frc · row MExBAg-2Frc

LAION-DISCO-12M

the last great american dynasty

Listed as Taylor Swift – the last great american dynasty (folklore) · Watch on YouTube

youtube_video OIlR5mOc9_s · row OIlR5mOc9_s

LAION-DISCO-12M

no body, no crime (feat. HAIM)

Listed as Taylor Swift – no body, no crime (feat. HAIM) (evermore) · Watch on YouTube

youtube_video QqBvpXFgZ_Q · row QqBvpXFgZ_Q

LAION-DISCO-12M

The Albatross

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

youtube_video TZaa2cJFBg0 · row TZaa2cJFBg0

LAION-DISCO-12M

All You Had To Do Was Stay (Taylor's Version)

Listed as Taylor Swift – All You Had To Do Was Stay (Taylor's Version) (1989 (Taylor's Version)) · Watch on YouTube

youtube_video cEUCx9x8G_0 · row cEUCx9x8G_0

LAION-DISCO-12M

I Forgot That You Existed

Listed as Taylor Swift – I Forgot That You Existed (Lover) · Watch on YouTube

youtube_video gLLE3B75UJw · row gLLE3B75UJw

LAION-DISCO-12M

thanK you aIMee

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

youtube_video grbVHCV4yYc · row grbVHCV4yYc

LAION-DISCO-12M

seven

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

youtube_video llshN1pcGoY · row llshN1pcGoY

LAION-DISCO-12M

Wonderland

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

youtube_video oG9zfPIuwYo · row oG9zfPIuwYo

LAION-DISCO-12M

Speak Now (Taylor's Version)

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

youtube_video rTiYSVlOQjo · row rTiYSVlOQjo

LAION-DISCO-12M

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.