Yes. PEGGY has 13 songs listed in a dataset used to train AI music models.

Used for training 13

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 Villains Aren't Born (They're Made) (Acoustic Version), LOVE, Fictional Men (Sped Up Version)

Listed under the artist name 13 songs in LAION-DISCO-12M

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

Villains Aren't Born (They're Made) (Acoustic Version)

Listed as PEGGY – Villains Aren't Born (They're Made) (Acoustic Version) (Villains Aren't Born (They're Made) (Acoustic Version)) · Watch on YouTube

youtube_video 0X9-DRhivpg · row 0X9-DRhivpg

LAION-DISCO-12M

LOVE

Listed as PEGGY – LOVE (LOVE) · Watch on YouTube

youtube_video 1VJ0ffJYHLk · row 1VJ0ffJYHLk

LAION-DISCO-12M

Fictional Men (Sped Up Version)

Listed as PEGGY – Fictional Men (Sped Up Version) (Fictional Men (Sped Up Version)) · Watch on YouTube

youtube_video 6kczwkuJPRY · row 6kczwkuJPRY

LAION-DISCO-12M

DEAR READER

Listed as PEGGY – DEAR READER (DEAR READER) · Watch on YouTube

youtube_video EbP2SpP0Kn0 · row EbP2SpP0Kn0

LAION-DISCO-12M

30 SECOND LOVE STORY

Listed as PEGGY – 30 SECOND LOVE STORY (30 SECOND LOVE STORY) · Watch on YouTube

youtube_video Edo-_DVCliE · row Edo-_DVCliE

LAION-DISCO-12M

Villains Aren't Born (They're Made)

Listed as PEGGY – Villains Aren't Born (They're Made) (Villains Aren't Born (They're Made)) · Watch on YouTube

youtube_video GdMDXpLu5iw · row GdMDXpLu5iw

LAION-DISCO-12M

Fictional Men

Listed as PEGGY – Fictional Men (Fictional Men) · Watch on YouTube

youtube_video MuT2u7U9Roo · row MuT2u7U9Roo

LAION-DISCO-12M

Criminal (feat. Solaya)

Listed as Goodwerks, PEGGY – Criminal (feat. Solaya) (Broken Glass, Vol. 8) · Watch on YouTube

youtube_video bkvKv7kg6Ws · row bkvKv7kg6Ws

LAION-DISCO-12M

FEMININE RAGE

Listed as PEGGY – FEMININE RAGE (DEAR READER) · Watch on YouTube

youtube_video cdDco5iLbww · row cdDco5iLbww

LAION-DISCO-12M

ALICE

Listed as PEGGY – ALICE (ALICE) · Watch on YouTube

youtube_video jBXsX7A4UKo · row jBXsX7A4UKo

LAION-DISCO-12M

FLIGHT RISK

Listed as PEGGY – FLIGHT RISK (FLIGHT RISK) · Watch on YouTube

youtube_video oWZ-H42Tswo · row oWZ-H42Tswo

LAION-DISCO-12M

MESS

Listed as PEGGY – MESS (MESS) · Watch on YouTube

youtube_video tpaqwWGclbI · row tpaqwWGclbI

LAION-DISCO-12M

Falling for the Villain

Listed as PEGGY – Falling for the Villain (Falling for the Villain) · Watch on YouTube

youtube_video wlTuHHLYiw4 · row wlTuHHLYiw4

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.