Yes. Girlpool has 62 songs listed in a dataset used to train AI music models.

Used for training 62

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 She Goes By, Butterfly Bulletholes, Light Up Later (feat. Zsela)

Listed under the artist name 62 songs in LAION-DISCO-12M

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

She Goes By

Listed as Girlpool – She Goes By (Powerplant) · Watch on YouTube

youtube_video 4eqo8LVPs_s · row 4eqo8LVPs_s

LAION-DISCO-12M

Butterfly Bulletholes

Listed as Girlpool – Butterfly Bulletholes (Forgiveness) · Watch on YouTube

youtube_video 86A8sNBjj4Y · row 86A8sNBjj4Y

LAION-DISCO-12M

Light Up Later (feat. Zsela)

Listed as Girlpool – Light Up Later (feat. Zsela) (Forgiveness) · Watch on YouTube

youtube_video BgDYL8DfMzY · row BgDYL8DfMzY

LAION-DISCO-12M

Afterlife

Listed as Girlpool – Afterlife (Forgiveness) · Watch on YouTube

youtube_video LMNWuUAk6fY · row LMNWuUAk6fY

LAION-DISCO-12M

Violet

Listed as Girlpool – Violet (Forgiveness) · Watch on YouTube

youtube_video Resb9FqV7UI · row Resb9FqV7UI

LAION-DISCO-12M

Like I'm Winning It (Devonté Hynes Remix)

Listed as Girlpool – Like I'm Winning It (Devonté Hynes Remix) (Touch Me (It's Like I'm Winning It)) · Watch on YouTube

youtube_video RqSyDUEvKUY · row RqSyDUEvKUY

LAION-DISCO-12M

Like I'm Winning It (Porches Remix)

Listed as Girlpool – Like I'm Winning It (Porches Remix) (Touch Me (It's Like I'm Winning It)) · Watch on YouTube

youtube_video THnycZYM5K8 · row THnycZYM5K8

LAION-DISCO-12M

High Rise

Listed as Girlpool – High Rise (Powerplant) · Watch on YouTube

youtube_video ZQQlmsYasq4 · row ZQQlmsYasq4

LAION-DISCO-12M

Fast Dust

Listed as Girlpool – Fast Dust (Powerplant) · Watch on YouTube

youtube_video gSqOgKlI1bA · row gSqOgKlI1bA

LAION-DISCO-12M

Kiss and Burn

Listed as Girlpool – Kiss and Burn (Powerplant) · Watch on YouTube

youtube_video gn5Sqfe3mq4 · row gn5Sqfe3mq4

LAION-DISCO-12M

See Me Now

Listed as Girlpool – See Me Now (Forgiveness) · Watch on YouTube

youtube_video jXccuQ5ZuR0 · row jXccuQ5ZuR0

LAION-DISCO-12M

Like I'm Winning It (Lydia Ainsworth Remix)

Listed as Girlpool – Like I'm Winning It (Lydia Ainsworth Remix) (Touch Me (It's Like I'm Winning It)) · Watch on YouTube

youtube_video qxzmzYKH0OA · row qxzmzYKH0OA

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.