Yes. U.S. Girls has 120 songs listed in a dataset used to train AI music models.

Used for training 120

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 Rosebud (Domenico Torti's 1985 Remix), (Excerpt From Down There), Blue Eyes on the Blvd.

Listed under the artist name 120 songs in LAION-DISCO-12M

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

Rosebud (Domenico Torti's 1985 Remix)

Listed as U.S. Girls – Rosebud (Domenico Torti's 1985 Remix) (Rosebud (Domenico Torti's 1985 Remix)) · Watch on YouTube

youtube_video 4PxNxLoENOc · row 4PxNxLoENOc

LAION-DISCO-12M

(Excerpt From Down There)

Listed as U.S. Girls – (Excerpt From Down There) (U.S. Girls // Dirty Beaches Split 7") · Watch on YouTube

youtube_video 7MrrpnrfRi4 · row 7MrrpnrfRi4

LAION-DISCO-12M

Blue Eyes on the Blvd.

Listed as U.S. Girls – Blue Eyes on the Blvd. (Go Grey) · Watch on YouTube

youtube_video 8IkE45gSdbk · row 8IkE45gSdbk

LAION-DISCO-12M

Curves

Listed as U.S. Girls – Curves (Gem) · Watch on YouTube

youtube_video CQ1Tz1YovRE · row CQ1Tz1YovRE

LAION-DISCO-12M

Peotone

Listed as U.S. Girls – Peotone (U.S. GIRLS on KRAAK) · Watch on YouTube

youtube_video CtrNp9jtd90 · row CtrNp9jtd90

LAION-DISCO-12M

Why Do I Lose My Voice When I Have Something to Say

Listed as U.S. Girls – Why Do I Lose My Voice When I Have Something to Say (In A Poem Unlimited) · Watch on YouTube

youtube_video Ikrbwy3LL0k · row Ikrbwy3LL0k

LAION-DISCO-12M

I Can Hear Music

Listed as U.S. Girls – I Can Hear Music (Slim Baby) · Watch on YouTube

youtube_video MuyAKb__U0c · row MuyAKb__U0c

LAION-DISCO-12M

The Color of Your Childhood Bedroom

Listed as U.S. Girls – The Color of Your Childhood Bedroom (Heavy Light) · Watch on YouTube

youtube_video OJKzhN7x8is · row OJKzhN7x8is

LAION-DISCO-12M

Blue Christmas

Listed as U.S. Girls – Blue Christmas (Christmas Rules (Vol. 2)) · Watch on YouTube

youtube_video QjpkiM15LYY · row QjpkiM15LYY

LAION-DISCO-12M

Carr Laugh

Listed as U.S Girls – Carr Laugh (U.S Girls / Slim Twig) · Watch on YouTube

youtube_video ScO4MhnneKA · row ScO4MhnneKA

LAION-DISCO-12M

Mah Marie

Listed as U.S. Girls – Mah Marie (U.S. Girls // Dirty Beaches Split 7") · Watch on YouTube

youtube_video TR7_AZyznfw · row TR7_AZyznfw

LAION-DISCO-12M

Today

Listed as U.S. Girls – Today (U.S. Girls // Dirty Beaches Split 7") · Watch on YouTube

youtube_video U0z5AGHN660 · row U0z5AGHN660

LAION-DISCO-12M

Forward Troubles Asia

Listed as U.S. Girls – Forward Troubles Asia (Introducing) · Watch on YouTube

youtube_video Xh1tua30cnA · row Xh1tua30cnA

LAION-DISCO-12M

test test

Listed as U.S. Girls – test test (U.S. GIRLS on KRAAK) · Watch on YouTube

youtube_video gPB0ZfRL9cs · row gPB0ZfRL9cs

LAION-DISCO-12M

Rosebud (Glasses Remix)

Listed as U.S. Girls – Rosebud (Glasses Remix) (Rosebud (Glasses Remix)) · Watch on YouTube

youtube_video kKyv0tfpaWY · row kKyv0tfpaWY

LAION-DISCO-12M

Sleeping on Glass

Listed as U.S. Girls – Sleeping on Glass (Go Grey) · Watch on YouTube

youtube_video kxVSTS1iuaA · row kxVSTS1iuaA

LAION-DISCO-12M

Traviata

Listed as U.S. Girls – Traviata (In A Poem Unlimited) · Watch on YouTube

youtube_video mQU5a8Q-eUI · row mQU5a8Q-eUI

LAION-DISCO-12M

Always E

Listed as U.S. Girls – Always E (Introducing) · Watch on YouTube

youtube_video oXPeFhJLR0Y · row oXPeFhJLR0Y

LAION-DISCO-12M

Wells dubs

Listed as U.S. Girls – Wells dubs (U.S. GIRLS on KRAAK) · Watch on YouTube

youtube_video r_dafDgkDM8 · row r_dafDgkDM8

LAION-DISCO-12M

I Won't Tell (Your Papa, No) Excerpts

Listed as U.S Girls – I Won't Tell (Your Papa, No) Excerpts (U.S Girls / Slim Twig) · Watch on YouTube

youtube_video t5irsCocPO4 · row t5irsCocPO4

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.