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 National Anthem, Don't Understand That Man, Navy & Cream / Window Shades (Pitchfork Live)

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.

National Anthem

Listed as U.S. Girls – National Anthem (Introducing) · Watch on YouTube

youtube_video -Dgyn3AFCBU · row -Dgyn3AFCBU

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Don't Understand That Man

Listed as U.S. Girls – Don't Understand That Man (Gem) · Watch on YouTube

youtube_video 0rKVQ5DDql4 · row 0rKVQ5DDql4

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Navy & Cream / Window Shades (Pitchfork Live)

Listed as U.S. Girls – Navy & Cream / Window Shades (Pitchfork Live) (Lives) · Watch on YouTube

youtube_video 1kIeyJT14DA · row 1kIeyJT14DA

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His Son's Future

Listed as U.S. Girls – His Son's Future (Go Grey) · Watch on YouTube

youtube_video 1n7X6EbFKU4 · row 1n7X6EbFKU4

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Untie Me

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

youtube_video 46waN9DIVqs · row 46waN9DIVqs

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Turnaround Time

Listed as U.S. Girls – Turnaround Time (Go Grey) · Watch on YouTube

youtube_video 6GjVX3igEoc · row 6GjVX3igEoc

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Morgan Bolger Lahr Haley

Listed as U.S Girls – Morgan Bolger Lahr Haley (U.S Girls / Slim Twig) · Watch on YouTube

youtube_video 8c7YuzUxzAU · row 8c7YuzUxzAU

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Bless This Mess (CBC Live)

Listed as U.S. Girls – Bless This Mess (CBC Live) (Lives) · Watch on YouTube

youtube_video 9cSjywb7Bbc · row 9cSjywb7Bbc

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4 American Dollars (Buffetlibre Remix)

Listed as U.S. Girls – 4 American Dollars (Buffetlibre Remix) (4 American Dollars (Buffetlibre Remix)) · Watch on YouTube

youtube_video 9xYJuMjQa80 · row 9xYJuMjQa80

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Summer of the Yellow Dress

Listed as U.S. Girls – Summer of the Yellow Dress (Go Grey) · Watch on YouTube

youtube_video AYjc2q7FAHM · row AYjc2q7FAHM

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Advice to Teenage Self

Listed as U.S. Girls – Advice to Teenage Self (Heavy Light) · Watch on YouTube

youtube_video AoEWF8bTzaE · row AoEWF8bTzaE

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Prove It All Night

Listed as U.S. Girls – Prove It All Night (Introducing) · Watch on YouTube

youtube_video CQypJdNtvzE · row CQypJdNtvzE

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Friendlies + Pamela + GG

Listed as U.S. Girls – Friendlies + Pamela + GG (U.S. GIRLS on KRAAK) · Watch on YouTube

youtube_video G5vCyiDX89I · row G5vCyiDX89I

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28 Days (KEXP Session)

Listed as U.S. Girls – 28 Days (KEXP Session) (Lives) · Watch on YouTube

youtube_video Io47FsLc76M · row Io47FsLc76M

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Don't Understand That Man

Listed as U.S. Girls – Don't Understand That Man (Introducing) · Watch on YouTube

youtube_video JxXVUhB2srw · row JxXVUhB2srw

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North on 45

Listed as U.S. Girls – North on 45 (Gem) · Watch on YouTube

youtube_video LfSWHBhgAJg · row LfSWHBhgAJg

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Incidental Boogie (Neptune Theatre)

Listed as U.S. Girls – Incidental Boogie (Neptune Theatre) (Lives) · Watch on YouTube

youtube_video MNpsCKMLzz8 · row MNpsCKMLzz8

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IOU (CBC Live)

Listed as U.S. Girls – IOU (CBC Live) (Lives) · Watch on YouTube

youtube_video N0GeYd1NYcM · row N0GeYd1NYcM

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Mutate Machine

Listed as U.S. Girls – Mutate Machine (Introducing) · Watch on YouTube

youtube_video NvvRvTiE55E · row NvvRvTiE55E

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If These Walls Could Talk

Listed as U.S Girls – If These Walls Could Talk (U.S Girls / Slim Twig) · Watch on YouTube

youtube_video UGSC1EjIWc4 · row UGSC1EjIWc4

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I Don't Have a Mind of My Own

Listed as U.S. Girls – I Don't Have a Mind of My Own (Go Grey) · Watch on YouTube

youtube_video UYfmb86eFCk · row UYfmb86eFCk

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So Typically Now (Eli Escobar Remix)

Listed as U.S. Girls – So Typically Now (Eli Escobar Remix) (So Typically Now (Eli Escobar Remix)) · Watch on YouTube

youtube_video Uih20PUGBW0 · row Uih20PUGBW0

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Sinkhole

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

youtube_video VUch3dOZp5Y · row VUch3dOZp5Y

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The Quiver to the Bomb

Listed as U.S. Girls – The Quiver to the Bomb (Heavy Light) · Watch on YouTube

youtube_video W8NHCbTtvgc · row W8NHCbTtvgc

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The Most Hurtful Thing

Listed as U.S. Girls – The Most Hurtful Thing (Heavy Light) · Watch on YouTube

youtube_video WGKnDS6x2I4 · row WGKnDS6x2I4

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Outta State

Listed as U.S. Girls – Outta State (Introducing) · Watch on YouTube

youtube_video WmXPg1slDac · row WmXPg1slDac

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Pump (CBC Live)

Listed as U.S. Girls – Pump (CBC Live) (Lives) · Watch on YouTube

youtube_video Z3EYP9FrbKg · row Z3EYP9FrbKg

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Time (Pitchfork Live)

Listed as U.S. Girls – Time (Pitchfork Live) (Lives) · Watch on YouTube

youtube_video bTNslcLDUoY · row bTNslcLDUoY

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Another Color

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

youtube_video cpuTfWNbGV0 · row cpuTfWNbGV0

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He Who

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

youtube_video dNaxRr2GKWA · row dNaxRr2GKWA

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Peter

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

youtube_video gxW2VTdLD0k · row gxW2VTdLD0k

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Rosemary

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

youtube_video gyZvY_Iq7WE · row gyZvY_Iq7WE

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Lit Fire To This Life

Listed as U.S. Girls – Lit Fire To This Life (Introducing) · Watch on YouTube

youtube_video jBzjBh7qe5Y · row jBzjBh7qe5Y

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Jungle Jokes

Listed as U.S. Girls – Jungle Jokes (Introducing) · Watch on YouTube

youtube_video jMxa2U3LLds · row jMxa2U3LLds

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Born to Lose

Listed as U.S. Girls – Born to Lose (Heavy Light) · Watch on YouTube

youtube_video kIPnyz57Veo · row kIPnyz57Veo

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State House (It's a Man's World)

Listed as U.S. Girls – State House (It's a Man's World) (Heavy Light) · Watch on YouTube

youtube_video n9RZfF9IGXs · row n9RZfF9IGXs

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Down on Jackson

Listed as U.S. Girls – Down on Jackson (Go Grey) · Watch on YouTube

youtube_video nIYlJYa5t68 · row nIYlJYa5t68

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The Mountain's High

Listed as U.S. Girls – The Mountain's High (Go Grey) · Watch on YouTube

youtube_video nRs8OAH5rAg · row nRs8OAH5rAg

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Si, I mean Oui

Listed as U.S. Girls – Si, I mean Oui (U.S. GIRLS on KRAAK) · Watch on YouTube

youtube_video oX65Hrb_XRw · row oX65Hrb_XRw

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Work from Home

Listed as U.S. Girls – Work from Home (Gem) · Watch on YouTube

youtube_video pX14OJpJ1-k · row pX14OJpJ1-k

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Denise, Don't Wait

Listed as U.S. Girls – Denise, Don't Wait (Heavy Light) · Watch on YouTube

youtube_video qfVs5Ar7is0 · row qfVs5Ar7is0

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Red Ford Radio (Bunker Session)

Listed as U.S. Girls – Red Ford Radio (Bunker Session) (Lives) · Watch on YouTube

youtube_video qiBmaQZy1a8 · row qiBmaQZy1a8

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4 American Dollars (CBC Live)

Listed as U.S. Girls – 4 American Dollars (CBC Live) (Lives) · Watch on YouTube

youtube_video s-Jxub9lOn4 · row s-Jxub9lOn4

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Slim Baby (Demo)

Listed as U.S. Girls – Slim Baby (Demo) (Jack) · Watch on YouTube

youtube_video sUXCSDiPO9M · row sUXCSDiPO9M

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Walk Life Away

Listed as U.S. Girls – Walk Life Away (Introducing) · Watch on YouTube

youtube_video tRYrmrf23r8 · row tRYrmrf23r8

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State House (It's a Man's World)

Listed as U.S. Girls – State House (It's a Man's World) (U.S. GIRLS on KRAAK) · Watch on YouTube

youtube_video tzcDjRYlgps · row tzcDjRYlgps

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Velvet 4 Sale (Tune-Yards Fiction Dub Mix)

Listed as U.S. Girls – Velvet 4 Sale (Tune-Yards Fiction Dub Mix) (Coast To Coast / Velvet 4 Sale (Remixes)) · Watch on YouTube

youtube_video y3WgN35SPWY · row y3WgN35SPWY

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M.A.H. (Pitchfork Live)

Listed as U.S. Girls – M.A.H. (Pitchfork Live) (Lives) · Watch on YouTube

youtube_video yp75z1CZYTs · row yp75z1CZYTs

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R.I.P. KJSN (AM910)

Listed as U.S. Girls – R.I.P. KJSN (AM910) (Introducing) · Watch on YouTube

youtube_video zIsu5arHWXE · row zIsu5arHWXE

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Iran Then, Iraqognized Her

Listed as U.S. Girls – Iran Then, Iraqognized Her (U.S. GIRLS on KRAAK) · Watch on YouTube

youtube_video zm1w-mKmO1M · row zm1w-mKmO1M

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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.