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 Damn That Valley, Pearly Gates (Bunker Session), Sororal Feelings

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.

Damn That Valley

Listed as U.S. Girls – Damn That Valley (Half Free) · Watch on YouTube

youtube_video -hx_ZthXOJs · row -hx_ZthXOJs

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Pearly Gates (Bunker Session)

Listed as U.S. Girls – Pearly Gates (Bunker Session) (Lives) · Watch on YouTube

youtube_video -ztg3tl5J0k · row -ztg3tl5J0k

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Sororal Feelings

Listed as U.S. Girls – Sororal Feelings (Half Free) · Watch on YouTube

youtube_video 0e51Sm-MnMQ · row 0e51Sm-MnMQ

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And Yet It Moves / Y Se Mueve

Listed as U.S. Girls – And Yet It Moves / Y Se Mueve (Heavy Light) · Watch on YouTube

youtube_video 0nJC6_Rr80o · row 0nJC6_Rr80o

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Superstar

Listed as U.S. Girls, Bootsy Collins – Superstar (Superstar) · Watch on YouTube

youtube_video 3xXXrVohZos · row 3xXXrVohZos

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4 American Dollars

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

youtube_video 6f4VTtox60k · row 6f4VTtox60k

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Navy & Cream

Listed as U.S. Girls – Navy & Cream (Half Free) · Watch on YouTube

youtube_video 7LMnvBfmUSU · row 7LMnvBfmUSU

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Overtime

Listed as U.S. Girls – Overtime (Heavy Light) · Watch on YouTube

youtube_video 7rsCV-VRI-w · row 7rsCV-VRI-w

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Window Shades

Listed as U.S. Girls – Window Shades (Half Free) · Watch on YouTube

youtube_video 83LGCjg4K_0 · row 83LGCjg4K_0

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Woodstock '99

Listed as U.S. Girls – Woodstock '99 (Heavy Light) · Watch on YouTube

youtube_video 9-kH6X7LlyI · row 9-kH6X7LlyI

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Red Ford Radio

Listed as U.S. Girls – Red Ford Radio (Go Grey) · Watch on YouTube

youtube_video 9LVOfq9fGFA · row 9LVOfq9fGFA

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M.A.H.

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

youtube_video A7izaFFOwD0 · row A7izaFFOwD0

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the day after 4th July

Listed as U.S. Girls – the day after 4th July (U.S. GIRLS on KRAAK) · Watch on YouTube

youtube_video BE0Gf-1osC8 · row BE0Gf-1osC8

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Bless This Mess

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

youtube_video DEU89ADRLdM · row DEU89ADRLdM

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R.I.P. Roy G. Biv (feat. Marker Starling)

Listed as U.S. Girls – R.I.P. Roy G. Biv (feat. Marker Starling) (Bless This Mess) · Watch on YouTube

youtube_video E6RS57aVc5Y · row E6RS57aVc5Y

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IOU

Listed as U.S. Girls – IOU (Heavy Light) · Watch on YouTube

youtube_video FEcBefTRIms · row FEcBefTRIms

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Pearly Gates

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

youtube_video JPyagW1Ogbs · row JPyagW1Ogbs

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Pump (feat. Alanna Stuart)

Listed as U.S. Girls – Pump (feat. Alanna Stuart) (Bless This Mess) · Watch on YouTube

youtube_video LqohK-cMC6E · row LqohK-cMC6E

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Santa Stay Home

Listed as U.S. Girls – Santa Stay Home (Santa Stay Home) · Watch on YouTube

youtube_video M7Nu0S0ZraI · row M7Nu0S0ZraI

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Rosebud (Q Session)

Listed as U.S. Girls – Rosebud (Q Session) (Lives) · Watch on YouTube

youtube_video NkWcmQJk86U · row NkWcmQJk86U

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Woman's Work

Listed as U.S. Girls – Woman's Work (Half Free) · Watch on YouTube

youtube_video Oc6fH2vs4GE · row Oc6fH2vs4GE

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Sororal Feelings (Amoeba Session)

Listed as U.S. Girls – Sororal Feelings (Amoeba Session) (Lives) · Watch on YouTube

youtube_video QbpUgVCggJ0 · row QbpUgVCggJ0

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Just Space For Light

Listed as U.S. Girls – Just Space For Light (Bless This Mess) · Watch on YouTube

youtube_video TSap7MrhN_A · row TSap7MrhN_A

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Jack

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

youtube_video Tkn0DEBqgog · row Tkn0DEBqgog

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So Typically Now

Listed as U.S. Girls – So Typically Now (Bless This Mess) · Watch on YouTube

youtube_video U0eJjRCP0uQ · row U0eJjRCP0uQ

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L-Over

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

youtube_video UrUVFwMnbfQ · row UrUVFwMnbfQ

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Velvet 4 Sale

Listed as U.S. Girls – Velvet 4 Sale (In A Poem Unlimited) · Watch on YouTube

youtube_video VG-i1Vg1kTA · row VG-i1Vg1kTA

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Screen Face (feat. Michael Rault)

Listed as U.S. Girls – Screen Face (feat. Michael Rault) (Bless This Mess) · Watch on YouTube

youtube_video V_iLWVGgwE8 · row V_iLWVGgwE8

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Boys (U.S. Girls Live From The Peppermint Lounge Remix)

Listed as Seth Bogart, U.S. Girls – Boys (U.S. Girls Live From The Peppermint Lounge Remix) (Boys - U.S. Girls Live From The Peppermint Lounge Remix) · Watch on YouTube

youtube_video VlG6AxF79uI · row VlG6AxF79uI

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Island Song

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

youtube_video aUKYTFTgqZs · row aUKYTFTgqZs

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New Age Thriller

Listed as U.S. Girls – New Age Thriller (Half Free) · Watch on YouTube

youtube_video cnuGZtcfZKw · row cnuGZtcfZKw

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Futures Bet

Listed as U.S. Girls – Futures Bet (Bless This Mess) · Watch on YouTube

youtube_video dUaoDxEFfCo · row dUaoDxEFfCo

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Sed Knife

Listed as U.S. Girls – Sed Knife (Half Free) · Watch on YouTube

youtube_video eClH4NpiMWI · row eClH4NpiMWI

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the boy is mine

Listed as U.S. Girls – the boy is mine (U.S. GIRLS on KRAAK) · Watch on YouTube

youtube_video fFVsB12h3ok · row fFVsB12h3ok

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Incidental Boogie

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

youtube_video gZ7bQyguWCQ · row gZ7bQyguWCQ

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Rosebud

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

youtube_video hdIXUkZS5q4 · row hdIXUkZS5q4

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Time

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

youtube_video jybtQEHvmTc · row jybtQEHvmTc

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Junkyard

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

youtube_video kcmBd5X1UMA · row kcmBd5X1UMA

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St. James Way

Listed as U.S. Girls – St. James Way (Bless This Mess) · Watch on YouTube

youtube_video ks9-8HYrpyc · row ks9-8HYrpyc

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CIUT Spot

Listed as U.S. Girls – CIUT Spot (Lives) · Watch on YouTube

youtube_video n9W0P6qPOAE · row n9W0P6qPOAE

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Red Comes In Many Shades

Listed as U.S. Girls – Red Comes In Many Shades (Half Free) · Watch on YouTube

youtube_video pepTSpLTq_M · row pepTSpLTq_M

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Rage of Plastics

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

youtube_video s9-iXK5KFfE · row s9-iXK5KFfE

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Overtime (Alex Frankel Remix)

Listed as U.S. Girls – Overtime (Alex Frankel Remix) (Overtime (Alex Frankel Remix)) · Watch on YouTube

youtube_video ssawnhjg_RM · row ssawnhjg_RM

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Telephone Play No. 1

Listed as U.S. Girls – Telephone Play No. 1 (Half Free) · Watch on YouTube

youtube_video uuJf96lSmk8 · row uuJf96lSmk8

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Poem

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

youtube_video v1qJEluhA78 · row v1qJEluhA78

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Only Daedalus

Listed as U.S. Girls – Only Daedalus (Bless This Mess) · Watch on YouTube

youtube_video viASJ7zvM1M · row viASJ7zvM1M

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Down in the Boondocks

Listed as U.S. Girls – Down in the Boondocks (Gem) · Watch on YouTube

youtube_video x5vTHWsKECs · row x5vTHWsKECs

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Tux (Your Body Fills Me, Boo)

Listed as U.S. Girls – Tux (Your Body Fills Me, Boo) (Bless This Mess) · Watch on YouTube

youtube_video yaUOYhCy06E · row yaUOYhCy06E

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Slim Baby

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

youtube_video ypj6U_TGpaY · row ypj6U_TGpaY

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Red Ford Radio

Listed as U.S. Girls – Red Ford Radio (Heavy Light) · Watch on YouTube

youtube_video zgNE_mYlaWY · row zgNE_mYlaWY

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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.