Yes. The Popettes has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Atomic, Single Ladies (Put a Ring On It), Witch Doctor

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Atomic

Listed as The Popettes – Atomic (A Tribute to Blondie) · Watch on YouTube

youtube_video -C-g0dpJN3o · row -C-g0dpJN3o

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Single Ladies (Put a Ring On It)

Listed as The Popettes – Single Ladies (Put a Ring On It) (Let's Hear It for the Girls) · Watch on YouTube

youtube_video 2WfpCF2xMcQ · row 2WfpCF2xMcQ

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Witch Doctor

Listed as The Popettes – Witch Doctor (Do the Conga: Kids Disco Songs) · Watch on YouTube

youtube_video 2ifNOTE6yq8 · row 2ifNOTE6yq8

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Heaven Is a Place on Earth

Listed as The Popettes – Heaven Is a Place on Earth (Unleash the Love) · Watch on YouTube

youtube_video 2pu7bJkGXG0 · row 2pu7bJkGXG0

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Hot N Cold

Listed as The Popettes – Hot N Cold (Sweet 16 Party Album Volume 1) · Watch on YouTube

youtube_video 5jk4VRWiIbw · row 5jk4VRWiIbw

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Jerk It Out

Listed as The Popettes – Jerk It Out (A Tribute to the Music Featured On TV Adverts Vol. 1) · Watch on YouTube

youtube_video 6wiedwArfPg · row 6wiedwArfPg

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The Only Way Is Up

Listed as The Popettes – The Only Way Is Up (A Tribute to the Music Featured On TV Adverts Vol. 2) · Watch on YouTube

youtube_video 806V2NaTuu4 · row 806V2NaTuu4

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Kiss From A Rose

Listed as The Popettes – Kiss From A Rose (Soft Love Classics) · Watch on YouTube

youtube_video 8Z6YzU3-YVU · row 8Z6YzU3-YVU

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Tubthumping

Listed as The Popettes – Tubthumping (Greatest Retro Pop Hits Volume 1) · Watch on YouTube

youtube_video 9Y6LS-LUWbw · row 9Y6LS-LUWbw

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Upside Down

Listed as The Popettes – Upside Down (Greatest Retro Pop Hits Volume 1) · Watch on YouTube

youtube_video A7EBsfBTeUc · row A7EBsfBTeUc

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Play That Funky Music

Listed as The Popettes – Play That Funky Music (Greatest Retro Pop Hits Volume 1) · Watch on YouTube

youtube_video B1jqVe9W06s · row B1jqVe9W06s

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Bleeding Love

Listed as The Popettes – Bleeding Love (The Soundtrack To Your Life: Heartbreak) · Watch on YouTube

youtube_video CHQifUZY78c · row CHQifUZY78c

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You're Beautiful

Listed as The Popettes – You're Beautiful (Soft Love Classics) · Watch on YouTube

youtube_video DK283kCMwfo · row DK283kCMwfo

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All For Love

Listed as The Popettes – All For Love (Gold Classics) · Watch on YouTube

youtube_video DnQUyI-5Lv4 · row DnQUyI-5Lv4

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Agadoo

Listed as The Popettes – Agadoo (Do the Conga: Kids Disco Songs) · Watch on YouTube

youtube_video G6udUAQmHsU · row G6udUAQmHsU

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You're the Voice

Listed as The Popettes – You're the Voice (Unleash the Love) · Watch on YouTube

youtube_video HBAZTqplbCE · row HBAZTqplbCE

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Love Plus One

Listed as The Popettes – Love Plus One (Cheesey Guilty Pleasures Volume 2) · Watch on YouTube

youtube_video HPjjrb_iwwg · row HPjjrb_iwwg

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You Should Be Dancing

Listed as The Popettes – You Should Be Dancing (Greatest Retro Pop Hits Volume 2) · Watch on YouTube

youtube_video K7mhjKxHqMs · row K7mhjKxHqMs

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Glamorous

Listed as The Popettes – Glamorous (Sweet 16 Party Album Volume 3) · Watch on YouTube

youtube_video LzHHFVNGh4Q · row LzHHFVNGh4Q

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Always and Forever

Listed as The Popettes – Always and Forever (May I Have This Dance) · Watch on YouTube

youtube_video MeGgqzoTDOM · row MeGgqzoTDOM

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Itsy Bitsy Teeny Weeny Yellow Polka Dot Bikini

Listed as The Popettes – Itsy Bitsy Teeny Weeny Yellow Polka Dot Bikini (Do the Conga: Kids Disco Songs) · Watch on YouTube

youtube_video NOBy4WWvrqQ · row NOBy4WWvrqQ

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4 Minutes

Listed as The Popettes – 4 Minutes (Sweet 16 Party Album Volume 3) · Watch on YouTube

youtube_video ODjdUeW2wb8 · row ODjdUeW2wb8

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He's So Fine

Listed as The Popettes – He's So Fine (Call the Shots: Essential Girl Group Sounds) · Watch on YouTube

youtube_video PW13Dvf3T18 · row PW13Dvf3T18

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Denis

Listed as The Popettes – Denis (Let's Hear It for the Girls) · Watch on YouTube

youtube_video Q0OltHgjFz4 · row Q0OltHgjFz4

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Ice Ice Baby

Listed as The Popettes – Ice Ice Baby (Greatest Retro Pop Hits Volume 1) · Watch on YouTube

youtube_video Qpn3kGePLi8 · row Qpn3kGePLi8

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We Can't Stop

Listed as The Popettes – We Can't Stop (Pop Queens) · Watch on YouTube

youtube_video Qx93GoVOQdE · row Qx93GoVOQdE

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Can't Fight This Feeling

Listed as The Popettes – Can't Fight This Feeling (Unleash the Love) · Watch on YouTube

youtube_video RY_3ZKKPOos · row RY_3ZKKPOos

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Ventura Highway

Listed as The Popettes – Ventura Highway (Cheesey Guilty Pleasures Volume 1) · Watch on YouTube

youtube_video RtIFqZK24O0 · row RtIFqZK24O0

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Vogue

Listed as The Popettes – Vogue (Greatest Retro Pop Hits Volume 1) · Watch on YouTube

youtube_video Te3rN_GERVs · row Te3rN_GERVs

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I Think We're Alone Now

Listed as The Popettes – I Think We're Alone Now (Cheesey Guilty Pleasures Volume 2) · Watch on YouTube

youtube_video WRXt4ATvMqc · row WRXt4ATvMqc

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Fashion

Listed as The Popettes – Fashion (Pop Queens) · Watch on YouTube

youtube_video YKn2u6DGEJ0 · row YKn2u6DGEJ0

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Karma Chameleon

Listed as The Popettes – Karma Chameleon (Cheesey Guilty Pleasures Volume 2) · Watch on YouTube

youtube_video _Y4rbsMBDbI · row _Y4rbsMBDbI

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Heart of Glass

Listed as The Popettes – Heart of Glass (A Tribute to Blondie) · Watch on YouTube

youtube_video a8j0eiKZJQ8 · row a8j0eiKZJQ8

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Open Arms

Listed as The Popettes – Open Arms (Unleash the Love) · Watch on YouTube

youtube_video eWYCYZtToGA · row eWYCYZtToGA

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Happy Together

Listed as The Popettes – Happy Together (A Tribute to the Music Featured On TV Adverts Vol. 1) · Watch on YouTube

youtube_video gRwzIpcewNU · row gRwzIpcewNU

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I Kissed A Girl

Listed as The Popettes – I Kissed A Girl (Music From E4 Music) · Watch on YouTube

youtube_video h4f4h088IZY · row h4f4h088IZY

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Shake It Off

Listed as The Popettes – Shake It Off (Pop Queens) · Watch on YouTube

youtube_video hQMS6Pwgeo0 · row hQMS6Pwgeo0

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Forever And Ever

Listed as The Popettes – Forever And Ever (Cheesey Guilty Pleasures Volume 2) · Watch on YouTube

youtube_video i8MhvXDgA5w · row i8MhvXDgA5w

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You Get What You Give

Listed as The Popettes – You Get What You Give (Cheesey Guilty Pleasures Volume 2) · Watch on YouTube

youtube_video iTqtcPYQLYE · row iTqtcPYQLYE

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Ashes To Ashes

Listed as The Popettes – Ashes To Ashes (Gold Classics) · Watch on YouTube

youtube_video jr1k5XEW_ek · row jr1k5XEW_ek

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Barbie Girl

Listed as The Popettes – Barbie Girl (Greatest Retro Pop Hits Volume 2) · Watch on YouTube

youtube_video kTlk24sWy20 · row kTlk24sWy20

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The Power

Listed as The Popettes – The Power (A Tribute to the Music Featured On TV Adverts Vol. 1) · Watch on YouTube

youtube_video l9g-9zZouSM · row l9g-9zZouSM

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Holding out for a Hero

Listed as The Popettes – Holding out for a Hero (Unleash the Love) · Watch on YouTube

youtube_video mPkPEdyYVFI · row mPkPEdyYVFI

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With a Little Help from My Friends

Listed as The Popettes – With a Little Help from My Friends (The Best of Pop Rock) · Watch on YouTube

youtube_video pL6J0TO-zrY · row pL6J0TO-zrY

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Flashdance (What A Feeling)

Listed as The Popettes – Flashdance (What A Feeling) (Greatest Retro Pop Hits Volume 2) · Watch on YouTube

youtube_video q2ko0pR6Kjw · row q2ko0pR6Kjw

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Unchained Melody

Listed as The Popettes – Unchained Melody (May I Have This Dance) · Watch on YouTube

youtube_video qbllfR32r5c · row qbllfR32r5c

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Ain't No Mountain High Enough

Listed as The Popettes – Ain't No Mountain High Enough (Greatest Retro Pop Hits Volume 1) · Watch on YouTube

youtube_video rqrcleg8FLw · row rqrcleg8FLw

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Everywhere

Listed as The Popettes – Everywhere (Gold Classics) · Watch on YouTube

youtube_video sOCVOV9MMYQ · row sOCVOV9MMYQ

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Bye, Bye, Bye

Listed as The Popettes – Bye, Bye, Bye (Boys Vs. Girls - Battle Of The Groups) · Watch on YouTube

youtube_video tMKJeQK1i7I · row tMKJeQK1i7I

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Build Me Up Buttercup

Listed as The Popettes – Build Me Up Buttercup (Cheesey Guilty Pleasures Volume 2) · Watch on YouTube

youtube_video wviZFl3peSY · row wviZFl3peSY

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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.