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 Ghost Riders In The Sky, Every Breath You Take, Macarena (Bayside Boys Mix)

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.

Ghost Riders In The Sky

Listed as The Popettes – Ghost Riders In The Sky (Gold Classics) · Watch on YouTube

youtube_video 0Rufn9R33NA · row 0Rufn9R33NA

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Every Breath You Take

Listed as The Popettes – Every Breath You Take (The Soundtrack To Your Life: Heartbreak) · Watch on YouTube

youtube_video 3aSFf-WT_NU · row 3aSFf-WT_NU

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Macarena (Bayside Boys Mix)

Listed as The Popettes – Macarena (Bayside Boys Mix) (Greatest Retro Pop Hits Volume 1) · Watch on YouTube

youtube_video 3c2Co7WE2R4 · row 3c2Co7WE2R4

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I Want It That Way

Listed as The Popettes – I Want It That Way (Boys Vs. Girls - Battle Of The Groups) · Watch on YouTube

youtube_video 3pyPPx45f7A · row 3pyPPx45f7A

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It Is You (I Have Loved)

Listed as The Popettes – It Is You (I Have Loved) (Soft Love Classics) · Watch on YouTube

youtube_video 4C5mEQFPJLo · row 4C5mEQFPJLo

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Sweet Escape

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

youtube_video 9v5ljinma_w · row 9v5ljinma_w

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Boys Are Back in Town

Listed as The Popettes – Boys Are Back in Town (A Tribute to the Music Featured On TV Adverts Vol. 1) · Watch on YouTube

youtube_video CQen-VfZcNA · row CQen-VfZcNA

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I Love Rock'n'Roll

Listed as The Popettes – I Love Rock'n'Roll (Greatest Retro Pop Hits Volume 2) · Watch on YouTube

youtube_video CihKnSkRRnI · row CihKnSkRRnI

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Call Me

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

youtube_video DtSqiv4mcsI · row DtSqiv4mcsI

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Footloose

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

youtube_video EnWkNzQv2aU · row EnWkNzQv2aU

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So What

Listed as The Popettes – So What (Music From E4 Music) · Watch on YouTube

youtube_video EvDovw6jq1c · row EvDovw6jq1c

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When Doves Cry

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

youtube_video FomXZwB9B3E · row FomXZwB9B3E

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Take You There

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

youtube_video GJVFtFulxc4 · row GJVFtFulxc4

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Survivor

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

youtube_video HL3S-QLegoo · row HL3S-QLegoo

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Waiting For A Star To Fall

Listed as The Popettes – Waiting For A Star To Fall (Cheesey Guilty Pleasures Volume 2) · Watch on YouTube

youtube_video IrXAyN5zLjA · row IrXAyN5zLjA

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I Don't Want To Miss A Thing

Listed as The Popettes – I Don't Want To Miss A Thing (May I Have This Dance) · Watch on YouTube

youtube_video IwhBV6HGY-E · row IwhBV6HGY-E

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These Boots Are Made for Walkin'

Listed as The Popettes – These Boots Are Made for Walkin' (A Tribute to the Music Featured On TV Adverts Vol. 1) · Watch on YouTube

youtube_video Iydp9uVyuJ0 · row Iydp9uVyuJ0

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Physical

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

youtube_video Jr_SDsV_Ctg · row Jr_SDsV_Ctg

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Rapper's Delight

Listed as The Popettes – Rapper's Delight (Greatest Retro Pop Hits Volume 1) · Watch on YouTube

youtube_video K9qk_vgOiZ0 · row K9qk_vgOiZ0

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Kung Fu Fighting

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

youtube_video KE3upZSI5bg · row KE3upZSI5bg

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Beggin'

Listed as The Popettes – Beggin' (A Tribute to the Music Featured On TV Adverts Vol. 2) · Watch on YouTube

youtube_video KRDbxPO6bdQ · row KRDbxPO6bdQ

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Car Wash

Listed as The Popettes – Car Wash (Ladies Of Pop) · Watch on YouTube

youtube_video KiLVRc44DBw · row KiLVRc44DBw

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Ride On Time

Listed as The Popettes – Ride On Time (A Tribute to the Music Featured On TV Adverts Vol. 2) · Watch on YouTube

youtube_video MNUArCTxtd4 · row MNUArCTxtd4

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I Miss My Friend

Listed as The Popettes – I Miss My Friend (Soft Love Classics) · Watch on YouTube

youtube_video PG8CCMRr2sM · row PG8CCMRr2sM

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Rock & Roll

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

youtube_video QeV0RiTK9v0 · row QeV0RiTK9v0

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Shake It

Listed as The Popettes – Shake It (Sweet 16 Party Album Volume 1) · Watch on YouTube

youtube_video QyHcRdEM6Jc · row QyHcRdEM6Jc

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Nine In The Afternoon

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

youtube_video UBE5m_6LsAA · row UBE5m_6LsAA

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One Way or Another (Teenage Kicks)

Listed as The Popettes – One Way or Another (Teenage Kicks) (The Best of Pop Rock) · Watch on YouTube

youtube_video Yj3rt4MycJw · row Yj3rt4MycJw

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All Around The World

Listed as The Popettes – All Around The World (Ladies Of Pop) · Watch on YouTube

youtube_video Z8ZSpLQqP5Q · row Z8ZSpLQqP5Q

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Angels

Listed as The Popettes – Angels (Soft Love Classics) · Watch on YouTube

youtube_video ZEkmAa91jic · row ZEkmAa91jic

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I'm Too Sexy

Listed as The Popettes – I'm Too Sexy (Greatest Retro Pop Hits Volume 1) · Watch on YouTube

youtube_video _uoSjrBVIkU · row _uoSjrBVIkU

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Woman In Love

Listed as The Popettes – Woman In Love (Soft Love Classics) · Watch on YouTube

youtube_video bepWEXJUgZU · row bepWEXJUgZU

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ABC

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

youtube_video e0X43e6C33c · row e0X43e6C33c

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Sara

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

youtube_video h0BPeHNWwkY · row h0BPeHNWwkY

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You're the First, the Last, My Everything

Listed as The Popettes – You're the First, the Last, My Everything (A Tribute to the Music Featured On TV Adverts Vol. 1) · Watch on YouTube

youtube_video jYgdH5o7OK0 · row jYgdH5o7OK0

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The Promise

Listed as The Popettes – The Promise (Music From E4 Music) · Watch on YouTube

youtube_video jjCdZzOs6z0 · row jjCdZzOs6z0

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I Try

Listed as The Popettes – I Try (Soft Love Classics) · Watch on YouTube

youtube_video jspzy7kFrjY · row jspzy7kFrjY

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Faithfully

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

youtube_video mSw4n89CsSw · row mSw4n89CsSw

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Nothing's Gonna Stop Us Now

Listed as The Popettes – Nothing's Gonna Stop Us Now (Unleash the Love) · Watch on YouTube

youtube_video net4eew84Xs · row net4eew84Xs

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Bitch Better Have My Money

Listed as The Popettes – Bitch Better Have My Money (Pop Queens) · Watch on YouTube

youtube_video oDlJ7Zv3V9Y · row oDlJ7Zv3V9Y

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Come Away With Me

Listed as The Popettes – Come Away With Me (Norah Jones/Katie Melua: Back to Back) · Watch on YouTube

youtube_video p1VLVh1RI80 · row p1VLVh1RI80

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I Want to Know What Love Is

Listed as The Popettes – I Want to Know What Love Is (Unleash the Love) · Watch on YouTube

youtube_video p6q3VcacLc4 · row p6q3VcacLc4

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November Rain

Listed as The Popettes – November Rain (Unleash the Love) · Watch on YouTube

youtube_video pEiL0KlLyhY · row pEiL0KlLyhY

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Lollipop

Listed as The Popettes – Lollipop (Sing Sing Sing) · Watch on YouTube

youtube_video qKDeqNI2NDA · row qKDeqNI2NDA

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I'm Not Gonna Teach Your Boyfriend How To Dance With You

Listed as The Popettes – I'm Not Gonna Teach Your Boyfriend How To Dance With You (Sweet 16 Party Album Volume 3) · Watch on YouTube

youtube_video rTDnCLeufoo · row rTDnCLeufoo

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Back to Black

Listed as The Popettes – Back to Black (A Tribute to Amy Winehouse) · Watch on YouTube

youtube_video sIKwD5iGRdg · row sIKwD5iGRdg

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When I Grow Up

Listed as The Popettes – When I Grow Up (Music From E4 Music) · Watch on YouTube

youtube_video t162tMWarrg · row t162tMWarrg

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You're So Vain

Listed as The Popettes – You're So Vain (Ladies Of Pop) · Watch on YouTube

youtube_video vqVxlNlFWU4 · row vqVxlNlFWU4

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Billie Jean (album Version)

Listed as The Popettes – Billie Jean (album Version) (Greatest Retro Pop Hits Volume 2) · Watch on YouTube

youtube_video yYJIMe8jBys · row yYJIMe8jBys

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Maneater

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

youtube_video zm0SJ8aD9zk · row zm0SJ8aD9zk

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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.