Yes. S Club has 123 songs listed in a dataset used to train AI music models.

Used for training 123

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 You (7th District Summer Jam), Dance (Harry's Afro Hut Wonky Remix), Natural (Sharp Boys Club Vocal)

Listed under the artist name 123 songs in LAION-DISCO-12M

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

You (7th District Summer Jam)

Listed as S Club – You (7th District Summer Jam) (You) · Watch on YouTube

youtube_video 3s0oaxKvtsQ · row 3s0oaxKvtsQ

LAION-DISCO-12M

Dance (Harry's Afro Hut Wonky Remix)

Listed as S Club – Dance (Harry's Afro Hut Wonky Remix) (Alive) · Watch on YouTube

youtube_video AFmtVAsrCQo · row AFmtVAsrCQo

LAION-DISCO-12M

Natural (Sharp Boys Club Vocal)

Listed as S Club – Natural (Sharp Boys Club Vocal) (Natural) · Watch on YouTube

youtube_video AR0gUiQBXs0 · row AR0gUiQBXs0

LAION-DISCO-12M

Don't Stop Movin' (Pants 'n' Corsets Tuff Dub)

Listed as S Club – Don't Stop Movin' (Pants 'n' Corsets Tuff Dub) (Don’t Stop Movin’) · Watch on YouTube

youtube_video CovW7Hz7Cb4 · row CovW7Hz7Cb4

LAION-DISCO-12M

Stronger (Solar8 Mix)

Listed as S Club – Stronger (Solar8 Mix) (Stronger) · Watch on YouTube

youtube_video EPC9giBDq1Y · row EPC9giBDq1Y

LAION-DISCO-12M

Stronger (ATFC's Twelvetoten Vocal)

Listed as S Club – Stronger (ATFC's Twelvetoten Vocal) (Stronger) · Watch on YouTube

youtube_video ITKV7xIq_w4 · row ITKV7xIq_w4

LAION-DISCO-12M

Don't Stop Movin' (Steve Thomas Remix)

Listed as S Club – Don't Stop Movin' (Steve Thomas Remix) (Don’t Stop Movin’) · Watch on YouTube

youtube_video OerPqSpQhlk · row OerPqSpQhlk

LAION-DISCO-12M

S Club Party (Paul & Bradley's Mix)

Listed as S Club – S Club Party (Paul & Bradley's Mix) (S Club Party) · Watch on YouTube

youtube_video VvpTh8XFjbw · row VvpTh8XFjbw

LAION-DISCO-12M

Don't Stop Movin' (Trisco's Vocal Mix)

Listed as S Club – Don't Stop Movin' (Trisco's Vocal Mix) (Don’t Stop Movin’) · Watch on YouTube

youtube_video _RxprC7Jrts · row _RxprC7Jrts

LAION-DISCO-12M

Natural (Sharp Boys Prance Dub)

Listed as S Club – Natural (Sharp Boys Prance Dub) (Natural) · Watch on YouTube

youtube_video a4Aofwk6fyY · row a4Aofwk6fyY

LAION-DISCO-12M

Don't Stop Movin' (D-Bop's Mirrorball Mix)

Listed as S Club – Don't Stop Movin' (D-Bop's Mirrorball Mix) (Don’t Stop Movin’) · Watch on YouTube

youtube_video ca2sg-Ffsuo · row ca2sg-Ffsuo

LAION-DISCO-12M

Stronger (Flatline 'Full Strength Addiction' Mix)

Listed as S Club – Stronger (Flatline 'Full Strength Addiction' Mix) (Stronger) · Watch on YouTube

youtube_video eCiGTrfH4aw · row eCiGTrfH4aw

LAION-DISCO-12M

Love Ain't Gonna Wait For You (Illicit Dub Mix)

Listed as S Club – Love Ain't Gonna Wait For You (Illicit Dub Mix) (Say Goodbye / Love Ain’t Gonna Wait For You) · Watch on YouTube

youtube_video iL-9BmoodT4 · row iL-9BmoodT4

LAION-DISCO-12M

Two In A Million (Mark Picchiotti Radio Mix)

Listed as S Club – Two In A Million (Mark Picchiotti Radio Mix) (Two In A Million / You’re My Number One) · Watch on YouTube

youtube_video jOvdxgI_iNo · row jOvdxgI_iNo

LAION-DISCO-12M

Don't Stop Movin' (Trisco's Instrumental)

Listed as S Club – Don't Stop Movin' (Trisco's Instrumental) (Don’t Stop Movin’) · Watch on YouTube

youtube_video jc2V4AeDI0s · row jc2V4AeDI0s

LAION-DISCO-12M

Two In A Million (Mark!'s Vocal Mix)

Listed as S Club – Two In A Million (Mark!'s Vocal Mix) (Two In A Million / You’re My Number One) · Watch on YouTube

youtube_video jlwbjW8_lPQ · row jlwbjW8_lPQ

LAION-DISCO-12M

Stronger (ATFC's Twelvetoten Dub)

Listed as S Club – Stronger (ATFC's Twelvetoten Dub) (Stronger) · Watch on YouTube

youtube_video m_deENi19KE · row m_deENi19KE

LAION-DISCO-12M

You (The Bold And The Beautiful Swishy Disco Mix)

Listed as S Club – You (The Bold And The Beautiful Swishy Disco Mix) (You) · Watch on YouTube

youtube_video npKBnAiadfE · row npKBnAiadfE

LAION-DISCO-12M

Bring The House Down (Solaris Mix)

Listed as S Club – Bring The House Down (Solaris Mix) (Bring The House Down) · Watch on YouTube

youtube_video tPkklp-vnj0 · row tPkklp-vnj0

LAION-DISCO-12M

Bring The House Down (Almighty Mix)

Listed as S Club – Bring The House Down (Almighty Mix) (Bring The House Down) · Watch on YouTube

youtube_video td947TyG8kA · row td947TyG8kA

LAION-DISCO-12M

You're My Number One (Almighty Mix)

Listed as S Club – You're My Number One (Almighty Mix) (Two In A Million / You’re My Number One) · Watch on YouTube

youtube_video wB9qYoGUaAY · row wB9qYoGUaAY

LAION-DISCO-12M

Love Ain't Gonna Wait For You (Harry's Afro Hut 'Going Down' Mix)

Listed as S Club – Love Ain't Gonna Wait For You (Harry's Afro Hut 'Going Down' Mix) (Say Goodbye / Love Ain’t Gonna Wait For You) · Watch on YouTube

youtube_video yODmoL0OgGI · row yODmoL0OgGI

LAION-DISCO-12M

Natural (Crash & Burn Remix)

Listed as S Club – Natural (Crash & Burn Remix) (Natural) · Watch on YouTube

youtube_video yrfQ3gXAKN0 · row yrfQ3gXAKN0

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.