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 Never Had A Dream Come True (Mike Rizzo Radio Mix), Bring It All Back (K-Klass Club Mix), Two In A Million (Mark’s Vocal Mix)

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.

Never Had A Dream Come True (Mike Rizzo Radio Mix)

Listed as S Club – Never Had A Dream Come True (Mike Rizzo Radio Mix) (Never Had A Dream Come True) · Watch on YouTube

youtube_video 3Pe7SgFQK7Y · row 3Pe7SgFQK7Y

LAION-DISCO-12M

Bring It All Back (K-Klass Club Mix)

Listed as S Club – Bring It All Back (K-Klass Club Mix) (Bring It All Back) · Watch on YouTube

youtube_video 3uflSVzhBW4 · row 3uflSVzhBW4

LAION-DISCO-12M

Two In A Million (Mark’s Vocal Mix)

Listed as S Club – Two In A Million (Mark’s Vocal Mix) (Don’t Stop Movin’ Megamix) · Watch on YouTube

youtube_video 5wuGveMrNMo · row 5wuGveMrNMo

LAION-DISCO-12M

Love Ain't Gonna Wait For You (Single Remix)

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

youtube_video 61F3bOqK9SY · row 61F3bOqK9SY

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Bring It All Back (K-Klass Club Mix)

Listed as S Club – Bring It All Back (K-Klass Club Mix) (Don’t Stop Movin’ Megamix) · Watch on YouTube

youtube_video 6PWlG4tJs-w · row 6PWlG4tJs-w

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Right Guy

Listed as S Club – Right Guy (Don’t Stop Movin’) · Watch on YouTube

youtube_video 8w-wdy-oxZ0 · row 8w-wdy-oxZ0

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Dangerous

Listed as S Club – Dangerous (Have You Ever) · Watch on YouTube

youtube_video Bc81AAJ3_fs · row Bc81AAJ3_fs

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Spiritual Love

Listed as S Club – Spiritual Love (Never Had A Dream Come True) · Watch on YouTube

youtube_video Be2VzQbytU8 · row Be2VzQbytU8

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

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

youtube_video Bl1kqhKVosw · row Bl1kqhKVosw

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In Too Deep

Listed as S Club – In Too Deep (Seeing Double) · Watch on YouTube

youtube_video CHm68R9i-AU · row CHm68R9i-AU

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You (7th District Summer Jam)

Listed as S Club – You (7th District Summer Jam) (Don’t Stop Movin’ Megamix) · Watch on YouTube

youtube_video CriRriEN730 · row CriRriEN730

LAION-DISCO-12M

Reach (Almighty Remix)

Listed as S Club – Reach (Almighty Remix) (Don’t Stop Movin’ Megamix) · Watch on YouTube

youtube_video Cy3-Lk38ckw · row Cy3-Lk38ckw

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The Long & Winding Road

Listed as S Club – The Long & Winding Road (You) · Watch on YouTube

youtube_video DclT_EcWfgM · row DclT_EcWfgM

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The Greatest

Listed as S Club – The Greatest (Seeing Double) · Watch on YouTube

youtube_video EIzRE5KArkM · row EIzRE5KArkM

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Natural (Almighty Mix)

Listed as S Club – Natural (Almighty Mix) (Natural) · Watch on YouTube

youtube_video Ie5B2EEE4lo · row Ie5B2EEE4lo

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Alive (Flip & Fill Remix)

Listed as S Club – Alive (Flip & Fill Remix) (Don’t Stop Movin’ Megamix) · Watch on YouTube

youtube_video JEXndKOoSPs · row JEXndKOoSPs

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Bittersweet

Listed as S Club – Bittersweet (Seeing Double) · Watch on YouTube

youtube_video JJSSPLYvaf8 · row JJSSPLYvaf8

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Special Kind Of Something

Listed as S Club – Special Kind Of Something (Say Goodbye / Love Ain’t Gonna Wait For You) · Watch on YouTube

youtube_video JPyZ_p41SjA · row JPyZ_p41SjA

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Love Ain’t Gonna Wait For You (Illicit Vocal Mix)

Listed as S Club – Love Ain’t Gonna Wait For You (Illicit Vocal Mix) (Don’t Stop Movin’ Megamix) · Watch on YouTube

youtube_video MOW1qG7Z4ds · row MOW1qG7Z4ds

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Discotek

Listed as S Club – Discotek (Alive) · Watch on YouTube

youtube_video OGOAJwZfBb0 · row OGOAJwZfBb0

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Our Time Has Come

Listed as S Club – Our Time Has Come (S Club Party) · Watch on YouTube

youtube_video Po8jKCH3SmA · row Po8jKCH3SmA

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Reach (Steve Anderson Remix)

Listed as S Club, Steve Anderson – Reach (Steve Anderson Remix) (Reach) · Watch on YouTube

youtube_video R3RHUEDEIKI · row R3RHUEDEIKI

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It's A Feel Good Thing

Listed as S Club – It's A Feel Good Thing (S Club) · Watch on YouTube

youtube_video Twksg5LVIbE · row Twksg5LVIbE

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Reach (Almighty Remix)

Listed as S Club, Almighty – Reach (Almighty Remix) (Reach) · Watch on YouTube

youtube_video VnjhjH6A5Fw · row VnjhjH6A5Fw

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Straight From The Heart

Listed as S Club – Straight From The Heart (Seeing Double) · Watch on YouTube

youtube_video W1zEblTR3sk · row W1zEblTR3sk

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Natural (Full Crew Mix)

Listed as S Club – Natural (Full Crew Mix) (Natural) · Watch on YouTube

youtube_video W3xHa4ZXPZg · row W3xHa4ZXPZg

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Hey Kitty Kitty

Listed as S Club – Hey Kitty Kitty (Seeing Double) · Watch on YouTube

youtube_video WnsFHznKMrY · row WnsFHznKMrY

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Love Ain't Gonna Wait For You (Bimbo Jones Club Mix)

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

youtube_video XkRzfvnhsDQ · row XkRzfvnhsDQ

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Secret Love

Listed as S Club – Secret Love (Seeing Double) · Watch on YouTube

youtube_video _yRfzxsFmgE · row _yRfzxsFmgE

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Alive (Flip & Fill Remix)

Listed as S Club – Alive (Flip & Fill Remix) (Alive) · Watch on YouTube

youtube_video byL3jeoMfkY · row byL3jeoMfkY

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You’re My Number One (Almighty Mix)

Listed as S Club – You’re My Number One (Almighty Mix) (Don’t Stop Movin’ Megamix) · Watch on YouTube

youtube_video cKTFGo1TY-w · row cKTFGo1TY-w

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We Can Work It Out (Taken From 'Miami 7')

Listed as S Club – We Can Work It Out (Taken From 'Miami 7') (Two In A Million / You’re My Number One) · Watch on YouTube

youtube_video fwswta9WtJU · row fwswta9WtJU

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S Club Party (Dave’s Git Down Party Mix)

Listed as S Club – S Club Party (Dave’s Git Down Party Mix) (Don’t Stop Movin’ Megamix) · Watch on YouTube

youtube_video gBTcdXfgquU · row gBTcdXfgquU

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Someday, Someway

Listed as S Club – Someday, Someway (Reach) · Watch on YouTube

youtube_video hCAaihpKKvk · row hCAaihpKKvk

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If It's Love

Listed as S Club – If It's Love (Natural) · Watch on YouTube

youtube_video hK_zwDZigSA · row hK_zwDZigSA

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Alive (Almighty Mix)

Listed as S Club – Alive (Almighty Mix) (Seeing Double) · Watch on YouTube

youtube_video i5X8bt-SDMg · row i5X8bt-SDMg

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Gangsta Love

Listed as S Club – Gangsta Love (Seeing Double) · Watch on YouTube

youtube_video kZBPxws7z24 · row kZBPxws7z24

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Don't Stop Movin' (Pants 'n' Corset Club Mix)

Listed as S Club – Don't Stop Movin' (Pants 'n' Corset Club Mix) (Don’t Stop Movin’) · Watch on YouTube

youtube_video kcFeBhDUur4 · row kcFeBhDUur4

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S Club Party (Jason Nevins Club Mix)

Listed as S Club – S Club Party (Jason Nevins Club Mix) (S Club Party) · Watch on YouTube

youtube_video lKkReNQcaVg · row lKkReNQcaVg

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Alive (Bastone & Burnz Alive-N-Kik-N Mix)

Listed as S Club – Alive (Bastone & Burnz Alive-N-Kik-N Mix) (Alive) · Watch on YouTube

youtube_video mJQxt_p236E · row mJQxt_p236E

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The Two Of Us

Listed as S Club – The Two Of Us (Stuart Little (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video nvJdeuU1UKo · row nvJdeuU1UKo

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Good Times (Bradley & Jon)

Listed as S Club – Good Times (Bradley & Jon) (Good Times (Bradley & Jon)) · Watch on YouTube

youtube_video og0tMKD9wa8 · row og0tMKD9wa8

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Stronger (Flip & Fill Remix)

Listed as S Club – Stronger (Flip & Fill Remix) (Stronger) · Watch on YouTube

youtube_video pC9BvHScoj0 · row pC9BvHScoj0

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You (Almighty Mix)

Listed as S Club – You (Almighty Mix) (You) · Watch on YouTube

youtube_video qaZIr5nvUdM · row qaZIr5nvUdM

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S Club Party (Dave's Git Down Party Mix)

Listed as S Club – S Club Party (Dave's Git Down Party Mix) (S Club Party) · Watch on YouTube

youtube_video qxiJwkwl3wE · row qxiJwkwl3wE

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Natural (Route 66 Slow 'n' Low Remix)

Listed as S Club – Natural (Route 66 Slow 'n' Low Remix) (Natural) · Watch on YouTube

youtube_video sfafKaUgjkk · row sfafKaUgjkk

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Stronger

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

youtube_video vo-AvPnLdqs · row vo-AvPnLdqs

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Down At Club S (Taken From 'Miami 7')

Listed as S Club – Down At Club S (Taken From 'Miami 7') (Two In A Million / You’re My Number One) · Watch on YouTube

youtube_video w1QeovOCshE · row w1QeovOCshE

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Bring The House Down (Solaris Mix)

Listed as S Club – Bring The House Down (Solaris Mix) (Don’t Stop Movin’ Megamix) · Watch on YouTube

youtube_video wpBi6fVg22A · row wpBi6fVg22A

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Don't Stop Movin' (Jewels & Stone Mix)

Listed as S Club – Don't Stop Movin' (Jewels & Stone Mix) (Don’t Stop Movin’ Megamix) · Watch on YouTube

youtube_video zhb3WHIn8vI · row zhb3WHIn8vI

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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.