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 Do It 'Till We Drop, Hello Friend, Summertime Feeling

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.

Do It 'Till We Drop

Listed as S Club – Do It 'Till We Drop (Seeing Double) · Watch on YouTube

youtube_video -7ac07ri-nA · row -7ac07ri-nA

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Hello Friend

Listed as S Club – Hello Friend (Bring It All Back) · Watch on YouTube

youtube_video 0vsxNkuhNoU · row 0vsxNkuhNoU

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Summertime Feeling

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

youtube_video 0yHd8IOZMZA · row 0yHd8IOZMZA

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I Will Find You

Listed as S Club – I Will Find You (Sunshine) · Watch on YouTube

youtube_video 3hWCbtIXBrA · row 3hWCbtIXBrA

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Lately

Listed as S Club – Lately ("7") · Watch on YouTube

youtube_video 4DZ4LToTspc · row 4DZ4LToTspc

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Who Do You Think You Are?

Listed as S Club – Who Do You Think You Are? (Seeing Double) · Watch on YouTube

youtube_video 6NLwQ4PnUJk · row 6NLwQ4PnUJk

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Two In A Million (Boyfriends & Birthdays Version)

Listed as S Club – Two In A Million (Boyfriends & Birthdays Version) ("7") · Watch on YouTube

youtube_video 7cerROs0x0k · row 7cerROs0x0k

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Everybody Wants You

Listed as S Club – Everybody Wants You (S Club) · Watch on YouTube

youtube_video 9hVtnQqrAVY · row 9hVtnQqrAVY

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So Right

Listed as S Club – So Right (Bring It All Back) · Watch on YouTube

youtube_video A8AZJvIip1c · row A8AZJvIip1c

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Perfect Christmas

Listed as S Club – Perfect Christmas (Ultimate Pop Christmas) · Watch on YouTube

youtube_video Ak38-eyW35o · row Ak38-eyW35o

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Dance Dance Dance

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

youtube_video Bi2jkogWTcM · row Bi2jkogWTcM

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Bring The House Down

Listed as S Club – Bring The House Down ("7") · Watch on YouTube

youtube_video F1mdjTftLus · row F1mdjTftLus

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Good Times

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

youtube_video FSoYiZuWqJM · row FSoYiZuWqJM

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Bring It All Back

Listed as S Club – Bring It All Back (S Club) · Watch on YouTube

youtube_video G-vBymB7sNQ · row G-vBymB7sNQ

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Boy Like You

Listed as S Club – Boy Like You (Sunshine) · Watch on YouTube

youtube_video GOXI_4HvGTY · row GOXI_4HvGTY

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You

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

youtube_video I8pa0vi5j4Q · row I8pa0vi5j4Q

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Friday Night

Listed as S Club – Friday Night (S Club) · Watch on YouTube

youtube_video KS20H7rddbU · row KS20H7rddbU

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Whole Lotta Nothing

Listed as S Club – Whole Lotta Nothing (Seeing Double) · Watch on YouTube

youtube_video Op9DYaZdFMU · row Op9DYaZdFMU

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It's Alright

Listed as S Club – It's Alright (Sunshine) · Watch on YouTube

youtube_video Q2AyG9nJQt4 · row Q2AyG9nJQt4

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Reach

Listed as S Club – Reach ("7") · Watch on YouTube

youtube_video Q2p0x5ZzS00 · row Q2p0x5ZzS00

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All In Love Is Fair

Listed as S Club – All In Love Is Fair ("7") · Watch on YouTube

youtube_video RkUrTGY-ZuY · row RkUrTGY-ZuY

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Can You Feel the Love Tonight

Listed as S Club – Can You Feel the Love Tonight (Disneymania) · Watch on YouTube

youtube_video UL8gtnQ1hQc · row UL8gtnQ1hQc

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Viva La Fiesta

Listed as S Club – Viva La Fiesta (S Club) · Watch on YouTube

youtube_video XINpJZ3RM78 · row XINpJZ3RM78

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Let Me Sleep

Listed as S Club – Let Me Sleep (Seeing Double) · Watch on YouTube

youtube_video XmHajFwRRjg · row XmHajFwRRjg

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I Really Miss You

Listed as S Club – I Really Miss You (S Club) · Watch on YouTube

youtube_video Y4kLz2UbiQs · row Y4kLz2UbiQs

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Two In A Million

Listed as S Club – Two In A Million (S Club) · Watch on YouTube

youtube_video a-uOD5KCtgU · row a-uOD5KCtgU

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I'll Keep Waiting

Listed as S Club – I'll Keep Waiting ("7") · Watch on YouTube

youtube_video a3ISGHCJWlY · row a3ISGHCJWlY

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The Colour Of Blue

Listed as S Club – The Colour Of Blue ("7") · Watch on YouTube

youtube_video b6eJHKagMQs · row b6eJHKagMQs

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Show Me Your Colours

Listed as S Club – Show Me Your Colours (Sunshine) · Watch on YouTube

youtube_video dBillQtN9nk · row dBillQtN9nk

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Dance (Radio Version)

Listed as S Club – Dance (Radio Version) (Seeing Double) · Watch on YouTube

youtube_video euEzjkNRu40 · row euEzjkNRu40

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You're My Number One

Listed as S Club – You're My Number One (S Club) · Watch on YouTube

youtube_video hTTRcMZdSWk · row hTTRcMZdSWk

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Never Had A Dream Come True

Listed as S Club – Never Had A Dream Come True ("7") · Watch on YouTube

youtube_video hlCpiAkqRSU · row hlCpiAkqRSU

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Natural (Single Version)

Listed as S Club – Natural (Single Version) ("7") · Watch on YouTube

youtube_video i142yvp-OqU · row i142yvp-OqU

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Stand By You

Listed as S Club – Stand By You (Never Had A Dream Come True) · Watch on YouTube

youtube_video jN0ZK8m6vYk · row jN0ZK8m6vYk

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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’) · Watch on YouTube

youtube_video lmzzHdwTSyw · row lmzzHdwTSyw

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I'll Be There

Listed as S Club – I'll Be There ("7") · Watch on YouTube

youtube_video lwELt0zNy7g · row lwELt0zNy7g

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Best Friend

Listed as S Club – Best Friend ("7") · Watch on YouTube

youtube_video mnQQnkfBCw8 · row mnQQnkfBCw8

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Gonna Change The World

Listed as S Club – Gonna Change The World (S Club) · Watch on YouTube

youtube_video moaJqRga4LI · row moaJqRga4LI

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Reach (Eiffel 65 Remix) (feat. Eiffel 65)

Listed as S Club, Eiffel 65 – Reach (Eiffel 65 Remix) (feat. Eiffel 65) (Reach) · Watch on YouTube

youtube_video pXP7A2X-a9w · row pXP7A2X-a9w

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Love Ain't Gonna Wait For You

Listed as S Club – Love Ain't Gonna Wait For You (Seeing Double) · Watch on YouTube

youtube_video qeLl2sZE5no · row qeLl2sZE5no

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Hope For The Future

Listed as S Club – Hope For The Future (S Club) · Watch on YouTube

youtube_video qt10sudsw0A · row qt10sudsw0A

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Have You Ever

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

youtube_video s2s3DVyHwYA · row s2s3DVyHwYA

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Love Train

Listed as S Club – Love Train ("7") · Watch on YouTube

youtube_video s8h3Ce_HfQU · row s8h3Ce_HfQU

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Alive

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

youtube_video sT0ClMXihqc · row sT0ClMXihqc

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Cross My Heart

Listed as S Club – Cross My Heart ("7") · Watch on YouTube

youtube_video st3qEpEdYmY · row st3qEpEdYmY

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These Are The Days

Listed as S Club – These Are The Days (These Are The Days) · Watch on YouTube

youtube_video u4pK0xSfgCA · row u4pK0xSfgCA

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Say Goodbye

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

youtube_video ueV-3HLRTBs · row ueV-3HLRTBs

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Don't Stop Movin'

Listed as S Club – Don't Stop Movin' (Sunshine) · Watch on YouTube

youtube_video w60C081sLtI · row w60C081sLtI

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Sunshine

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

youtube_video wUJ10SldNqc · row wUJ10SldNqc

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S Club Party

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

youtube_video z766-kV6rTc · row z766-kV6rTc

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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.