Yes. Scooter has 162 songs listed in a dataset used to train AI music models.

Used for training 162

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 Which Light Switch Is Which?, The Question Is What Is The Question?, Faster Harder Scooter

Listed under the artist name 162 songs in LAION-DISCO-12M

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

Which Light Switch Is Which?

Listed as Scooter – Which Light Switch Is Which? (Which Light Switch Is Which?) · Watch on YouTube

youtube_video -NQyEnZwjnI · row -NQyEnZwjnI

LAION-DISCO-12M

The Question Is What Is The Question?

Listed as Scooter – The Question Is What Is The Question? (Jumping All Over The World) · Watch on YouTube

youtube_video 1X-2bA3Zb6A · row 1X-2bA3Zb6A

LAION-DISCO-12M

Faster Harder Scooter

Listed as Scooter – Faster Harder Scooter (Back To The Heavyweight Jam) · Watch on YouTube

youtube_video 1y_pImzTtA0 · row 1y_pImzTtA0

LAION-DISCO-12M

Mary Got No Lamb (Single Edit)

Listed as Scooter – Mary Got No Lamb (Single Edit) (Mary Got No Lamb) · Watch on YouTube

youtube_video 4mD4UrJ-fHc · row 4mD4UrJ-fHc

LAION-DISCO-12M

The Spell Remains

Listed as Scooter – The Spell Remains (The Spell Remains) · Watch on YouTube

youtube_video 5OC0Q9qcNrY · row 5OC0Q9qcNrY

LAION-DISCO-12M

Constellations

Listed as Scooter – Constellations (Open Your Mind And Your Trousers) · Watch on YouTube

youtube_video 5QOBiizLcGU · row 5QOBiizLcGU

LAION-DISCO-12M

Call Me Mañana

Listed as Scooter – Call Me Mañana (No Time To Chill) · Watch on YouTube

youtube_video 8RJwTiUNjE0 · row 8RJwTiUNjE0

LAION-DISCO-12M

No Fate

Listed as Scooter – No Fate (Rough And Tough And Dangerous (The Singles 1994 - 1998)) · Watch on YouTube

youtube_video 9EdDKFkjLiM · row 9EdDKFkjLiM

LAION-DISCO-12M

Jumping All Over The World

Listed as Scooter – Jumping All Over The World (Jumping All Over The World) · Watch on YouTube

youtube_video 9hXQw8KlVi8 · row 9hXQw8KlVi8

LAION-DISCO-12M

The Sound Above My Hair (Radio Edit / Remastered)

Listed as Scooter – The Sound Above My Hair (Radio Edit / Remastered) (Under The Radar Over The Top (20 Years Of Hardcore Expanded Edition / Remastered)) · Watch on YouTube

youtube_video A8n29dXU7jQ · row A8n29dXU7jQ

LAION-DISCO-12M

Hello! (Good To Be Back)

Listed as Scooter – Hello! (Good To Be Back) (Who's Got The Last Laugh Now?) · Watch on YouTube

youtube_video AHLbURgesKQ · row AHLbURgesKQ

LAION-DISCO-12M

Shake That! (Radio Edit)

Listed as Scooter – Shake That! (Radio Edit) (Mind The Gap) · Watch on YouTube

youtube_video E9g8h5-nxIM · row E9g8h5-nxIM

LAION-DISCO-12M

I'm Raving

Listed as Scooter – I'm Raving (Wicked!) · Watch on YouTube

youtube_video HPuJmnE0d7k · row HPuJmnE0d7k

LAION-DISCO-12M

I'm Lonely (Radio Edit)

Listed as Scooter – I'm Lonely (Radio Edit) (Jumping All over the World - Whatever You Want) · Watch on YouTube

youtube_video Ip7EgD6zi7M · row Ip7EgD6zi7M

LAION-DISCO-12M

Lass uns tanzen

Listed as Scooter – Lass uns tanzen (The Ultimate Aural Orgasm) · Watch on YouTube

youtube_video MxLi9zXRC1M · row MxLi9zXRC1M

LAION-DISCO-12M

Neverending Story

Listed as Scooter – Neverending Story (Jumping All Over The World) · Watch on YouTube

youtube_video OwC7yLWhqE0 · row OwC7yLWhqE0

LAION-DISCO-12M

I'm Your Pusher

Listed as Scooter – I'm Your Pusher (Sheffield) · Watch on YouTube

youtube_video Ozu1Lh4kFJs · row Ozu1Lh4kFJs

LAION-DISCO-12M

Behind The Cow

Listed as Scooter – Behind The Cow (The Ultimate Aural Orgasm) · Watch on YouTube

youtube_video PzlODbBQwDQ · row PzlODbBQwDQ

LAION-DISCO-12M

Weekend! (Club Mix)

Listed as Scooter – Weekend! (Club Mix) (The Stadium Techno Experience (20 Years of Hardcore Expanded Editon)) · Watch on YouTube

youtube_video Td3MUfYLTjc · row Td3MUfYLTjc

LAION-DISCO-12M

Berliner Luft

Listed as Scooter – Berliner Luft (Open Your Mind And Your Trousers) · Watch on YouTube

youtube_video TpFBD3wdykI · row TpFBD3wdykI

LAION-DISCO-12M

Groundhog Day

Listed as Scooter – Groundhog Day (God Save The Rave) · Watch on YouTube

youtube_video UFEB7l-5D54 · row UFEB7l-5D54

LAION-DISCO-12M

Back In The U.K.

Listed as Scooter – Back In The U.K. (Jumping All over the World - Whatever You Want) · Watch on YouTube

youtube_video VK4NVid7iok · row VK4NVid7iok

LAION-DISCO-12M

Stuck On Replay (Radio Edit)

Listed as Scooter – Stuck On Replay (Radio Edit) (Stuck On Replay) · Watch on YouTube

youtube_video Ye-wHjnMTEY · row Ye-wHjnMTEY

LAION-DISCO-12M

Waste Your Youth

Listed as Scooter – Waste Your Youth (Open Your Mind And Your Trousers) · Watch on YouTube

youtube_video ZNddj8hu5pU · row ZNddj8hu5pU

LAION-DISCO-12M

Move Your Ass! (Video Edit)

Listed as Scooter – Move Your Ass! (Video Edit) (Jumping All over the World - Whatever You Want) · Watch on YouTube

youtube_video ZykRV7lDlSI · row ZykRV7lDlSI

LAION-DISCO-12M

Rave Witchers

Listed as FiNCH, Scooter – Rave Witchers (Aprés Ski Party Mix) · Watch on YouTube

youtube_video _Km8HqvjJeY · row _Km8HqvjJeY

LAION-DISCO-12M

Last Minute

Listed as Scooter – Last Minute (Our Happy Hardcore) · Watch on YouTube

youtube_video ambkXWwSMLM · row ambkXWwSMLM

LAION-DISCO-12M

Fuck The Millennium (Radio Edit)

Listed as Scooter – Fuck The Millennium (Radio Edit) (Back To The Heavyweight Jam (20 Years Of Hardcore Expanded Edition / Remastered)) · Watch on YouTube

youtube_video b6L73EgEbMs · row b6L73EgEbMs

LAION-DISCO-12M

Oi

Listed as Scooter – Oi (Ace) · Watch on YouTube

youtube_video fGU9RY0UVCQ · row fGU9RY0UVCQ

LAION-DISCO-12M

Do Not Sit If You Can Dance

Listed as Scooter – Do Not Sit If You Can Dance (Do Not Sit If You Can Dance) · Watch on YouTube

youtube_video gZf3zHc0RTw · row gZf3zHc0RTw

LAION-DISCO-12M

Aiii Shot The DJ (Extended Version)

Listed as Scooter – Aiii Shot The DJ (Extended Version) (Aiii Shot The DJ) · Watch on YouTube

youtube_video gyPuC-vKuoU · row gyPuC-vKuoU

LAION-DISCO-12M

The Age Of Love

Listed as Scooter – The Age Of Love (The Age Of Love) · Watch on YouTube

youtube_video hvGL7HMDQs8 · row hvGL7HMDQs8

LAION-DISCO-12M

Endless Summer

Listed as Scooter – Endless Summer (Jumping All over the World - Whatever You Want) · Watch on YouTube

youtube_video jLbWAQ9tvvw · row jLbWAQ9tvvw

LAION-DISCO-12M

C'est bleu (feat. Vicky Leandros)

Listed as Scooter – C'est bleu (feat. Vicky Leandros) (The Big Mash Up) · Watch on YouTube

youtube_video k3nVBziCmoo · row k3nVBziCmoo

LAION-DISCO-12M

Dead Man

Listed as Scooter, Gucci Mane – Dead Man (Turn up da Block) · Watch on YouTube

youtube_video kQIoAAlWsPI · row kQIoAAlWsPI

LAION-DISCO-12M

One (Always Hardcore) (Live In Hamburg)

Listed as Scooter – One (Always Hardcore) (Live In Hamburg) (Scooter (Live in Hamburg)) · Watch on YouTube

youtube_video mb41pkIj63A · row mb41pkIj63A

LAION-DISCO-12M

Posse (I Need You On The Floor)

Listed as Scooter – Posse (I Need You On The Floor) (We Bring The Noise) · Watch on YouTube

youtube_video puVkit-rh6M · row puVkit-rh6M

LAION-DISCO-12M

We Are The Greatest

Listed as Scooter – We Are The Greatest (No Time To Chill) · Watch on YouTube

youtube_video q0LnSsWZRvo · row q0LnSsWZRvo

LAION-DISCO-12M

Jigga Jigga! (Radio Edit)

Listed as Scooter – Jigga Jigga! (Radio Edit) (Mind The Gap) · Watch on YouTube

youtube_video qTkFKJbqn4I · row qTkFKJbqn4I

LAION-DISCO-12M

It's A Biz (Ain't Nobody) (The Big Mash Up Tour 2012 Edit)

Listed as Scooter – It's A Biz (Ain't Nobody) (The Big Mash Up Tour 2012 Edit) (The Big Mash Up (2012 Tour Edition)) · Watch on YouTube

youtube_video qsy5Vd4F454 · row qsy5Vd4F454

LAION-DISCO-12M

Let Me Be Your Valentine (Edit)

Listed as Scooter – Let Me Be Your Valentine (Edit) (Rough And Tough And Dangerous (The Singles 1994 - 1998)) · Watch on YouTube

youtube_video r9-bsdWBuK4 · row r9-bsdWBuK4

LAION-DISCO-12M

The Night (Radio Edit)

Listed as Scooter – The Night (Radio Edit) (Jumping All over the World - Whatever You Want) · Watch on YouTube

youtube_video sF5nXMb_23M · row sF5nXMb_23M

LAION-DISCO-12M

And No Matches

Listed as Scooter – And No Matches (Jumping All Over The World) · Watch on YouTube

youtube_video sjvkTj17kDU · row sjvkTj17kDU

LAION-DISCO-12M

Rebel Yell

Listed as Scooter – Rebel Yell (Jumping All over the World - Whatever You Want) · Watch on YouTube

youtube_video ssFnZO3tNxA · row ssFnZO3tNxA

LAION-DISCO-12M

Suavemente

Listed as Scooter – Suavemente (Mind The Gap (20 Years Of Hardcore Expanded Edition / Remastered)) · Watch on YouTube

youtube_video tb-jM8KLx5U · row tb-jM8KLx5U

LAION-DISCO-12M

Jump That Rock! (Whatever You Want)

Listed as Scooter, Status Quo – Jump That Rock! (Whatever You Want) (Jumping All over the World - Whatever You Want) · Watch on YouTube

youtube_video teBZmwMvcYQ · row teBZmwMvcYQ

LAION-DISCO-12M

I Keep Hearing Bingo

Listed as Scooter – I Keep Hearing Bingo (Open Your Mind And Your Trousers) · Watch on YouTube

youtube_video vXVXsAmd0X8 · row vXVXsAmd0X8

LAION-DISCO-12M

Break It Up

Listed as Scooter – Break It Up (Wicked!) · Watch on YouTube

youtube_video xDulkYzHmKw · row xDulkYzHmKw

LAION-DISCO-12M

Let's Do It Again

Listed as Scooter – Let's Do It Again (Open Your Mind And Your Trousers) · Watch on YouTube

youtube_video xewQz_DxH_Q · row xewQz_DxH_Q

LAION-DISCO-12M

Rhapsody In E

Listed as Scooter – Rhapsody In E (Hyper Hyper) · Watch on YouTube

youtube_video y10yhXAKenU · row y10yhXAKenU

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.