Yes. Westbam has 90 songs listed in a dataset used to train AI music models.

Used for training 90

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 Way Up (Short Rave Mix), Bulgarian Breaks, Die Dunkelsequenz

Listed under the artist name 90 songs in LAION-DISCO-12M

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

Way Up (Short Rave Mix)

Listed as Westbam/ML – Way Up (Short Rave Mix) (Way Up) · Watch on YouTube

youtube_video -HKvBiKesbM · row -HKvBiKesbM

LAION-DISCO-12M

Bulgarian Breaks

Listed as Westbam/ML – Bulgarian Breaks (The Risky Sets) · Watch on YouTube

youtube_video -PF-ulN34lM · row -PF-ulN34lM

LAION-DISCO-12M

Die Dunkelsequenz

Listed as Westbam – Die Dunkelsequenz (GHOST IN THE SHELL VIDEOGAME SOUNDTRACK MEGATECH BODY. DIGITAL. LTD.) · Watch on YouTube

youtube_video 0wfw1o1H04g · row 0wfw1o1H04g

LAION-DISCO-12M

You Need The Drugs (&ME Remix) (feat. Richard Butler)

Listed as Westbam – You Need The Drugs (&ME Remix) (feat. Richard Butler) (You Need The Drugs (&ME Remix)) · Watch on YouTube

youtube_video 1ao8E8DQve8 · row 1ao8E8DQve8

LAION-DISCO-12M

C'est la Vie

Listed as Westbam/ML feat. Richard Judge – C'est la Vie (Famous Last Songs, Vol. 1) · Watch on YouTube

youtube_video 2qnz2vBLxas · row 2qnz2vBLxas

LAION-DISCO-12M

Moonriver

Listed as Westbam – Moonriver (GHOST IN THE SHELL VIDEOGAME SOUNDTRACK MEGATECH BODY. DIGITAL. LTD.) · Watch on YouTube

youtube_video 40_ZYRb-xO0 · row 40_ZYRb-xO0

LAION-DISCO-12M

Don't Look Back In Anger

Listed as Westbam – Don't Look Back In Anger (Don't Look Back In Anger) · Watch on YouTube

youtube_video 97jFfASBae4 · row 97jFfASBae4

LAION-DISCO-12M

Bam Bam Bam

Listed as Westbam – Bam Bam Bam (Bam Bam Bam) · Watch on YouTube

youtube_video 9W-Zbu9qU9U · row 9W-Zbu9qU9U

LAION-DISCO-12M

Highway to Love (Abschlusskundgebung Mix)

Listed as Westbam, The Love Committee – Highway to Love (Abschlusskundgebung Mix) (Highway to Love) · Watch on YouTube

youtube_video BrlsFCTCwaU · row BrlsFCTCwaU

LAION-DISCO-12M

Highway to Love (Plastik Funk Remix)

Listed as Westbam, The Love Committee – Highway to Love (Plastik Funk Remix) (Highway to Love) · Watch on YouTube

youtube_video C3vrMIvqx0A · row C3vrMIvqx0A

LAION-DISCO-12M

Love Is Stronger (Westbam/ML Extended Mix)

Listed as Dr. Motte, Westbam/ML, Tom Wax – Love Is Stronger (Westbam/ML Extended Mix) (Love Is Stronger (The Official 2024 Rave The Planet Anthem)) · Watch on YouTube

youtube_video DXa3X3i6ur8 · row DXa3X3i6ur8

LAION-DISCO-12M

We're from Uptown

Listed as Westbam/ML – We're from Uptown (We're from Uptown) · Watch on YouTube

youtube_video DyAjRavCaGA · row DyAjRavCaGA

LAION-DISCO-12M

Amazing (feat. Steve Van Velvet)

Listed as Westbam/ML – Amazing (feat. Steve Van Velvet) (Amazing) · Watch on YouTube

youtube_video GshGvUCGNe0 · row GshGvUCGNe0

LAION-DISCO-12M

Oldschool, Baby (Piano Mix)

Listed as Westbam, Nena – Oldschool, Baby (Piano Mix) (Oldschool, Baby) · Watch on YouTube

youtube_video H0ZScwMb8TY · row H0ZScwMb8TY

LAION-DISCO-12M

Oldschool, Baby (Short)

Listed as Westbam, Nena – Oldschool, Baby (Short) (Oldschool, Baby) · Watch on YouTube

youtube_video Il1oN7JSE6E · row Il1oN7JSE6E

LAION-DISCO-12M

My Couch is a Pornostar (feat. Kendrick Lamar)

Listed as WestBam/ML – My Couch is a Pornostar (feat. Kendrick Lamar) (My Couch is a Pornostar) · Watch on YouTube

youtube_video IuZQoT6KFl8 · row IuZQoT6KFl8

LAION-DISCO-12M

Sunshine

Listed as Dr. Mote, Westbam – Sunshine (Tecnogeist 2000, Vol. 2) · Watch on YouTube

youtube_video J_tRceheXE8 · row J_tRceheXE8

LAION-DISCO-12M

Celebration Generation

Listed as Westbam – Celebration Generation (Celebration Generation) · Watch on YouTube

youtube_video KdaiQB1aoHw · row KdaiQB1aoHw

LAION-DISCO-12M

Medizin (Sonic Empire Remix)

Listed as Sido, Jamule, Westbam/ML – Medizin (Sonic Empire Remix) (Medizin (Sonic Empire Remix)) · Watch on YouTube

youtube_video NiAdP0I9FHo · row NiAdP0I9FHo

LAION-DISCO-12M

United States of Love (Loveparade 2006) (Pierre Deutschmann Remix)

Listed as Westbam, The Love Committee – United States of Love (Loveparade 2006) (Pierre Deutschmann Remix) (United States of Love (Loveparade 2006)) · Watch on YouTube

youtube_video NngqkNMPUDI · row NngqkNMPUDI

LAION-DISCO-12M

White Boy (Percy Tech Edit) (feat. AfterLife 3000)

Listed as Westbam/ML – White Boy (Percy Tech Edit) (feat. AfterLife 3000) (White Boy (Percy Tech Remix)) · Watch on YouTube

youtube_video PbPlXA33bvA · row PbPlXA33bvA

LAION-DISCO-12M

Highway to Love (Voodoo & Serano Remix)

Listed as Westbam, The Love Committee – Highway to Love (Voodoo & Serano Remix) (Highway to Love) · Watch on YouTube

youtube_video RtI_WNW2o6c · row RtI_WNW2o6c

LAION-DISCO-12M

Celebration Generation

Listed as Westbam – Celebration Generation (Happy Hardcore Top 100 (Best Ever)) · Watch on YouTube

youtube_video Rz6xnR1nnmg · row Rz6xnR1nnmg

LAION-DISCO-12M

Love Is Stronger (Dr. Motte & Tom Wax Extended Mix)

Listed as Dr. Motte, Westbam/ML, Tom Wax – Love Is Stronger (Dr. Motte & Tom Wax Extended Mix) (Love Is Stronger (The Official 2024 Rave The Planet Anthem)) · Watch on YouTube

youtube_video TuHw2zJY_uA · row TuHw2zJY_uA

LAION-DISCO-12M

Wasteland (Andhim Remix) (feat. Inga Humpe)

Listed as Westbam/ML – Wasteland (Andhim Remix) (feat. Inga Humpe) (Wasteland (Andhim Remix)) · Watch on YouTube

youtube_video Tz3np9oyglY · row Tz3np9oyglY

LAION-DISCO-12M

Love Is Everywhere (New Location)

Listed as Westbam, The Love Committee – Love Is Everywhere (New Location) (Love Is Everywhere (New Location)) · Watch on YouTube

youtube_video VhDPCD0Ohmw · row VhDPCD0Ohmw

LAION-DISCO-12M

No Facebook

Listed as Westbam/ML – No Facebook (No Facebook) · Watch on YouTube

youtube_video VnWBxQ3Wk4I · row VnWBxQ3Wk4I

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United States of Love (Loveparade 2006) (Official Mix)

Listed as Westbam, The Love Committee – United States of Love (Loveparade 2006) (Official Mix) (United States of Love (Loveparade 2006)) · Watch on YouTube

youtube_video XYc6Ep-AIN4 · row XYc6Ep-AIN4

LAION-DISCO-12M

Robot Voices (Westbam Edit)

Listed as DJ Hell, Westbam – Robot Voices (Westbam Edit) (Robot Voices (Westbam Edit)) · Watch on YouTube

youtube_video _pVSIVnpZDA · row _pVSIVnpZDA

LAION-DISCO-12M

Way Up (feat. Drake)

Listed as Westbam/ML – Way Up (feat. Drake) (The Risky Sets) · Watch on YouTube

youtube_video aHXaRkF9qR8 · row aHXaRkF9qR8

LAION-DISCO-12M

Come with Us (Single Edit)

Listed as Tomcraft, Eniac, Westbam/ML – Come with Us (Single Edit) (Come with Us) · Watch on YouTube

youtube_video aoSwtXt1uJY · row aoSwtXt1uJY

LAION-DISCO-12M

Terminator 2018

Listed as Compact Grey, WestBam – Terminator 2018 (Toolroom 15) · Watch on YouTube

youtube_video bOpI-8cTfeQ · row bOpI-8cTfeQ

LAION-DISCO-12M

Turn It up (Album Dub Edit) (feat. Eric D. Clark)

Listed as Westbam/ML – Turn It up (Album Dub Edit) (feat. Eric D. Clark) (Turn It up) · Watch on YouTube

youtube_video eL6R4AhN9rI · row eL6R4AhN9rI

LAION-DISCO-12M

Love Is Everywhere (New Location) (Psychotronic Mix)

Listed as Westbam, The Love Committee – Love Is Everywhere (New Location) (Psychotronic Mix) (Love Is Everywhere (New Location)) · Watch on YouTube

youtube_video gkSVO4OeAj4 · row gkSVO4OeAj4

LAION-DISCO-12M

United States of Love (Loveparade 2006) (Road Rage Dub)

Listed as Westbam, The Love Committee – United States of Love (Loveparade 2006) (Road Rage Dub) (United States of Love (Loveparade 2006)) · Watch on YouTube

youtube_video icQn7hRnOZU · row icQn7hRnOZU

LAION-DISCO-12M

Love Is Everywhere (New Location) (Short Mix)

Listed as Westbam, The Love Committee – Love Is Everywhere (New Location) (Short Mix) (Love Is Everywhere (New Location)) · Watch on YouTube

youtube_video jWbddXzS5Vc · row jWbddXzS5Vc

LAION-DISCO-12M

Highway to Love (Tomcraft & Lützenkirchen Remix)

Listed as Westbam, The Love Committee – Highway to Love (Tomcraft & Lützenkirchen Remix) (Highway to Love) · Watch on YouTube

youtube_video jY9RNWCpwHI · row jY9RNWCpwHI

LAION-DISCO-12M

Love Is Everywhere (New Location) (Plastik Funk Remix)

Listed as Westbam, The Love Committee – Love Is Everywhere (New Location) (Plastik Funk Remix) (Love Is Everywhere (New Location)) · Watch on YouTube

youtube_video k7vZXjpcDn8 · row k7vZXjpcDn8

LAION-DISCO-12M

Highway to Love (Radio Edit)

Listed as Westbam, The Love Committee – Highway to Love (Radio Edit) (Highway to Love) · Watch on YouTube

youtube_video kJ8YQGDbWP4 · row kJ8YQGDbWP4

LAION-DISCO-12M

Haunted House of Rock (Westbam Mix)

Listed as Whodini, WestBam – Haunted House of Rock (Westbam Mix) (The Essential New School Vs. Old School) · Watch on YouTube

youtube_video kPt9qQ-Zq7s · row kPt9qQ-Zq7s

LAION-DISCO-12M

White Boy (Edit) (feat. AfterLife 3000)

Listed as Westbam/ML – White Boy (Edit) (feat. AfterLife 3000) (White Boy) · Watch on YouTube

youtube_video lcLSaEoe3T4 · row lcLSaEoe3T4

LAION-DISCO-12M

Machine Gun Mantra (feat. Wiz Khalifa)

Listed as Westbam/ML – Machine Gun Mantra (feat. Wiz Khalifa) (The Risky Sets) · Watch on YouTube

youtube_video nfudmsWC7aM · row nfudmsWC7aM

LAION-DISCO-12M

Sky Is the Limit (feat. The Beloved)

Listed as Westbam/ML – Sky Is the Limit (feat. The Beloved) (Sky Is the Limit) · Watch on YouTube

youtube_video nlQ2naOS-4Q · row nlQ2naOS-4Q

LAION-DISCO-12M

Tomcraft, Eniac, Westbam:Ml- Come with Us

Listed as Tomcraft, Eniac, Westbam/ML – Tomcraft, Eniac, Westbam:Ml- Come with Us (Come with Us) · Watch on YouTube

youtube_video oMmS70zfRgs · row oMmS70zfRgs

LAION-DISCO-12M

Highway to Love

Listed as Westbam, The Love Committee – Highway to Love (Highway to Love) · Watch on YouTube

youtube_video qfWLuieSXok · row qfWLuieSXok

LAION-DISCO-12M

Wizards Of The Sonic

Listed as Westbam – Wizards Of The Sonic (Wizards Of The Sonic) · Watch on YouTube

youtube_video rYfc-pu79RI · row rYfc-pu79RI

LAION-DISCO-12M

Wasteland

Listed as Westbam/ML feat. Inga Humpe – Wasteland (Famous Last Songs, Vol. 1) · Watch on YouTube

youtube_video s44Vla5Xgb8 · row s44Vla5Xgb8

LAION-DISCO-12M

Wasteland (Westbam's Waste Berlin Clip Mix) (feat. Inga Humpe)

Listed as Westbam/ML – Wasteland (Westbam's Waste Berlin Clip Mix) (feat. Inga Humpe) (Wasteland) · Watch on YouTube

youtube_video scHiYisNCb4 · row scHiYisNCb4

LAION-DISCO-12M

ALLE WARTEN AUF DEN DROP

Listed as Bausa, Westbam/ML – ALLE WARTEN AUF DEN DROP (ALLE WARTEN AUF DEN DROP) · Watch on YouTube

youtube_video sqR_xVblAPk · row sqR_xVblAPk

LAION-DISCO-12M

Featherhall

Listed as Westbam – Featherhall (GHOST IN THE SHELL VIDEOGAME SOUNDTRACK MEGATECH BODY. DIGITAL. LTD.) · Watch on YouTube

youtube_video zmz27EYiLRo · row zmz27EYiLRo

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.