Yes. William Control has 142 songs listed in a dataset used to train AI music models.

Used for training 142

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 New World Order, Hate Culture (Live), The Optimist Within Me

Listed under the artist name 142 songs in LAION-DISCO-12M

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

New World Order

Listed as William Control – New World Order (Babylon) · Watch on YouTube

youtube_video -G2UmlAoIhU · row -G2UmlAoIhU

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Hate Culture (Live)

Listed as William Control – Hate Culture (Live) (Live in London Town) · Watch on YouTube

youtube_video 0RwlLCrUXP0 · row 0RwlLCrUXP0

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The Optimist Within Me

Listed as William Control – The Optimist Within Me (Novus Ordo Seclorum) · Watch on YouTube

youtube_video 1l2X18qi3JE · row 1l2X18qi3JE

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Strangers

Listed as William Control – Strangers (Babylon) · Watch on YouTube

youtube_video 4oF-d_-S0nc · row 4oF-d_-S0nc

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Revelator

Listed as William Control – Revelator (Babylon) · Watch on YouTube

youtube_video 6zv2E3nmFhw · row 6zv2E3nmFhw

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Kiss Me Judas (Live)

Listed as William Control – Kiss Me Judas (Live) (Live in London Town) · Watch on YouTube

youtube_video 79hz50_DXL0 · row 79hz50_DXL0

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All Due Restraint

Listed as William Control – All Due Restraint (Babylon) · Watch on YouTube

youtube_video 970tzQEmPSQ · row 970tzQEmPSQ

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Prologue (Live)

Listed as William Control – Prologue (Live) (Live in London Town) · Watch on YouTube

youtube_video 9Mld7zfrlVU · row 9Mld7zfrlVU

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Adore (Fall in Love Forever)

Listed as William Control – Adore (Fall in Love Forever) (Babylon) · Watch on YouTube

youtube_video FDBDTbqau2U · row FDBDTbqau2U

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Tranquilize (feat. Ash Costello)

Listed as William Control – Tranquilize (feat. Ash Costello) (Babylon) · Watch on YouTube

youtube_video FPYm8f5uq5E · row FPYm8f5uq5E

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Disconnecting

Listed as William Control – Disconnecting (Skeleton Strings 2) · Watch on YouTube

youtube_video GpgvCb-BagU · row GpgvCb-BagU

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Danny Boy

Listed as William Control – Danny Boy (Skeleton Strings) · Watch on YouTube

youtube_video IKDyGiE-gMM · row IKDyGiE-gMM

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The Blade

Listed as William Control – The Blade (Babylon) · Watch on YouTube

youtube_video JRD4qNCo_ck · row JRD4qNCo_ck

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Disconnecting (Live)

Listed as William Control – Disconnecting (Live) (Live in London Town) · Watch on YouTube

youtube_video Jg05BkXIZUE · row Jg05BkXIZUE

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Tranquilize (Live)

Listed as William Control – Tranquilize (Live) (Live in London Town) · Watch on YouTube

youtube_video K5si4Meryq4 · row K5si4Meryq4

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Kiss Me Judas

Listed as William Control – Kiss Me Judas (Babylon) · Watch on YouTube

youtube_video LssT-klU5u8 · row LssT-klU5u8

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Intro

Listed as William Control – Intro (Babylon) · Watch on YouTube

youtube_video MzZraWTDA0I · row MzZraWTDA0I

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We Are Already Here

Listed as William Control – We Are Already Here (Hate Culture) · Watch on YouTube

youtube_video O4Wo5bmShIw · row O4Wo5bmShIw

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Beautiful Loser (Live)

Listed as William Control – Beautiful Loser (Live) (Live in London Town) · Watch on YouTube

youtube_video O5NstQHqQIU · row O5NstQHqQIU

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My Lady Dominate

Listed as William Control – My Lady Dominate (Babylon) · Watch on YouTube

youtube_video OR0TwzVcn1E · row OR0TwzVcn1E

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I'm Only Human Sometimes (Live)

Listed as William Control – I'm Only Human Sometimes (Live) (Live in London Town) · Watch on YouTube

youtube_video Pc2vII_gxuw · row Pc2vII_gxuw

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Cemetery (Live)

Listed as William Control – Cemetery (Live) (Live in London Town) · Watch on YouTube

youtube_video QUkH34s4Vzo · row QUkH34s4Vzo

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Razors Edge (Live)

Listed as William Control – Razors Edge (Live) (Live in London Town) · Watch on YouTube

youtube_video UztEoBN5vqE · row UztEoBN5vqE

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All Due Restraint (Live)

Listed as William Control – All Due Restraint (Live) (Live in London Town) · Watch on YouTube

youtube_video VRlG0FGo1kY · row VRlG0FGo1kY

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My Lady Dominate (Live)

Listed as William Control – My Lady Dominate (Live) (Live in London Town) · Watch on YouTube

youtube_video Wo0k2197Avc · row Wo0k2197Avc

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Beautiful Loser

Listed as William Control – Beautiful Loser (Babylon) · Watch on YouTube

youtube_video XMk1rBDpssA · row XMk1rBDpssA

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Subculture

Listed as William Control – Subculture (Skeleton Strings 2) · Watch on YouTube

youtube_video Xcoa2Zmxj7Q · row Xcoa2Zmxj7Q

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Fields of Athenry

Listed as William Control – Fields of Athenry (Skeleton Strings 2) · Watch on YouTube

youtube_video YUFkKBSE1gA · row YUFkKBSE1gA

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The Oval Portrait

Listed as William Control – The Oval Portrait (The Oval Portrait) · Watch on YouTube

youtube_video YYFl2qY8-Pg · row YYFl2qY8-Pg

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Strangers (Live)

Listed as William Control – Strangers (Live) (Live in London Town) · Watch on YouTube

youtube_video Y_iOWQEcylc · row Y_iOWQEcylc

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Damned (Live)

Listed as William Control – Damned (Live) (Live in London Town) · Watch on YouTube

youtube_video cH8gThL71O0 · row cH8gThL71O0

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Don't Cry for Me (Live)

Listed as William Control – Don't Cry for Me (Live) (Live in London Town) · Watch on YouTube

youtube_video cQAov10fO5k · row cQAov10fO5k

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Illuminator (feat. Andy Biersack)

Listed as William Control – Illuminator (feat. Andy Biersack) (Babylon) · Watch on YouTube

youtube_video hdgtUy4v6Hc · row hdgtUy4v6Hc

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Razors Edge

Listed as William Control – Razors Edge (Babylon) · Watch on YouTube

youtube_video i0aw13mYHfA · row i0aw13mYHfA

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Heaven

Listed as William Control – Heaven (Skeleton Strings) · Watch on YouTube

youtube_video mx_EDzHq-E8 · row mx_EDzHq-E8

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Love Me Tender

Listed as William Control – Love Me Tender (Skeleton Strings 2) · Watch on YouTube

youtube_video oOJcXso3whY · row oOJcXso3whY

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Noir

Listed as William Control – Noir (Skeleton Strings 2) · Watch on YouTube

youtube_video pKPcnft-1I4 · row pKPcnft-1I4

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London Town (Live)

Listed as William Control – London Town (Live) (Live in London Town) · Watch on YouTube

youtube_video qkf6XSxBWwM · row qkf6XSxBWwM

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The Velvet Warms and Binds (Live)

Listed as William Control – The Velvet Warms and Binds (Live) (Live in London Town) · Watch on YouTube

youtube_video tKYDtZl-XQo · row tKYDtZl-XQo

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Perfect Servant (Live)

Listed as William Control – Perfect Servant (Live) (Live in London Town) · Watch on YouTube

youtube_video vMwKHfv3PPU · row vMwKHfv3PPU

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The Tell Tale Heart

Listed as William Control – The Tell Tale Heart (The Tell Tale Heart) · Watch on YouTube

youtube_video wjV8TQXdXN4 · row wjV8TQXdXN4

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Dorian Grey (feat. Ash Costello)

Listed as William Control – Dorian Grey (feat. Ash Costello) (Babylon) · Watch on YouTube

youtube_video zV0i7Q5Jerc · row zV0i7Q5Jerc

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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.