Yes. Wall Of Noise has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Black Hole, Violin Concerto in D Major, Ray of Light

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Black Hole

Listed as Wall Of Noise – Black Hole (Intensity) · Watch on YouTube

youtube_video -JWTAKGkLms · row -JWTAKGkLms

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Violin Concerto in D Major

Listed as Wall Of Noise – Violin Concerto in D Major (Classical Hip-Hop) · Watch on YouTube

youtube_video -KofKQg1n-8 · row -KofKQg1n-8

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Ray of Light

Listed as Wall of Noise – Ray of Light (Sirens) · Watch on YouTube

youtube_video 0K0nnPAaKvg · row 0K0nnPAaKvg

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Drown the Sorrow

Listed as Wall of Noise – Drown the Sorrow (Sirens) · Watch on YouTube

youtube_video 38UYSxbHyKc · row 38UYSxbHyKc

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Lost Secrets

Listed as Wall of Noise – Lost Secrets (Incessant) · Watch on YouTube

youtube_video 3yZhzEBuABA · row 3yZhzEBuABA

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Relentless Pursuit

Listed as Wall of Noise – Relentless Pursuit (Incessant) · Watch on YouTube

youtube_video 5ReTgEkTvHE · row 5ReTgEkTvHE

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Drop In The Ocean

Listed as Wall of Noise – Drop In The Ocean (Incessant) · Watch on YouTube

youtube_video 5YdIbcRs7kg · row 5YdIbcRs7kg

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Bring It On

Listed as Wall Of Noise – Bring It On (The Patriot) · Watch on YouTube

youtube_video 5_fmmwhkqvI · row 5_fmmwhkqvI

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Exposed

Listed as Wall Of Noise – Exposed (String Section II) · Watch on YouTube

youtube_video 6UgrQltDyX0 · row 6UgrQltDyX0

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Tense Tasks

Listed as Wall of Noise – Tense Tasks (Classical Quiddity) · Watch on YouTube

youtube_video 6YQqsvs7t5c · row 6YQqsvs7t5c

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Heaven Calling

Listed as Wall of Noise – Heaven Calling (Sirens) · Watch on YouTube

youtube_video 6bd_fYHkcZY · row 6bd_fYHkcZY

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Dread

Listed as Wall of Noise – Dread (Incessant) · Watch on YouTube

youtube_video 9NCaVbTUzHE · row 9NCaVbTUzHE

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Down

Listed as Wall Of Noise – Down (Hybridized Hip Hop II) · Watch on YouTube

youtube_video AunzKphGdKo · row AunzKphGdKo

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Awaken

Listed as Wall of Noise – Awaken (Intensity) · Watch on YouTube

youtube_video AyPAnYeDY7Y · row AyPAnYeDY7Y

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Lone Star

Listed as Wall Of Noise – Lone Star (Anti Western) · Watch on YouTube

youtube_video Cgh7TQ470Yk · row Cgh7TQ470Yk

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Pressure

Listed as Wall Of Noise – Pressure (Pulses) · Watch on YouTube

youtube_video DJNGar7sg5w · row DJNGar7sg5w

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Respira

Listed as Wall of Noise – Respira (Sirens) · Watch on YouTube

youtube_video DrLAe14zBhg · row DrLAe14zBhg

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Asturias

Listed as Wall Of Noise – Asturias (Classical Hip-Hop) · Watch on YouTube

youtube_video EJmf_-aFgSk · row EJmf_-aFgSk

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Nocturne Op.9 No.2

Listed as Wall Of Noise – Nocturne Op.9 No.2 (Classical Hip-Hop) · Watch on YouTube

youtube_video H3djk6ePbnM · row H3djk6ePbnM

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Nothing to Nobody

Listed as Wall Of Noise – Nothing to Nobody (Anti Western) · Watch on YouTube

youtube_video K3m7fu4Q1Rw · row K3m7fu4Q1Rw

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Zero Point Energy

Listed as Wall of Noise – Zero Point Energy (Incessant) · Watch on YouTube

youtube_video LXquosiYcHk · row LXquosiYcHk

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Momentum

Listed as Wall of Noise – Momentum (Time's Up) · Watch on YouTube

youtube_video OHQkGVF-gPQ · row OHQkGVF-gPQ

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Panic Alarm

Listed as Wall Of Noise – Panic Alarm (Toolkit: Tones & Textures) · Watch on YouTube

youtube_video OPKxGn4PoZ4 · row OPKxGn4PoZ4

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Contortion

Listed as Wall Of Noise – Contortion (Pulses) · Watch on YouTube

youtube_video PQksllk7-lA · row PQksllk7-lA

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The Things You'll See

Listed as Wall of Noise – The Things You'll See (Sirens) · Watch on YouTube

youtube_video PhJe8t3QUZw · row PhJe8t3QUZw

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Enter the Dynasty

Listed as Wall of Noise – Enter the Dynasty (Classical Quiddity) · Watch on YouTube

youtube_video PjI7iAT-BWI · row PjI7iAT-BWI

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Run With It

Listed as Wall Of Noise – Run With It (Hybridized Hip Hop II) · Watch on YouTube

youtube_video PmxwY3-MBGI · row PmxwY3-MBGI

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Symphony No.5

Listed as Wall Of Noise – Symphony No.5 (Classical Hip-Hop) · Watch on YouTube

youtube_video QS-67GCNrho · row QS-67GCNrho

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Running On Empty

Listed as Wall Of Noise – Running On Empty (Fractured Felt) · Watch on YouTube

youtube_video SSKrMJYfQL8 · row SSKrMJYfQL8

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Rule Britannia Trailerized

Listed as Wall Of Noise – Rule Britannia Trailerized (Classical Evolution 2) · Watch on YouTube

youtube_video UD8XrfmSGE8 · row UD8XrfmSGE8

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The Greatest

Listed as Wall Of Noise – The Greatest (Hybridized Hip Hop II) · Watch on YouTube

youtube_video UYxNOO0MmcA · row UYxNOO0MmcA

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Piano Sonata 11 Trailerized

Listed as Wall Of Noise – Piano Sonata 11 Trailerized (Classical Evolution 2) · Watch on YouTube

youtube_video W1SZAEUvbh8 · row W1SZAEUvbh8

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Hypersonic

Listed as Wall Of Noise – Hypersonic (Hypersonic) · Watch on YouTube

youtube_video WFzIhUXvdO8 · row WFzIhUXvdO8

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Aim High

Listed as Wall of Noise – Aim High (Cinematic Intrigue II) · Watch on YouTube

youtube_video YkPz935s6s0 · row YkPz935s6s0

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Accelerate

Listed as Wall Of Noise – Accelerate (Pulses) · Watch on YouTube

youtube_video _B0LVe0I0jg · row _B0LVe0I0jg

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Your Time Is Up

Listed as Wall of Noise – Your Time Is Up (Incessant) · Watch on YouTube

youtube_video _TjCGp2ksdY · row _TjCGp2ksdY

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Six Shooter Horse

Listed as Wall Of Noise – Six Shooter Horse (Anti Western) · Watch on YouTube

youtube_video a5Q6hdT8zuA · row a5Q6hdT8zuA

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Rise

Listed as Wall of Noise – Rise (Incessant) · Watch on YouTube

youtube_video ade7vPLGLy4 · row ade7vPLGLy4

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Scorpio Rising

Listed as Wall Of Noise – Scorpio Rising (Hybridized Hip Hop) · Watch on YouTube

youtube_video bmqR8Yz3c8Y · row bmqR8Yz3c8Y

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Raindrop Trailerized

Listed as Wall Of Noise – Raindrop Trailerized (Classical Evolution 2) · Watch on YouTube

youtube_video fkPmCNkxlwg · row fkPmCNkxlwg

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The Whisperer

Listed as Wall Of Noise – The Whisperer (String Section II) · Watch on YouTube

youtube_video glaU_8wITEo · row glaU_8wITEo

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Ascension

Listed as Wall Of Noise – Ascension (Hybridized Trailer Rock) · Watch on YouTube

youtube_video hC5zQ3iDOdk · row hC5zQ3iDOdk

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Chills

Listed as Wall of Noise – Chills (Incessant) · Watch on YouTube

youtube_video kmPZtciXdHI · row kmPZtciXdHI

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Spark

Listed as Wall Of Noise – Spark (Pulses) · Watch on YouTube

youtube_video lCq2JKQXyEE · row lCq2JKQXyEE

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Siren Symphony

Listed as Wall of Noise – Siren Symphony (Sirens) · Watch on YouTube

youtube_video nTnBfzGSMBo · row nTnBfzGSMBo

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Wanderlust

Listed as Wall of Noise – Wanderlust (Sirens) · Watch on YouTube

youtube_video okskKI_tyBw · row okskKI_tyBw

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Mars Trailerized

Listed as Wall Of Noise – Mars Trailerized (Classical Evolution 2) · Watch on YouTube

youtube_video uQ12RPOo3bU · row uQ12RPOo3bU

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Swan Lake

Listed as Wall Of Noise – Swan Lake (Classical Hip-Hop) · Watch on YouTube

youtube_video wucpDvKcr_c · row wucpDvKcr_c

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Stand Up

Listed as Wall Of Noise – Stand Up (Hybridized Hip Hop II) · Watch on YouTube

youtube_video yKBXIe3cu7Q · row yKBXIe3cu7Q

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Vespers

Listed as Wall Of Noise – Vespers (Classical Hip-Hop) · Watch on YouTube

youtube_video z2Vto-i6ZLE · row z2Vto-i6ZLE

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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.