Yes. Oscar Mulero 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 Spirit Train, Generator (Original mix), One more kiss

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.

Spirit Train

Listed as Oscar Mulero – Spirit Train (Titan) · Watch on YouTube

youtube_video 2EHuDJD8Z8g · row 2EHuDJD8Z8g

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Generator (Original mix)

Listed as Oscar Mulero – Generator (Original mix) (Opposite EP) · Watch on YouTube

youtube_video 2KXFMcYD88U · row 2KXFMcYD88U

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One more kiss

Listed as Oscar Mulero – One more kiss (Have you ever retired a human by mistake?) · Watch on YouTube

youtube_video 2ThGLxUGpco · row 2ThGLxUGpco

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Horses

Listed as Oscar Mulero – Horses (Like A Wolf / Horses / In A Silent Way) · Watch on YouTube

youtube_video 2fP4V-KmvvI · row 2fP4V-KmvvI

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Rotar

Listed as Oscar Mulero – Rotar (Second Skin EP) · Watch on YouTube

youtube_video 4QYkFu1GFXo · row 4QYkFu1GFXo

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46 (Surgeon Remix)

Listed as Oscar Mulero – 46 (Surgeon Remix) (46) · Watch on YouTube

youtube_video 7pIr1-wMi80 · row 7pIr1-wMi80

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Nueva y Oscura Era (Original mix)

Listed as Oscar Mulero – Nueva y Oscura Era (Original mix) (Desde La Boca Del león EP) · Watch on YouTube

youtube_video 8JnyVr6jDQ4 · row 8JnyVr6jDQ4

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ZW Systems

Listed as Oscar Mulero – ZW Systems (Perception Series ||) · Watch on YouTube

youtube_video A8zCo3tqW1M · row A8zCo3tqW1M

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Dualistic Concept

Listed as Oscar Mulero – Dualistic Concept (Muscle And Mind) · Watch on YouTube

youtube_video BCk7VATp8kk · row BCk7VATp8kk

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Burning with the fires of orc

Listed as Oscar Mulero – Burning with the fires of orc (Have you ever retired a human by mistake?) · Watch on YouTube

youtube_video CJe0eLvKjtc · row CJe0eLvKjtc

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Figures of Light

Listed as Oscar Mulero – Figures of Light (Illegal Alien XVI Years Vol. 8) · Watch on YouTube

youtube_video Dhv45uPmq20 · row Dhv45uPmq20

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Catharsis

Listed as Oscar Mulero and Inigo Kennedy, Inigo Kennedy – Catharsis (Momentum) · Watch on YouTube

youtube_video EbPYK8xJlfs · row EbPYK8xJlfs

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Orange body, green legs

Listed as Oscar Mulero – Orange body, green legs (Have you ever retired a human by mistake?) · Watch on YouTube

youtube_video FJA2z_yjA5s · row FJA2z_yjA5s

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Rotar (Tensal remix)

Listed as Oscar Mulero – Rotar (Tensal remix) (Second Skin EP) · Watch on YouTube

youtube_video HFeio-SY7SY · row HFeio-SY7SY

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Gradiente de Voltaje

Listed as Oscar Mulero – Gradiente de Voltaje (Tormenta EP) · Watch on YouTube

youtube_video HbyT_MRf0fI · row HbyT_MRf0fI

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Inherent progression (Original mix)

Listed as Oscar Mulero – Inherent progression (Original mix) (Perfect Peace (LP)) · Watch on YouTube

youtube_video JNLDghBbu2Y · row JNLDghBbu2Y

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Misophonia

Listed as Oscar Mulero – Misophonia (Spatial Sequence Synesthesia EP) · Watch on YouTube

youtube_video OxtkHTt_t4g · row OxtkHTt_t4g

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The Sweat And The Salt

Listed as Oscar Mulero – The Sweat And The Salt (The Stranger) · Watch on YouTube

youtube_video Se-5U5_GEq0 · row Se-5U5_GEq0

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Noches de Menta (Original mix)

Listed as Oscar Mulero – Noches de Menta (Original mix) (Desde La Boca Del león EP) · Watch on YouTube

youtube_video U-dzPAW1xPU · row U-dzPAW1xPU

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CV. Is Dead...

Listed as Oscar Mulero – CV. Is Dead... (CV. Is Dead...) · Watch on YouTube

youtube_video Um5yJUXxWY8 · row Um5yJUXxWY8

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Nothing To Prove

Listed as Oscar Mulero – Nothing To Prove (1996 / Nothing To Prove) · Watch on YouTube

youtube_video Vl2wrtUf-Uw · row Vl2wrtUf-Uw

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Take the pleasures from the serpent

Listed as Oscar Mulero – Take the pleasures from the serpent (Have you ever retired a human by mistake?) · Watch on YouTube

youtube_video X_dmF24skb8 · row X_dmF24skb8

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Reverberation

Listed as Oscar Mulero – Reverberation (Seleccion Natural Parte 6 EP) · Watch on YouTube

youtube_video Y000PY79JQM · row Y000PY79JQM

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Dos Esqueletos (Original mix)

Listed as Oscar Mulero – Dos Esqueletos (Original mix) (Desde La Boca Del león EP) · Watch on YouTube

youtube_video YJkRJmJBNEY · row YJkRJmJBNEY

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Start To Move

Listed as Oscar Mulero – Start To Move (Mannequin) · Watch on YouTube

youtube_video ZT3fS9jmYLM · row ZT3fS9jmYLM

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46 (Antaganists Mix)

Listed as Oscar Mulero – 46 (Antaganists Mix) (Implant EP) · Watch on YouTube

youtube_video _Cu-Y5b1z-4 · row _Cu-Y5b1z-4

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Flujo Fatal (Original mix)

Listed as Oscar Mulero – Flujo Fatal (Original mix) (Desde La Boca Del león EP) · Watch on YouTube

youtube_video _e3n_zqfOuA · row _e3n_zqfOuA

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Same answers the rest of us want

Listed as Oscar Mulero – Same answers the rest of us want (Have you ever retired a human by mistake?) · Watch on YouTube

youtube_video bvzTY9eKLhk · row bvzTY9eKLhk

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The Reddish Glow

Listed as Oscar Mulero – The Reddish Glow (The Stranger) · Watch on YouTube

youtube_video ekm2hUbw4fc · row ekm2hUbw4fc

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The Nine (Loktibrada Remix)

Listed as Oscar Mulero – The Nine (Loktibrada Remix) (46) · Watch on YouTube

youtube_video fl8NmP6PRTM · row fl8NmP6PRTM

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Disappear inside

Listed as Oscar Mulero – Disappear inside (Have you ever retired a human by mistake?) · Watch on YouTube

youtube_video gpURloECo6k · row gpURloECo6k

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Gradual Blending (Original mix)

Listed as Oscar Mulero – Gradual Blending (Original mix) (Gradual Blending EP) · Watch on YouTube

youtube_video hH_UWj0ZrXk · row hH_UWj0ZrXk

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False Statement

Listed as Oscar Mulero – False Statement (Black Propaganda) · Watch on YouTube

youtube_video iRtzOou8D2Q · row iRtzOou8D2Q

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Aire Silencioso (Digital Bonus Track) (Original mix)

Listed as Oscar Mulero – Aire Silencioso (Digital Bonus Track) (Original mix) (Desde La Boca Del león EP) · Watch on YouTube

youtube_video kaXUJeo1HGs · row kaXUJeo1HGs

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Dematerialization

Listed as Oscar Mulero – Dematerialization (Elementary Geometry EP) · Watch on YouTube

youtube_video l4agpIBd0VY · row l4agpIBd0VY

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No termination date

Listed as Oscar Mulero – No termination date (Have you ever retired a human by mistake?) · Watch on YouTube

youtube_video m6FRRsSNGUo · row m6FRRsSNGUo

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Texture (Shlømo Remix)

Listed as Oscar Mulero – Texture (Shlømo Remix) (Contents - Pattern Series 4 Remixes Part 2 EP) · Watch on YouTube

youtube_video nQV9lNw6dzs · row nQV9lNw6dzs

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Intentionally False

Listed as Oscar Mulero – Intentionally False (Black Propaganda) · Watch on YouTube

youtube_video nZUYlpnkQjA · row nZUYlpnkQjA

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Evolutionary Decay (Original mix)

Listed as Oscar Mulero – Evolutionary Decay (Original mix) (Gradual Blending EP) · Watch on YouTube

youtube_video nsaVz8Ui9XU · row nsaVz8Ui9XU

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Why Are You Holding a Gun?

Listed as Oscar Mulero – Why Are You Holding a Gun? (The Stranger) · Watch on YouTube

youtube_video oBI9agomIps · row oBI9agomIps

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The Cycle

Listed as Oscar Mulero – The Cycle (Electric Shades EP) · Watch on YouTube

youtube_video qkhtAM8qF9c · row qkhtAM8qF9c

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Eccentricity

Listed as Oscar Mulero – Eccentricity (Hyperbolic Paths EP) · Watch on YouTube

youtube_video repk015fs-4 · row repk015fs-4

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Dos Pequeños Zorros

Listed as Oscar Mulero – Dos Pequeños Zorros (Poisonality EP) · Watch on YouTube

youtube_video t4BNIqB0Anc · row t4BNIqB0Anc

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Spatial Sequence Synesthesia

Listed as Oscar Mulero – Spatial Sequence Synesthesia (Spatial Sequence Synesthesia EP) · Watch on YouTube

youtube_video uIKWbLi1TwU · row uIKWbLi1TwU

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Wait for me

Listed as Oscar Mulero – Wait for me (Have you ever retired a human by mistake?) · Watch on YouTube

youtube_video w_ZCEqOurZQ · row w_ZCEqOurZQ

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A hundred baby spiders came out

Listed as Oscar Mulero – A hundred baby spiders came out (Have you ever retired a human by mistake?) · Watch on YouTube

youtube_video z-qCUXDem7k · row z-qCUXDem7k

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Have you ever retired a human by mistake?

Listed as Oscar Mulero – Have you ever retired a human by mistake? (Have you ever retired a human by mistake?) · Watch on YouTube

youtube_video zI9Grg7g59Q · row zI9Grg7g59Q

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Asteroidal dust

Listed as Oscar Mulero – Asteroidal dust (Asteroidal dust EP) · Watch on YouTube

youtube_video zPrCA2bGFLA · row zPrCA2bGFLA

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Espectro Rojo

Listed as Oscar Mulero – Espectro Rojo (Tormenta EP) · Watch on YouTube

youtube_video zUJcHZu3XjU · row zUJcHZu3XjU

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Hyperbolic Paths

Listed as Oscar Mulero – Hyperbolic Paths (Hyperbolic Paths EP) · Watch on YouTube

youtube_video zazqXsu93E4 · row zazqXsu93E4

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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.