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 Waiting For Robert Pain, The Flood, Tidal Acceleration

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.

Waiting For Robert Pain

Listed as Oscar Mulero – Waiting For Robert Pain (Floodland EP) · Watch on YouTube

youtube_video 10cvBjYslqs · row 10cvBjYslqs

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The Flood

Listed as Oscar Mulero – The Flood (Floodland EP) · Watch on YouTube

youtube_video 1aykm-b36B4 · row 1aykm-b36B4

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Tidal Acceleration

Listed as Oscar Mulero – Tidal Acceleration (Synchronous Rotation) · Watch on YouTube

youtube_video 407_CRV81pI · row 407_CRV81pI

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Ataraxia (Original mix)

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

youtube_video 4XA4D-_Qbvw · row 4XA4D-_Qbvw

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Lost

Listed as Oscar Mulero – Lost (Different View EP) · Watch on YouTube

youtube_video AKWRFo61Iko · row AKWRFo61Iko

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Cave (Tommy Four Seven Remix)

Listed as Oscar Mulero – Cave (Tommy Four Seven Remix) (Electric Storm EP) · Watch on YouTube

youtube_video B4d4N2jLogg · row B4d4N2jLogg

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Signal Trace

Listed as Oscar Mulero – Signal Trace (Electric Shades EP) · Watch on YouTube

youtube_video Be9UifOo4aI · row Be9UifOo4aI

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Electric Shades

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

youtube_video GPSmGCFlrNg · row GPSmGCFlrNg

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The Dirt

Listed as Oscar Mulero – The Dirt (Black Propaganda) · Watch on YouTube

youtube_video IFKfhvIYgA0 · row IFKfhvIYgA0

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Cabo Peñas

Listed as Oscar Mulero – Cabo Peñas (Biosfera) · Watch on YouTube

youtube_video L6kjTLdJUiQ · row L6kjTLdJUiQ

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Texture (Cassegrain Remix)

Listed as Oscar Mulero – Texture (Cassegrain Remix) (Contents - Pattern Series 4 Remixes Part 1 EP) · Watch on YouTube

youtube_video Ma4E9sG8olM · row Ma4E9sG8olM

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Sensory Deprivation

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

youtube_video P-j-pDRZ0MM · row P-j-pDRZ0MM

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Doiras

Listed as Oscar Mulero – Doiras (Biosfera) · Watch on YouTube

youtube_video PkRHdJgyskE · row PkRHdJgyskE

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Bodysnatcher

Listed as Oscar Mulero – Bodysnatcher (Process And Reality) · Watch on YouTube

youtube_video TKqq_bVF5FE · row TKqq_bVF5FE

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Common Frequencies

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

youtube_video TPoi82399eI · row TPoi82399eI

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201 Element

Listed as Oscar Mulero – 201 Element (Muscle And Mind) · Watch on YouTube

youtube_video UEFUZ3Ovb-A · row UEFUZ3Ovb-A

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Letters From Madrid

Listed as Oscar Mulero – Letters From Madrid (Grey Fades To Green) · Watch on YouTube

youtube_video VNp7doAly4k · row VNp7doAly4k

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46

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

youtube_video XcOSpqgTzNg · row XcOSpqgTzNg

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Taken To The Wrong Way

Listed as Oscar Mulero – Taken To The Wrong Way (Grey Fades To Green) · Watch on YouTube

youtube_video aNwxPV4-HK8 · row aNwxPV4-HK8

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Water

Listed as Oscar Mulero – Water (Corpora Part III) · Watch on YouTube

youtube_video bEv09m3XPUw · row bEv09m3XPUw

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Like A Wolf

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

youtube_video baoTO0leXwY · row baoTO0leXwY

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Intentionally False (Shifted Remix)

Listed as Oscar Mulero – Intentionally False (Shifted Remix) (Black Propaganda Reconstructed Part I) · Watch on YouTube

youtube_video c7i3HU5hiK4 · row c7i3HU5hiK4

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Triad

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

youtube_video e1O5aqPWLOA · row e1O5aqPWLOA

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Take Seven

Listed as Oscar Mulero – Take Seven (Take Seven EP) · Watch on YouTube

youtube_video f4QpQ3L-els · row f4QpQ3L-els

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Form (Kangding Ray Remix)

Listed as Oscar Mulero – Form (Kangding Ray Remix) (Contents - Pattern Series 4 Remixes Part 1 EP) · Watch on YouTube

youtube_video fip6cxBwCeM · row fip6cxBwCeM

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Color (Donato Dozzy Remix)

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

youtube_video fwCEOOlF_08 · row fwCEOOlF_08

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The Darker Days

Listed as Oscar Mulero – The Darker Days (Grey Fades To Green) · Watch on YouTube

youtube_video gy2t70XgLdE · row gy2t70XgLdE

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Acceptance (Original mix)

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

youtube_video hAKyw7gvHBQ · row hAKyw7gvHBQ

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Interdiction

Listed as Oscar Mulero – Interdiction (Interdiction) · Watch on YouTube

youtube_video iccn1ed6waI · row iccn1ed6waI

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Pría

Listed as Oscar Mulero – Pría (Biosfera) · Watch on YouTube

youtube_video jbyoERn9vf0 · row jbyoERn9vf0

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Memoria (Oscar Mulero Remix)

Listed as P.E.A.R.L., Oscar Mulero – Memoria (Oscar Mulero Remix) (POLEGROUP 5YRS) · Watch on YouTube

youtube_video lbOtfgjBKho · row lbOtfgjBKho

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Second Skin

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

youtube_video lytqYR0DTVo · row lytqYR0DTVo

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After All

Listed as Oscar Mulero – After All (Grey Fades To Green) · Watch on YouTube

youtube_video mgjhDub0ano · row mgjhDub0ano

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Muscle And Mind

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

youtube_video noaEJwe10OI · row noaEJwe10OI

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Transversal

Listed as Oscar Mulero – Transversal (Transversal) · Watch on YouTube

youtube_video o0_6KUpTXcc · row o0_6KUpTXcc

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Grey Fades To Green

Listed as Oscar Mulero – Grey Fades To Green (Grey Fades To Green) · Watch on YouTube

youtube_video rhypMbjIF1I · row rhypMbjIF1I

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Depth in clarity (Original mix)

Listed as Oscar Mulero – Depth in clarity (Original mix) (Perfect Peace (LP)) · Watch on YouTube

youtube_video s4JQlgEitB0 · row s4JQlgEitB0

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91/61/91 (Emote Remix)

Listed as Oscar Mulero – 91/61/91 (Emote Remix) (Pro-Files) · Watch on YouTube

youtube_video tT0_r9ejlOw · row tT0_r9ejlOw

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Anatomical Variation

Listed as Oscar Mulero – Anatomical Variation (Muscle And Mind) · Watch on YouTube

youtube_video ttL4xTvOUJQ · row ttL4xTvOUJQ

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Under The Street Lights

Listed as Oscar Mulero – Under The Street Lights (Grey Fades To Green) · Watch on YouTube

youtube_video uAZqGeS6eTs · row uAZqGeS6eTs

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Same Shoes Different Streets

Listed as Oscar Mulero – Same Shoes Different Streets (Grey Fades To Green) · Watch on YouTube

youtube_video uCFLU8zevdk · row uCFLU8zevdk

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Electric Storm

Listed as Oscar Mulero – Electric Storm (Unknown Landscapes Selected 1) · Watch on YouTube

youtube_video uvRZkXaW-NU · row uvRZkXaW-NU

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Seleccion Natural Parte 4 (Reeko Remix)

Listed as Oscar Mulero – Seleccion Natural Parte 4 (Reeko Remix) (Seleccion Natural Parte 4) · Watch on YouTube

youtube_video uyFsTuyI2kc · row uyFsTuyI2kc

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Black Rebel

Listed as Oscar Mulero – Black Rebel (Action Through Inaction) · Watch on YouTube

youtube_video vkvMy1nCs84 · row vkvMy1nCs84

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Genetix

Listed as Oscar Mulero – Genetix (POLEGROUP 5YRS) · Watch on YouTube

youtube_video wh2GotY06TU · row wh2GotY06TU

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Introducing Errors

Listed as Oscar Mulero – Introducing Errors (Black Propaganda) · Watch on YouTube

youtube_video xmv5vX1jMxI · row xmv5vX1jMxI

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Drops

Listed as Oscar Mulero – Drops (fabric 96: DVS1 (DJ Mix)) · Watch on YouTube

youtube_video yIKJDzliIqk · row yIKJDzliIqk

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Inaccurated Information

Listed as Oscar Mulero – Inaccurated Information (Black Propaganda) · Watch on YouTube

youtube_video z2xl3NUVJqM · row z2xl3NUVJqM

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Form (Original mix)

Listed as Oscar Mulero – Form (Original mix) (Pattern Series Compilation) · Watch on YouTube

youtube_video z8OgRk9PmLc · row z8OgRk9PmLc

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The Flood (Stimulus Dub)

Listed as Oscar Mulero – The Flood (Stimulus Dub) (Pro-Files) · Watch on YouTube

youtube_video z_s0NG7sZlg · row z_s0NG7sZlg

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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.