Yes. Mariano Mellino has 101 songs listed in a dataset used to train AI music models.

Used for training 101

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 Still Waters Run Deep (feat. Amber Long), Mubarak, The Old Seawolf (Hernan Cattaneo & Graziano Raffa Remix)

Listed under the artist name 101 songs in LAION-DISCO-12M

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

Still Waters Run Deep (feat. Amber Long)

Listed as Lonya, Mariano Mellino – Still Waters Run Deep (feat. Amber Long) (The Morning After) · Watch on YouTube

youtube_video -6jgSovb6bw · row -6jgSovb6bw

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Mubarak

Listed as Mariano Mellino – Mubarak (Murk) · Watch on YouTube

youtube_video -wroqb_WJbc · row -wroqb_WJbc

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The Old Seawolf (Hernan Cattaneo & Graziano Raffa Remix)

Listed as Mariano Mellino – The Old Seawolf (Hernan Cattaneo & Graziano Raffa Remix) (The Old Seawolf) · Watch on YouTube

youtube_video 0TDJ-Bjx8WA · row 0TDJ-Bjx8WA

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Hiroshima (Dimitri Nakov & BVision Remix)

Listed as Mariano Mellino – Hiroshima (Dimitri Nakov & BVision Remix) (Hiroshima) · Watch on YouTube

youtube_video 0cMQUWAsGkw · row 0cMQUWAsGkw

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Murk

Listed as Mariano Mellino – Murk (Murk) · Watch on YouTube

youtube_video 1dIH_P8hqEE · row 1dIH_P8hqEE

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Astros

Listed as Mariano Mellino – Astros (Astros) · Watch on YouTube

youtube_video 3DFKI5HY6oo · row 3DFKI5HY6oo

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Ultramental

Listed as Mariano Mellino – Ultramental (Estrella Del Universo) · Watch on YouTube

youtube_video 3UI-OB2CSQU · row 3UI-OB2CSQU

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Akiro

Listed as Mariano Mellino – Akiro (Akiro EP) · Watch on YouTube

youtube_video 6Mn2_MDXzZM · row 6Mn2_MDXzZM

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The Old Seawolf

Listed as Mariano Mellino – The Old Seawolf (The Old Seawolf) · Watch on YouTube

youtube_video 8P5ThWay9B0 · row 8P5ThWay9B0

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Storytellers

Listed as John Cosani, Mariano Mellino – Storytellers (Storytellers EP) · Watch on YouTube

youtube_video 8v02M6VQnKI · row 8v02M6VQnKI

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Hansaplatz

Listed as Mariano Mellino – Hansaplatz (Hansaplatz EP) · Watch on YouTube

youtube_video AAh6QqOhTZA · row AAh6QqOhTZA

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Estrella Del Universo

Listed as Mariano Mellino – Estrella Del Universo (Estrella Del Universo) · Watch on YouTube

youtube_video ElIkAjmVQcA · row ElIkAjmVQcA

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Vertigo

Listed as Mariano Mellino – Vertigo (Val Haunter) · Watch on YouTube

youtube_video F5z2O3hGMfY · row F5z2O3hGMfY

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Misery (feat. Paula OS)

Listed as Mariano Mellino – Misery (feat. Paula OS) (Misery) · Watch on YouTube

youtube_video F8tokrPI4rg · row F8tokrPI4rg

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St. Luke Reborn

Listed as Mariano Mellino – St. Luke Reborn (Mars from Eden) · Watch on YouTube

youtube_video GlrQT7ARVkk · row GlrQT7ARVkk

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Ecouter

Listed as Mariano Mellino, Interaxxis – Ecouter (Ecouter/Woodland) · Watch on YouTube

youtube_video IsroQxx3jMM · row IsroQxx3jMM

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Andromeda

Listed as Mariano Mellino, Interaxxis – Andromeda (Balance presents Sunsetstrip (Unmixed Version)) · Watch on YouTube

youtube_video KAV2qUzrV2g · row KAV2qUzrV2g

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Hidden Lake (Sunset Sessions)

Listed as Mariano Mellino – Hidden Lake (Sunset Sessions) (Hidden Lake (Sunset Sessions)) · Watch on YouTube

youtube_video Kc_PHJp_tk0 · row Kc_PHJp_tk0

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Andromeda (Main mix)

Listed as Mariano Mellino, Interaxxis – Andromeda (Main mix) (Flashback) · Watch on YouTube

youtube_video L3WifquqU8E · row L3WifquqU8E

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Titania

Listed as Mariano Mellino – Titania (Once Upon A Time) · Watch on YouTube

youtube_video Otyux28U5C0 · row Otyux28U5C0

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Bistrooke

Listed as Mariano Mellino, Juan Astudillo – Bistrooke (Kanikoom EP) · Watch on YouTube

youtube_video QhsMaJ338Oo · row QhsMaJ338Oo

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Zhen Kai

Listed as Mariano Mellino, John Cosani – Zhen Kai (Ying Yue / Zhen Kai) · Watch on YouTube

youtube_video Tth7Sx5ptAo · row Tth7Sx5ptAo

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Womb

Listed as Mariano Mellino – Womb (Val Haunter) · Watch on YouTube

youtube_video X7wTZdy1pcA · row X7wTZdy1pcA

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Kailash

Listed as Mariano Mellino – Kailash (Once Upon A Time) · Watch on YouTube

youtube_video XVt8EBuszzI · row XVt8EBuszzI

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A Rush Morning

Listed as Mariano Mellino, Interaxxis – A Rush Morning (Replug Records: The 10 Year Collection) · Watch on YouTube

youtube_video Xcj3lVqw7bY · row Xcj3lVqw7bY

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El Beso De La Luna

Listed as Mariano Mellino – El Beso De La Luna (El Beso De La Luna) · Watch on YouTube

youtube_video _HpRbtRuLEI · row _HpRbtRuLEI

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Sunlight

Listed as Mariano Mellino – Sunlight (White Dragon) · Watch on YouTube

youtube_video _XqXgt9v008 · row _XqXgt9v008

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Eskimo

Listed as Mariano Mellino, John Cosani – Eskimo (Sudbeat Showcrates 5) · Watch on YouTube

youtube_video btCXCf7qg4c · row btCXCf7qg4c

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Ying Yue

Listed as Mariano Mellino, John Cosani – Ying Yue (Ying Yue / Zhen Kai) · Watch on YouTube

youtube_video dG25jJm-CkQ · row dG25jJm-CkQ

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Luhuk (Tintin Remix)

Listed as Mariano Mellino – Luhuk (Tintin Remix) (Akiro EP) · Watch on YouTube

youtube_video eyWMaRAjRH0 · row eyWMaRAjRH0

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Moments of My Life (feat. Violeta Reynal)

Listed as Mariano Mellino – Moments of My Life (feat. Violeta Reynal) (Moments of My Life) · Watch on YouTube

youtube_video hiPBGjTg9lw · row hiPBGjTg9lw

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Kon Kon

Listed as Mariano Mellino – Kon Kon (Toro) · Watch on YouTube

youtube_video jkuqlKB8Yp0 · row jkuqlKB8Yp0

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Astros (BLANCAh Remix)

Listed as Mariano Mellino – Astros (BLANCAh Remix) (Astros) · Watch on YouTube

youtube_video kK4shc4w4qc · row kK4shc4w4qc

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Moments of My Life (Folgar Remix) (feat. Violeta Reynal)

Listed as Mariano Mellino – Moments of My Life (Folgar Remix) (feat. Violeta Reynal) (Moments of My Life) · Watch on YouTube

youtube_video kMSwgPIVAmw · row kMSwgPIVAmw

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One Upon a Time

Listed as Mariano Mellino – One Upon a Time (Once Upon A Time) · Watch on YouTube

youtube_video mXTWne5vMSo · row mXTWne5vMSo

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Calypso Flare

Listed as Mariano Mellino – Calypso Flare (Mars from Eden) · Watch on YouTube

youtube_video n9A2YHDcJ5A · row n9A2YHDcJ5A

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El Beso De La Luna (D-Nox & Beckers Remix)

Listed as Mariano Mellino – El Beso De La Luna (D-Nox & Beckers Remix) (El Beso De La Luna) · Watch on YouTube

youtube_video nU_l-E4Gjpo · row nU_l-E4Gjpo

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White Dragon

Listed as Mariano Mellino – White Dragon (White Dragon) · Watch on YouTube

youtube_video o7j6LWmwUUM · row o7j6LWmwUUM

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Flashback

Listed as Mariano Mellino, Interaxxis – Flashback (Flashback) · Watch on YouTube

youtube_video o9VfZIgflVw · row o9VfZIgflVw

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Mars from Eden

Listed as Mariano Mellino – Mars from Eden (Mars from Eden) · Watch on YouTube

youtube_video obe24oiOrMc · row obe24oiOrMc

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Toro

Listed as Mariano Mellino – Toro (Toro) · Watch on YouTube

youtube_video p-jrQ4ycbAQ · row p-jrQ4ycbAQ

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A Little Cloud Walker

Listed as Mariano Mellino – A Little Cloud Walker (Darkroom Dubs Presents Summer Love) · Watch on YouTube

youtube_video qayWIJE4-JA · row qayWIJE4-JA

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Marxaclox (Guhus Remix)

Listed as Mariano Mellino – Marxaclox (Guhus Remix) (Marxaclox) · Watch on YouTube

youtube_video qhamB8hs_Co · row qhamB8hs_Co

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El Beso De La Luna (Deep Mix)

Listed as Mariano Mellino – El Beso De La Luna (Deep Mix) (El Beso De La Luna) · Watch on YouTube

youtube_video s2sHs7bAxBU · row s2sHs7bAxBU

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Syracusse (Danito & Athina Remix)

Listed as Mariano Mellino, John Cosani – Syracusse (Danito & Athina Remix) (Future Sound of Egypt 500) · Watch on YouTube

youtube_video sichluaX-TY · row sichluaX-TY

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Misery (Baunder & Folgar Remix) (feat. Paula OS)

Listed as Mariano Mellino – Misery (Baunder & Folgar Remix) (feat. Paula OS) (Misery) · Watch on YouTube

youtube_video t3E3qhkag-E · row t3E3qhkag-E

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Oblivium

Listed as Lonya, Mariano Mellino – Oblivium (Oblivium) · Watch on YouTube

youtube_video tPeCCRkMcEY · row tPeCCRkMcEY

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The Muse

Listed as Mariano Mellino – The Muse (White Dragon) · Watch on YouTube

youtube_video uV0GOwVvtWM · row uV0GOwVvtWM

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Val Haunter

Listed as Mariano Mellino – Val Haunter (Val Haunter) · Watch on YouTube

youtube_video xTsRCQzR9fk · row xTsRCQzR9fk

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Hijo De Shiva

Listed as Mariano Mellino – Hijo De Shiva (Mockenbrucke) · Watch on YouTube

youtube_video yIkpi8D0BFk · row yIkpi8D0BFk

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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.