Yes. Tough Art has 129 songs listed in a dataset used to train AI music models.

Used for training 129

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 Drop It (Original mix), Black To The Back, Bass On Kick

Listed under the artist name 129 songs in LAION-DISCO-12M

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

Drop It (Original mix)

Listed as Tough Art – Drop It (Original mix) (Drop It) · Watch on YouTube

youtube_video 6xIdROo6EKE · row 6xIdROo6EKE

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Black To The Back

Listed as Tough Art – Black To The Back (Black To The Back) · Watch on YouTube

youtube_video 9it7fl_TjQo · row 9it7fl_TjQo

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Bass On Kick

Listed as Marcelo Fiorela, Tough Art – Bass On Kick (My Side EP) · Watch on YouTube

youtube_video EIVF4WwkTRw · row EIVF4WwkTRw

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Savannah

Listed as Tough Art – Savannah (Morenita) · Watch on YouTube

youtube_video EaT-5rcqSH8 · row EaT-5rcqSH8

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Let It Loose

Listed as Tough Art – Let It Loose (Brazil To Africa) · Watch on YouTube

youtube_video EpXCsNRffJk · row EpXCsNRffJk

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The Sound (Felipe Brizzi Remix)

Listed as Tough Art – The Sound (Felipe Brizzi Remix) (The Sound Remixes, Pt. 2) · Watch on YouTube

youtube_video Fyivr3p1jjA · row Fyivr3p1jjA

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Firework

Listed as Tough Art – Firework (Savage) · Watch on YouTube

youtube_video G6xz16DmZbY · row G6xz16DmZbY

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Too Far

Listed as Tough Art – Too Far (VA Party Monsters, Vol. 3) · Watch on YouTube

youtube_video GJNHVP6JbbQ · row GJNHVP6JbbQ

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Systematic

Listed as Tough Art – Systematic (Systematic) · Watch on YouTube

youtube_video GukG1gHpg3o · row GukG1gHpg3o

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The Sound (Mavra Remix)

Listed as Tough Art – The Sound (Mavra Remix) (The Sound Remixes, Pt. 2) · Watch on YouTube

youtube_video HR2EFxTFuj8 · row HR2EFxTFuj8

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Lightening

Listed as Tough Art – Lightening (Lightening) · Watch on YouTube

youtube_video IEjonhBlsiI · row IEjonhBlsiI

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My Breath

Listed as Tough Art – My Breath (Drop Out) · Watch on YouTube

youtube_video IUF-BPc0-G8 · row IUF-BPc0-G8

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Body Trembles (Original mix)

Listed as Tough Art – Body Trembles (Original mix) (Go Crazy) · Watch on YouTube

youtube_video MOqDFbh4sP0 · row MOqDFbh4sP0

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Talk Sexy (Samuel Boogie Remix)

Listed as Tough Art – Talk Sexy (Samuel Boogie Remix) (Talk Sexy EP) · Watch on YouTube

youtube_video XxLtGQ3qK5U · row XxLtGQ3qK5U

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Thinking Out

Listed as Tough Art – Thinking Out (Thinking Out EP) · Watch on YouTube

youtube_video _a-QXaY_0Sw · row _a-QXaY_0Sw

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Check Out (Original mix)

Listed as Tough Art – Check Out (Original mix) (Check Out) · Watch on YouTube

youtube_video dHCFXs4SFMg · row dHCFXs4SFMg

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Dracarys

Listed as Tough Art – Dracarys (Thinking Out EP) · Watch on YouTube

youtube_video dzQCCl0wNnc · row dzQCCl0wNnc

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So Close

Listed as Tough Art – So Close (So Close) · Watch on YouTube

youtube_video jA4pV_3Z5f4 · row jA4pV_3Z5f4

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So Let It (Extended Mix)

Listed as Tough Art – So Let It (Extended Mix) (So Let It) · Watch on YouTube

youtube_video jTYLhopTyjw · row jTYLhopTyjw

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Come Back To You

Listed as Tough Art – Come Back To You (Kush) · Watch on YouTube

youtube_video jUjo4_25qzo · row jUjo4_25qzo

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The Sound (Affects, Thayana Valle Remix)

Listed as Tough Art – The Sound (Affects, Thayana Valle Remix) (The Sound Remixes, Pt. 2) · Watch on YouTube

youtube_video kg7PE2kgK9c · row kg7PE2kgK9c

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Rock Like Roll

Listed as Tough Art – Rock Like Roll (Thinking Out EP) · Watch on YouTube

youtube_video mid_-yatVrw · row mid_-yatVrw

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Hypnoise

Listed as Tough Art, Gabriel Evoke – Hypnoise (Hypnoise EP) · Watch on YouTube

youtube_video o1I2saCZOLQ · row o1I2saCZOLQ

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Hypnoise (Bruno Magri Remix)

Listed as Tough Art, Gabriel Evoke – Hypnoise (Bruno Magri Remix) (Hypnoise EP) · Watch on YouTube

youtube_video pPUATHoBfuI · row pPUATHoBfuI

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Monkey Fur

Listed as Tough Art – Monkey Fur (Monkey Fur EP) · Watch on YouTube

youtube_video rFkMloFz77c · row rFkMloFz77c

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Rise

Listed as Tough Art – Rise (Monkey Fur EP) · Watch on YouTube

youtube_video rpDpD-p1vHM · row rpDpD-p1vHM

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My Side

Listed as Marcelo Fiorela, Tough Art – My Side (My Side EP) · Watch on YouTube

youtube_video s1f0jjqoi4A · row s1f0jjqoi4A

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Poison

Listed as Yan Brauer, Tough Art – Poison (Miami Music Week: The Selection) · Watch on YouTube

youtube_video wLiOnBqqfRE · row wLiOnBqqfRE

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Talk Sexy

Listed as Tough Art – Talk Sexy (Talk Sexy EP) · Watch on YouTube

youtube_video z7MHmqLSDgw · row z7MHmqLSDgw

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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.