Yes. FORMULA has 45 songs listed in a dataset used to train AI music models.

Used for training 45

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 Sweet Company, NAZA, Sniffing Monkey (Spadez Remix)

Listed under the artist name 45 songs in LAION-DISCO-12M

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

Sweet Company

Listed as FORMULA – Sweet Company (Warrior EP) · Watch on YouTube

youtube_video 04wXITq9nNQ · row 04wXITq9nNQ

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NAZA

Listed as FORMULA – NAZA (TOP BOYS AND GIRLS 16) · Watch on YouTube

youtube_video 05sBuRuH2Cs · row 05sBuRuH2Cs

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Sniffing Monkey (Spadez Remix)

Listed as FORMULA – Sniffing Monkey (Spadez Remix) (Wonky Goose Remixed) · Watch on YouTube

youtube_video 0YkF24xCgp8 · row 0YkF24xCgp8

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Wire Tap

Listed as FORMULA – Wire Tap (Grime Street EP) · Watch on YouTube

youtube_video 7cKSN34YPWU · row 7cKSN34YPWU

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Meltdown

Listed as FORMULA – Meltdown (Phat Man EP) · Watch on YouTube

youtube_video 9QqOdZLbPoI · row 9QqOdZLbPoI

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ADAMMA

Listed as FORMULA – ADAMMA (TOP BOYS AND GIRLS 16) · Watch on YouTube

youtube_video APdTq8CFJC0 · row APdTq8CFJC0

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Marines

Listed as FORMULA – Marines (Warrior EP) · Watch on YouTube

youtube_video BnzT8moB1Sc · row BnzT8moB1Sc

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Warrior (Headlost Remix)

Listed as FORMULA – Warrior (Headlost Remix) (Warrior Remixes EP) · Watch on YouTube

youtube_video ETQgeHerH4g · row ETQgeHerH4g

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Now You See Me

Listed as FORMULA – Now You See Me (Workin / Now You See Me) · Watch on YouTube

youtube_video EV9tvC1wa2s · row EV9tvC1wa2s

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Hoofs

Listed as FORMULA – Hoofs (Phat Man EP) · Watch on YouTube

youtube_video LRsBf7WWICE · row LRsBf7WWICE

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Grime Street

Listed as FORMULA – Grime Street (Grime Street EP) · Watch on YouTube

youtube_video MLeJVNN3rTg · row MLeJVNN3rTg

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Big Pops

Listed as FORMULA – Big Pops (Big Cats Don't Purr EP) · Watch on YouTube

youtube_video Mc6Yrep5eXE · row Mc6Yrep5eXE

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Double Crossed

Listed as FORMULA – Double Crossed (Phat Man EP) · Watch on YouTube

youtube_video NpvYTL5j-pk · row NpvYTL5j-pk

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Stranger Danger

Listed as FORMULA – Stranger Danger (Stranger Danger) · Watch on YouTube

youtube_video Qk22laRnfik · row Qk22laRnfik

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Give Praise (Headlost Remix)

Listed as FORMULA – Give Praise (Headlost Remix) (Warrior Remixes EP) · Watch on YouTube

youtube_video R5aKTK5OoFE · row R5aKTK5OoFE

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Future Bongo

Listed as FORMULA – Future Bongo (Snake EP) · Watch on YouTube

youtube_video V9VJJXTgFu4 · row V9VJJXTgFu4

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The Caw

Listed as Formula – The Caw (Roller Coasting V/A LP) · Watch on YouTube

youtube_video WYM2Ihw0gNI · row WYM2Ihw0gNI

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Die Tone

Listed as FORMULA – Die Tone (Grime Street EP) · Watch on YouTube

youtube_video Y4wu6lRsV-4 · row Y4wu6lRsV-4

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Preach

Listed as FORMULA, Jando – Preach (2 Years of Invicta EP) · Watch on YouTube

youtube_video YpYiwBQuv5c · row YpYiwBQuv5c

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Hurricane

Listed as FORMULA – Hurricane (Suspended) · Watch on YouTube

youtube_video ZeZWmickJdI · row ZeZWmickJdI

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When We Dive

Listed as FORMULA – When We Dive (Big Cats Don't Purr EP) · Watch on YouTube

youtube_video a5YAvQh_XeE · row a5YAvQh_XeE

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Signal

Listed as Formula – Signal (Alumni) · Watch on YouTube

youtube_video aD8ETkUWsZw · row aD8ETkUWsZw

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Workin

Listed as FORMULA – Workin (Workin / Now You See Me) · Watch on YouTube

youtube_video aTLUghr3P5U · row aTLUghr3P5U

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Bad Boys

Listed as FORMULA – Bad Boys (Suspended) · Watch on YouTube

youtube_video dcUE6S8jGac · row dcUE6S8jGac

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Nympho

Listed as FORMULA – Nympho (Big Cats Don't Purr EP) · Watch on YouTube

youtube_video i8cnC3WeeKk · row i8cnC3WeeKk

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Whoopsi

Listed as FORMULA – Whoopsi (Phat Man EP) · Watch on YouTube

youtube_video jwfAyuaNuO4 · row jwfAyuaNuO4

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Big Cats Don't Purr

Listed as FORMULA – Big Cats Don't Purr (Big Cats Don't Purr EP) · Watch on YouTube

youtube_video kgZOGmnTH0Y · row kgZOGmnTH0Y

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Neck Back (feat. Diligent Fingers)

Listed as FORMULA – Neck Back (feat. Diligent Fingers) (Phat Man EP) · Watch on YouTube

youtube_video lnThNPh5X6k · row lnThNPh5X6k

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BLESS MY HUSTLE

Listed as FORMULA – BLESS MY HUSTLE (TOP BOYS AND GIRLS 16) · Watch on YouTube

youtube_video m51rLypFpRQ · row m51rLypFpRQ

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Fiyah

Listed as Portrait, FORMULA – Fiyah (The Purplest Cat // Fiyah) · Watch on YouTube

youtube_video mWwA3SFxyQQ · row mWwA3SFxyQQ

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Give Praise (Mandidextrous Remix)

Listed as FORMULA – Give Praise (Mandidextrous Remix) (Warrior Remixes EP) · Watch on YouTube

youtube_video nBAzSfYjBWU · row nBAzSfYjBWU

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Warrior (SMG Remix)

Listed as FORMULA – Warrior (SMG Remix) (Warrior Remixes EP) · Watch on YouTube

youtube_video noKFFTbk2vw · row noKFFTbk2vw

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Snake

Listed as FORMULA – Snake (Snake EP) · Watch on YouTube

youtube_video o6AuOph2gc4 · row o6AuOph2gc4

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Big Tony

Listed as FORMULA – Big Tony (Ammo Box V6) · Watch on YouTube

youtube_video oNBYcEx1fBY · row oNBYcEx1fBY

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The Taskmaster

Listed as FORMULA – The Taskmaster (Grime Street EP) · Watch on YouTube

youtube_video oqicw-5MlWk · row oqicw-5MlWk

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Give Praise

Listed as FORMULA – Give Praise (Warrior EP) · Watch on YouTube

youtube_video p7PgLEq5GL8 · row p7PgLEq5GL8

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Warrior

Listed as FORMULA – Warrior (Warrior EP) · Watch on YouTube

youtube_video pzMztJk3Gjc · row pzMztJk3Gjc

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Suspended

Listed as FORMULA – Suspended (Suspended) · Watch on YouTube

youtube_video sUJRweQoQ1I · row sUJRweQoQ1I

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Chonged

Listed as FORMULA – Chonged (Snake EP) · Watch on YouTube

youtube_video tS8c9141YJw · row tS8c9141YJw

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Casket

Listed as FORMULA – Casket (Snake EP) · Watch on YouTube

youtube_video uWuJzKbyvJw · row uWuJzKbyvJw

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You & Me

Listed as FORMULA – You & Me (Suspended) · Watch on YouTube

youtube_video v3jMuSpy1_c · row v3jMuSpy1_c

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PA Systematic (Bennie Remix) (feat. Drowzee)

Listed as FORMULA – PA Systematic (Bennie Remix) (feat. Drowzee) (Warrior Remixes EP) · Watch on YouTube

youtube_video vSdGOnLZVII · row vSdGOnLZVII

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PA Systematic

Listed as FORMULA, Drowzee – PA Systematic (Warrior EP) · Watch on YouTube

youtube_video w7Lwi0Qaza8 · row w7Lwi0Qaza8

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Dragster's Den

Listed as FORMULA – Dragster's Den (Dragster's Den) · Watch on YouTube

youtube_video yh9P8UAmUXU · row yh9P8UAmUXU

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Phat Man

Listed as FORMULA – Phat Man (Phat Man EP) · Watch on YouTube

youtube_video zCtz34bipmI · row zCtz34bipmI

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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.