Yes. Swag Toof 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 Thug Witchcraft (feat. EJ Prophet, Saint Decay & Bonez Dubb), Thug P.T.S.D. (feat. Pepperboy), Round the Bacc (feat. Lawz)

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.

Thug Witchcraft (feat. EJ Prophet, Saint Decay & Bonez Dubb)

Listed as Swag Toof – Thug Witchcraft (feat. EJ Prophet, Saint Decay & Bonez Dubb) (Toofgang & Palz 2: Still Palz) · Watch on YouTube

youtube_video -4l0figqdy8 · row -4l0figqdy8

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Thug P.T.S.D. (feat. Pepperboy)

Listed as Swag Toof – Thug P.T.S.D. (feat. Pepperboy) (Harlems Adopted Children) · Watch on YouTube

youtube_video 01PmP3Y7puk · row 01PmP3Y7puk

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Round the Bacc (feat. Lawz)

Listed as Swag Toof – Round the Bacc (feat. Lawz) (Toofgang & Palz 2: Still Palz) · Watch on YouTube

youtube_video 0Of5x0KY8l8 · row 0Of5x0KY8l8

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Dreamkillers

Listed as Swag Toof – Dreamkillers (Dreamkillers) · Watch on YouTube

youtube_video 1fZ9h9yvZF8 · row 1fZ9h9yvZF8

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Mask On

Listed as Swag Toof – Mask On (IV (Foe) & IV:ii [Foe Deux]) · Watch on YouTube

youtube_video 5aSiteW-adI · row 5aSiteW-adI

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Fake Drugs

Listed as Swag Toof – Fake Drugs (Dreamkillers) · Watch on YouTube

youtube_video 6kyaQ97DVGE · row 6kyaQ97DVGE

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Believe

Listed as Swag Toof – Believe (IV (Foe) & IV:ii [Foe Deux]) · Watch on YouTube

youtube_video 7GM55B7w7oY · row 7GM55B7w7oY

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No Luv (feat. Blaze Ya Dead Homie & Scum)

Listed as Swag Toof – No Luv (feat. Blaze Ya Dead Homie & Scum) (Dead York) · Watch on YouTube

youtube_video 96tyiJfkRoI · row 96tyiJfkRoI

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Haunted

Listed as Swag Toof – Haunted (Evan's Gate) · Watch on YouTube

youtube_video 9Zi3upB9LBQ · row 9Zi3upB9LBQ

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Middle of the Street

Listed as Swag Toof – Middle of the Street (IV (Foe) & IV:ii [Foe Deux]) · Watch on YouTube

youtube_video 9jVaA-cxafo · row 9jVaA-cxafo

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Bodies

Listed as Swag Toof – Bodies (Dead York) · Watch on YouTube

youtube_video A802JgYCZd4 · row A802JgYCZd4

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In With the New

Listed as Swag Toof – In With the New (Dreamkillers) · Watch on YouTube

youtube_video AIohRMHZ3QY · row AIohRMHZ3QY

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Lonny

Listed as Swag Toof – Lonny (Dead York) · Watch on YouTube

youtube_video AjWziO8NMrY · row AjWziO8NMrY

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Shadowland

Listed as Swag Toof – Shadowland (IV (Foe) & IV:ii [Foe Deux]) · Watch on YouTube

youtube_video BHZ5g8DHRng · row BHZ5g8DHRng

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Mobb Zombie

Listed as Swag Toof – Mobb Zombie (Dead York) · Watch on YouTube

youtube_video D-K6ypem-dY · row D-K6ypem-dY

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Helly

Listed as Swag Toof – Helly (Harlems Adopted Children) · Watch on YouTube

youtube_video EEoN9mw-dS4 · row EEoN9mw-dS4

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Nine Inch Nails (feat. Kold Blooded)

Listed as Swag Toof – Nine Inch Nails (feat. Kold Blooded) (Dead York) · Watch on YouTube

youtube_video HKHeGupIMdg · row HKHeGupIMdg

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Chronic & Shampoo

Listed as Swag Toof – Chronic & Shampoo (Dreamkillers) · Watch on YouTube

youtube_video Ik-6bbQkxxk · row Ik-6bbQkxxk

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800

Listed as Swag Toof – 800 (Dreamkillers (Bonus Tracks)) · Watch on YouTube

youtube_video J7zeoTbk4AA · row J7zeoTbk4AA

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All Day

Listed as Swag Toof – All Day (Evan's Gate) · Watch on YouTube

youtube_video LxhouanQKx4 · row LxhouanQKx4

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Above It All (feat. Rozz Dyliams)

Listed as Swag Toof – Above It All (feat. Rozz Dyliams) (IV (Foe) & IV:ii [Foe Deux]) · Watch on YouTube

youtube_video NKLc_pLr4qc · row NKLc_pLr4qc

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Corners

Listed as Swag Toof – Corners (Toofgang & Palz 2: Still Palz) · Watch on YouTube

youtube_video NRuEfmKL1Ak · row NRuEfmKL1Ak

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Figgadi Figgadi (feat. Abgohard)

Listed as Swag Toof – Figgadi Figgadi (feat. Abgohard) (IV:III (Foe Tre) & IV:IV (Foe Foe)) · Watch on YouTube

youtube_video NZFVzirMfpU · row NZFVzirMfpU

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100 Blades (feat. Rozz Dyliams)

Listed as Swag Toof – 100 Blades (feat. Rozz Dyliams) (Dead York) · Watch on YouTube

youtube_video PBP17OnLUeQ · row PBP17OnLUeQ

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Hidden Place (feat. Bexey)

Listed as Swag Toof – Hidden Place (feat. Bexey) (IV (Foe) & IV:ii [Foe Deux]) · Watch on YouTube

youtube_video PUltUqerZII · row PUltUqerZII

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G Double O D

Listed as Swag Toof – G Double O D (IV (Foe) & IV:ii [Foe Deux]) · Watch on YouTube

youtube_video QEyGthxOcfg · row QEyGthxOcfg

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Velvet

Listed as Swag Toof – Velvet (Rainbrella) · Watch on YouTube

youtube_video UEOgaHbkwNs · row UEOgaHbkwNs

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No Fucc Boy Shit (feat. Iceberg Black)

Listed as Swag Toof – No Fucc Boy Shit (feat. Iceberg Black) (IV:III (Foe Tre) & IV:IV (Foe Foe)) · Watch on YouTube

youtube_video UMd-16AVfyY · row UMd-16AVfyY

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Speedball

Listed as Swag Toof – Speedball (Dreamkillers) · Watch on YouTube

youtube_video UocZh4qdPmI · row UocZh4qdPmI

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Atlantic

Listed as Swag Toof – Atlantic (Dead York) · Watch on YouTube

youtube_video XD5Q7-BEBrc · row XD5Q7-BEBrc

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Pu$$y Boy (feat. Bones)

Listed as Swag Toof – Pu$$y Boy (feat. Bones) (Dead York) · Watch on YouTube

youtube_video ZvGcw-1BKKQ · row ZvGcw-1BKKQ

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Tonight (feat. Blaze Ya Dead Homie, the R.O.C, Prozak & Ajax)

Listed as Swag Toof – Tonight (feat. Blaze Ya Dead Homie, the R.O.C, Prozak & Ajax) (Toofgang & Palz 2: Still Palz) · Watch on YouTube

youtube_video adY2E91eqAw · row adY2E91eqAw

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Fucc Boy Souls Are Pennies in Spirit Currency

Listed as Swag Toof – Fucc Boy Souls Are Pennies in Spirit Currency (Dead York) · Watch on YouTube

youtube_video cwNjeAxtua8 · row cwNjeAxtua8

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Not Like You

Listed as Swag Toof – Not Like You (Harlems Adopted Children) · Watch on YouTube

youtube_video dWs5NOSWQwc · row dWs5NOSWQwc

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False Profits

Listed as Swag Toof – False Profits (Evan's Gate) · Watch on YouTube

youtube_video dzZrSyntJa0 · row dzZrSyntJa0

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The Ashes of a Burned Bridge

Listed as Swag Toof – The Ashes of a Burned Bridge (IV:III (Foe Tre) & IV:IV (Foe Foe)) · Watch on YouTube

youtube_video g_LlqWsQFYw · row g_LlqWsQFYw

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Homage

Listed as Swag Toof – Homage (Dreamkillers) · Watch on YouTube

youtube_video hUfQW7aJ5YE · row hUfQW7aJ5YE

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Devils Town

Listed as Swag Toof – Devils Town (Toofgang & Palz) · Watch on YouTube

youtube_video jhoiKESnMsk · row jhoiKESnMsk

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Teflon

Listed as Swag Toof – Teflon (Rainbrella) · Watch on YouTube

youtube_video k1tlcnxeH60 · row k1tlcnxeH60

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16 Fucc Em (feat. YungWardenBuffett)

Listed as Swag Toof – 16 Fucc Em (feat. YungWardenBuffett) (IV:III (Foe Tre) & IV:IV (Foe Foe)) · Watch on YouTube

youtube_video kDTDVj1D6cs · row kDTDVj1D6cs

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2toofboyz

Listed as Swag Toof – 2toofboyz (Harlems Adopted Children) · Watch on YouTube

youtube_video mdQT2kT2DjE · row mdQT2kT2DjE

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Tearz in Heaven (feat. Noah 23)

Listed as Swag Toof – Tearz in Heaven (feat. Noah 23) (Toofgang & Palz) · Watch on YouTube

youtube_video oN40f64Yu7s · row oN40f64Yu7s

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Go$$ip

Listed as Swag Toof – Go$$ip (Dead York) · Watch on YouTube

youtube_video qVZZCqE7Qt0 · row qVZZCqE7Qt0

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The World Is the Trap

Listed as Swag Toof – The World Is the Trap (IV (Foe) & IV:ii [Foe Deux]) · Watch on YouTube

youtube_video qZzF3cKTeqE · row qZzF3cKTeqE

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Alice Cooper Lettuce

Listed as Swag Toof – Alice Cooper Lettuce (IV:III (Foe Tre) & IV:IV (Foe Foe)) · Watch on YouTube

youtube_video sBW8vM70kxQ · row sBW8vM70kxQ

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Moon Boots

Listed as Swag Toof – Moon Boots (IV:III (Foe Tre) & IV:IV (Foe Foe)) · Watch on YouTube

youtube_video sRObpzB4KQ4 · row sRObpzB4KQ4

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Hearses

Listed as Swag Toof – Hearses (Dreamkillers) · Watch on YouTube

youtube_video tLPtfm-HPW4 · row tLPtfm-HPW4

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Blue Spurs

Listed as Swag Toof – Blue Spurs (Rainbrella) · Watch on YouTube

youtube_video tM2OrMT6SZk · row tM2OrMT6SZk

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Drugstore

Listed as Swag Toof – Drugstore (Dead York) · Watch on YouTube

youtube_video u-MtYF0Y3yw · row u-MtYF0Y3yw

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My Gang (feat. Dizzy D)

Listed as Swag Toof – My Gang (feat. Dizzy D) (Toofgang & Palz 2: Still Palz) · Watch on YouTube

youtube_video xc-1VMuSGmw · row xc-1VMuSGmw

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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.