Yes. SWATS has 44 songs listed in a dataset used to train AI music models.

Used for training 44

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 On the Grind (EVO Championship Song), INHUMAN, TKO (Anime Boxing Cypher) (feat. GameBreax, Jalopy Bungus, Johnny Five The Philosopher & Darrnell Bradley)

Listed under the artist name 44 songs in LAION-DISCO-12M

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

On the Grind (EVO Championship Song)

Listed as Omega Sparx, Swats, GameBreax – On the Grind (EVO Championship Song) (On the Grind (EVO Championship Song)) · Watch on YouTube

youtube_video 0G-pTq68ytY · row 0G-pTq68ytY

LAION-DISCO-12M

INHUMAN

Listed as Omega Sparx, Swats – INHUMAN (INHUMAN) · Watch on YouTube

youtube_video 2Ht0eGf-SOg · row 2Ht0eGf-SOg

LAION-DISCO-12M

TKO (Anime Boxing Cypher) (feat. GameBreax, Jalopy Bungus, Johnny Five The Philosopher & Darrnell Bradley)

Listed as Gr3ys0n, Omega Sparx, Swats – TKO (Anime Boxing Cypher) (feat. GameBreax, Jalopy Bungus, Johnny Five The Philosopher & Darrnell Bradley) (TKO (Anime Boxing Cypher)) · Watch on YouTube

youtube_video 3j5aKUeQNmQ · row 3j5aKUeQNmQ

LAION-DISCO-12M

MASTER OF THE FIST

Listed as Omega Sparx, Daniel Lindholm, SWATS – MASTER OF THE FIST (OVERDRIVE) · Watch on YouTube

youtube_video 4wjud9vnqMU · row 4wjud9vnqMU

LAION-DISCO-12M

X Cross

Listed as Omega Sparx, Swats, GameBreax – X Cross (GameBreakers, Vol. 2) · Watch on YouTube

youtube_video 58pmigsjbYk · row 58pmigsjbYk

LAION-DISCO-12M

Draw the Line (feat. Messiah & Justin Doyle)

Listed as Omega Sparx, Swats, GameBreax – Draw the Line (feat. Messiah & Justin Doyle) (GameBreakers, Vol. 2) · Watch on YouTube

youtube_video 5y1qvzjxoTc · row 5y1qvzjxoTc

LAION-DISCO-12M

Assembled (Instrumental)

Listed as Omega Sparx, SWATS, Andrei Shulgach – Assembled (Instrumental) (Assembled) · Watch on YouTube

youtube_video 6e-fIoM1b_s · row 6e-fIoM1b_s

LAION-DISCO-12M

Test Your Might (Official EVO Hype Song)

Listed as Omega Sparx, SWATS, AlexV – Test Your Might (Official EVO Hype Song) (Test Your Might (Official EVO Hype Song)) · Watch on YouTube

youtube_video 7SHy9Nw22bc · row 7SHy9Nw22bc

LAION-DISCO-12M

Spider Venom

Listed as None Like Joshua, SWATS, Omega Sparx – Spider Venom (Spider Venom) · Watch on YouTube

youtube_video 8-WmugAZGm4 · row 8-WmugAZGm4

LAION-DISCO-12M

Outtakes

Listed as Omega Sparx, Swats, GameBreax – Outtakes (GameBreakers, Vol. 2) · Watch on YouTube

youtube_video 91PlXBjxJX0 · row 91PlXBjxJX0

LAION-DISCO-12M

K.O. (The King of Fighters Allstar Theme) (Instrumental)

Listed as Swats, Omega Sparx – K.O. (The King of Fighters Allstar Theme) (Instrumental) (K.O. (The King of Fighters Allstar Theme)) · Watch on YouTube

youtube_video 9Ljedyo2NX8 · row 9Ljedyo2NX8

LAION-DISCO-12M

Mirrors

Listed as Omega Sparx, Swats, GameBreax – Mirrors (GameBreakers, Vol. 2) · Watch on YouTube

youtube_video BR6iOVTKaE8 · row BR6iOVTKaE8

LAION-DISCO-12M

Hard Edge (feat. Kit Walters)

Listed as Omega Sparx, Swats, GameBreax – Hard Edge (feat. Kit Walters) (GameBreakers, Vol. 2) · Watch on YouTube

youtube_video BVTbriGZd6I · row BVTbriGZd6I

LAION-DISCO-12M

Fallen Gods

Listed as Omega Sparx, Swats – Fallen Gods (Fallen Gods) · Watch on YouTube

youtube_video Fj-FUigwwcA · row Fj-FUigwwcA

LAION-DISCO-12M

Victory (Instrumental)

Listed as Omega Sparx, SWATS, AlexV – Victory (Instrumental) (Victory) · Watch on YouTube

youtube_video Fw2GHsdzeJU · row Fw2GHsdzeJU

LAION-DISCO-12M

Assembled

Listed as Swats, Omega Sparx, NerdOut – Assembled (Assembled) · Watch on YouTube

youtube_video Gt7K7_5L9EU · row Gt7K7_5L9EU

LAION-DISCO-12M

UNITED

Listed as Omega Sparx, NerdOut, SWATS – UNITED (UNITED) · Watch on YouTube

youtube_video IbbZvoiXUXM · row IbbZvoiXUXM

LAION-DISCO-12M

The Bad Guy

Listed as Omega Sparx, Swats – The Bad Guy (The Bad Guy) · Watch on YouTube

youtube_video JIacDXwWZZ8 · row JIacDXwWZZ8

LAION-DISCO-12M

Death Battle: Fallen Gods

Listed as Brandon Yates, Omega Sparx, SWATS – Death Battle: Fallen Gods (Death Battle: Fallen Gods) · Watch on YouTube

youtube_video KceZDdOS8bo · row KceZDdOS8bo

LAION-DISCO-12M

Limitless (feat. K-Drama)

Listed as Omega Sparx, Swats – Limitless (feat. K-Drama) (Limitless) · Watch on YouTube

youtube_video LvPpk4IfErk · row LvPpk4IfErk

LAION-DISCO-12M

K.O. (The King of Fighters Allstar Theme)

Listed as Swats, Omega Sparx – K.O. (The King of Fighters Allstar Theme) (K.O. (The King of Fighters Allstar Theme)) · Watch on YouTube

youtube_video M_KAR6DNToc · row M_KAR6DNToc

LAION-DISCO-12M

Got Em (EVO Championship Song)

Listed as Omega Sparx, Swats, GameBreax – Got Em (EVO Championship Song) (Got Em (EVO Championship Song)) · Watch on YouTube

youtube_video OHsqGYDAj3U · row OHsqGYDAj3U

LAION-DISCO-12M

Game Boys (feat. E.Quipped)

Listed as Omega Sparx, Swats, GameBreax – Game Boys (feat. E.Quipped) (GameBreakers, Vol. 2) · Watch on YouTube

youtube_video Qs3pFNA5BBo · row Qs3pFNA5BBo

LAION-DISCO-12M

Say Goodbye (Future Bass Remix) (feat. Legna Zeg & Sol Codas)

Listed as Omega Sparx, Swats – Say Goodbye (Future Bass Remix) (feat. Legna Zeg & Sol Codas) (Say Goodbye) · Watch on YouTube

youtube_video R621VevmKkA · row R621VevmKkA

LAION-DISCO-12M

Jam Rock (feat. Dae-Lee & Justin Doyle)

Listed as Omega Sparx, Swats, GameBreax – Jam Rock (feat. Dae-Lee & Justin Doyle) (GameBreakers, Vol. 2) · Watch on YouTube

youtube_video RBR2iAFHghA · row RBR2iAFHghA

LAION-DISCO-12M

PS5 vs. Xbox Series X Rap Battle

Listed as SWATS, Omega Sparx – PS5 vs. Xbox Series X Rap Battle (PS5 vs. Xbox Series X Rap Battle) · Watch on YouTube

youtube_video RvTq98pfn5A · row RvTq98pfn5A

LAION-DISCO-12M

READY (Tekken Tag Tournament 2 Hype Song)

Listed as Omega Sparx, SWATS – READY (Tekken Tag Tournament 2 Hype Song) (LET'S RUMBLE! (A History of Hype)) · Watch on YouTube

youtube_video UbePTu2EyYQ · row UbePTu2EyYQ

LAION-DISCO-12M

Then & Now Podcast (Theme Song)

Listed as Omega Sparx, SWATS – Then & Now Podcast (Theme Song) (Then & Now Podcast (Theme Song)) · Watch on YouTube

youtube_video VKrjoEUaRpM · row VKrjoEUaRpM

LAION-DISCO-12M

Say Goodbye (feat. Legna Zeg & Sol Codas)

Listed as Omega Sparx, Swats, GameBreax – Say Goodbye (feat. Legna Zeg & Sol Codas) (Say Goodbye) · Watch on YouTube

youtube_video epNPQbgxSQo · row epNPQbgxSQo

LAION-DISCO-12M

Dream Team

Listed as Omega Sparx, Swats – Dream Team (Dream Team) · Watch on YouTube

youtube_video f0TKw74Z8yE · row f0TKw74Z8yE

LAION-DISCO-12M

Victory (feat. Kit Walters)

Listed as Omega Sparx, SWATS, AlexV – Victory (feat. Kit Walters) (Victory) · Watch on YouTube

youtube_video gGeOwnx0sho · row gGeOwnx0sho

LAION-DISCO-12M

BAG Season (Blerd Approved Gaming Theme Song)

Listed as Omega Sparx, SWATS – BAG Season (Blerd Approved Gaming Theme Song) (BAG Season (Blerd Approved Gaming Theme Song)) · Watch on YouTube

youtube_video gkPpuy2fLos · row gkPpuy2fLos

LAION-DISCO-12M

My World (EVO Championship Song) (feat. Kit Walters)

Listed as Omega Sparx, Swats, GameBreax – My World (EVO Championship Song) (feat. Kit Walters) (My World (EVO Championship Song)) · Watch on YouTube

youtube_video i5O4ahvDI9w · row i5O4ahvDI9w

LAION-DISCO-12M

Come Get Me

Listed as Omega Sparx, Swats, GameBreax – Come Get Me (Come Get Me) · Watch on YouTube

youtube_video j6Y8zDpuJsU · row j6Y8zDpuJsU

LAION-DISCO-12M

Runnin' Game (feat. Mega Ran)

Listed as Omega Sparx, Swats, GameBreax – Runnin' Game (feat. Mega Ran) (GameBreakers, Vol. 2) · Watch on YouTube

youtube_video jkXy7gwO3mg · row jkXy7gwO3mg

LAION-DISCO-12M

So Many Me (Instrumental)

Listed as Omega Sparx, SWATS, Andrei Shulgach – So Many Me (Instrumental) (So Many Me) · Watch on YouTube

youtube_video l_aSJRZcBm8 · row l_aSJRZcBm8

LAION-DISCO-12M

Up In The Clouds (Scorpio Sky Theme) (feat. Mega Ran, Teek Hall & Doe the Paperboy)

Listed as Omega Sparx, Swats – Up In The Clouds (Scorpio Sky Theme) (feat. Mega Ran, Teek Hall & Doe the Paperboy) (Up In The Clouds [Scorpio Sky Theme]) · Watch on YouTube

youtube_video lrjOp9b7jYw · row lrjOp9b7jYw

LAION-DISCO-12M

Magic

Listed as Omega Sparx, Swats, GameBreax – Magic (Magic) · Watch on YouTube

youtube_video nmR1ngEowpE · row nmR1ngEowpE

LAION-DISCO-12M

Legacy (Instrumental)

Listed as Omega Sparx, SWATS, Andrei Shulgach – Legacy (Instrumental) (Legacy) · Watch on YouTube

youtube_video ntIZcnvDICI · row ntIZcnvDICI

LAION-DISCO-12M

SVK

Listed as Omega Sparx, Swats, GameBreax – SVK (GameBreakers, Vol. 2) · Watch on YouTube

youtube_video vFZUAeWZjbU · row vFZUAeWZjbU

LAION-DISCO-12M

Buster Sword Cypher (feat. Mega Ran, None Like Joshua, Prowess the Testament & Cutright)

Listed as Swats, Omega Sparx – Buster Sword Cypher (feat. Mega Ran, None Like Joshua, Prowess the Testament & Cutright) (Buster Sword Cypher) · Watch on YouTube

youtube_video vXo4UfKrjng · row vXo4UfKrjng

LAION-DISCO-12M

POWER (feat. Toasty Marshmellow & Jillian Aversa)

Listed as Omega Sparx, Daniel Lindholm, SWATS – POWER (feat. Toasty Marshmellow & Jillian Aversa) (OVERDRIVE) · Watch on YouTube

youtube_video y24usMMgb2c · row y24usMMgb2c

LAION-DISCO-12M

Legends (The King of Fighters Allstar)

Listed as Omega Sparx, Swats – Legends (The King of Fighters Allstar) (Legends (The King of Fighters Allstar)) · Watch on YouTube

youtube_video yoK3_H45Y4w · row yoK3_H45Y4w

LAION-DISCO-12M

We Own the Night (feat. Legna Zeg)

Listed as Omega Sparx, Swats, GameBreax – We Own the Night (feat. Legna Zeg) (We Own the Night) · Watch on YouTube

youtube_video ys7iOXPyX4Y · row ys7iOXPyX4Y

LAION-DISCO-12M

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.