Yes. WorkRate has 23 songs listed in a dataset used to train AI music models.

Used for training 23

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 AbzSav x Workrate HB Freestyle (Season 2), Tik Tok, Workrate x Fumez The Engineer - Plugged In 2, Pt. 2

Listed under the artist name 23 songs in LAION-DISCO-12M

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

AbzSav x Workrate HB Freestyle (Season 2)

Listed as Hardest Bars, WorkRate, AbzSav – AbzSav x Workrate HB Freestyle (Season 2) (AbzSav x Workrate HB Freestyle (Season 2)) · Watch on YouTube

youtube_video -0QguIvi35Y · row -0QguIvi35Y

LAION-DISCO-12M

Tik Tok

Listed as WorkRate – Tik Tok (Tik Tok) · Watch on YouTube

youtube_video 2o9KCg3B3y0 · row 2o9KCg3B3y0

LAION-DISCO-12M

Workrate x Fumez The Engineer - Plugged In 2, Pt. 2

Listed as Fumez The Engineer, Workrate – Workrate x Fumez The Engineer - Plugged In 2, Pt. 2 (Workrate x Fumez The Engineer - Plugged In 2, Pt. 2) · Watch on YouTube

youtube_video 51cpWEIqV4w · row 51cpWEIqV4w

LAION-DISCO-12M

The Hotspot

Listed as PACMANTV, Workrate, La F – The Hotspot (The Hotspot) · Watch on YouTube

youtube_video 8X69oAwEWTQ · row 8X69oAwEWTQ

LAION-DISCO-12M

Are You Buzzin

Listed as WorkRate – Are You Buzzin (Are You Buzzin) · Watch on YouTube

youtube_video B3WuaUeZXIs · row B3WuaUeZXIs

LAION-DISCO-12M

Belly

Listed as WorkRate – Belly (Belly) · Watch on YouTube

youtube_video Gm8AVC3qjHc · row Gm8AVC3qjHc

LAION-DISCO-12M

Next Up - S3-E22

Listed as Mixtape Madness, Workrate – Next Up - S3-E22 (Next Up - S3-E22) · Watch on YouTube

youtube_video H-gWTPyE88Y · row H-gWTPyE88Y

LAION-DISCO-12M

Gaza 4

Listed as Workrate – Gaza 4 (Gaza 4) · Watch on YouTube

youtube_video J3Ct3Qst8Ak · row J3Ct3Qst8Ak

LAION-DISCO-12M

Hands In The Air (H.I.T.A)

Listed as Nito NB, Workrate, AbzSav – Hands In The Air (H.I.T.A) (Hands In The Air (H.I.T.A)) · Watch on YouTube

youtube_video PNfsGQbrxlo · row PNfsGQbrxlo

LAION-DISCO-12M

Plugged In

Listed as Nito NB, WorkRate, Fumez The Engineer – Plugged In (Plugged In) · Watch on YouTube

youtube_video UqN73_jqvQ4 · row UqN73_jqvQ4

LAION-DISCO-12M

Plugged In Freestyle (feat. Sixty)

Listed as Fumez The Engineer, Nito NB, WorkRate – Plugged In Freestyle (feat. Sixty) (Plugged In Freestyle) · Watch on YouTube

youtube_video Y3rwPhfOdZQ · row Y3rwPhfOdZQ

LAION-DISCO-12M

Reject

Listed as WorkRate – Reject (Reject) · Watch on YouTube

youtube_video YZFNadFQ2MY · row YZFNadFQ2MY

LAION-DISCO-12M

SEASON FINALE Nito NB x Workrate x Skore Beezy x t.scam x E1 x Fumez The Engineer: Plugged In (feat. Skore Beezy, t.scam & E1 (3x3))

Listed as Fumez The Engineer, Nito NB, Workrate – SEASON FINALE Nito NB x Workrate x Skore Beezy x t.scam x E1 x Fumez The Engineer: Plugged In (feat. Skore Beezy, t.scam & E1 (3x3)) (SEASON FINALE Nito NB x Workrate x Skore Beezy x t.scam x E1 x Fumez The Engineer: Plugged In) · Watch on YouTube

youtube_video anQUnOyEEsI · row anQUnOyEEsI

LAION-DISCO-12M

GAZA3

Listed as WorkRate – GAZA3 (GAZA3) · Watch on YouTube

youtube_video crlJ2KBvDN0 · row crlJ2KBvDN0

LAION-DISCO-12M

Single Minute

Listed as Workrate – Single Minute (Single Minute) · Watch on YouTube

youtube_video eQGxquSBueI · row eQGxquSBueI

LAION-DISCO-12M

The Cold Room - S2-E1, Pt.1

Listed as WorkRate, Tweeko, Mixtape Madness – The Cold Room - S2-E1, Pt.1 (The Cold Room - S2-E1) · Watch on YouTube

youtube_video gOImyaHlObE · row gOImyaHlObE

LAION-DISCO-12M

Workrate x Fumez The Engineer: Plugged In

Listed as Fumez The Engineer, Workrate – Workrate x Fumez The Engineer: Plugged In (Workrate x Fumez The Engineer: Plugged In) · Watch on YouTube

youtube_video ig3YXY0L-qI · row ig3YXY0L-qI

LAION-DISCO-12M

Gaza

Listed as Workrate – Gaza (Gaza) · Watch on YouTube

youtube_video oBLf-7KETro · row oBLf-7KETro

LAION-DISCO-12M

Ridiculous

Listed as WorkRate – Ridiculous (Ridiculous) · Watch on YouTube

youtube_video u04Ce5CkKeU · row u04Ce5CkKeU

LAION-DISCO-12M

Real Life

Listed as Nito NB, WorkRate, AbzSav – Real Life (Real Life) · Watch on YouTube

youtube_video uMxZBRz1Rc0 · row uMxZBRz1Rc0

LAION-DISCO-12M

Riding

Listed as Nito NB, WorkRate, AbzSav – Riding (Riding) · Watch on YouTube

youtube_video wJ7iexR1emM · row wJ7iexR1emM

LAION-DISCO-12M

Gaza 2

Listed as Workrate – Gaza 2 (Gaza 2) · Watch on YouTube

youtube_video yhkGOqcUf5M · row yhkGOqcUf5M

LAION-DISCO-12M

Workrate x Fumez The Engineer - Plugged In 2, Pt. 1

Listed as Fumez The Engineer, Workrate – Workrate x Fumez The Engineer - Plugged In 2, Pt. 1 (Workrate x Fumez The Engineer - Plugged In 2, Pt. 1) · Watch on YouTube

youtube_video yzNVBDkNxkY · row yzNVBDkNxkY

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.