Yes. Drama has 125 songs listed in a dataset used to train AI music models.

Used for training 125

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 Paranormal State, 2 Many Problems, Ready (feat. Stunna James & JA)

Listed under the artist name 125 songs in LAION-DISCO-12M

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

Paranormal State

Listed as Drama – Paranormal State (Recoverworld Trance Sessions II) · Watch on YouTube

youtube_video 2lncmiKgmXU · row 2lncmiKgmXU

LAION-DISCO-12M

2 Many Problems

Listed as Drama – 2 Many Problems (Trap Investment II) · Watch on YouTube

youtube_video 3lkgplqJnvY · row 3lkgplqJnvY

LAION-DISCO-12M

Ready (feat. Stunna James & JA)

Listed as Drama – Ready (feat. Stunna James & JA) (Street Law: Legends At Work) · Watch on YouTube

youtube_video 5ZXi3UzbeYw · row 5ZXi3UzbeYw

LAION-DISCO-12M

Re Up (feat. Don Dee)

Listed as Drama – Re Up (feat. Don Dee) (Trap Investment II) · Watch on YouTube

youtube_video 8NyCak411VQ · row 8NyCak411VQ

LAION-DISCO-12M

Ya Own Money

Listed as Drama – Ya Own Money (Trap Investment II) · Watch on YouTube

youtube_video DNeX00dvGP0 · row DNeX00dvGP0

LAION-DISCO-12M

Pandemic 2020

Listed as Drama – Pandemic 2020 (Pandemic 2020) · Watch on YouTube

youtube_video EwTtoONqyVE · row EwTtoONqyVE

LAION-DISCO-12M

Deja Vu

Listed as Drama – Deja Vu (Rock Za Hrvatsku!) · Watch on YouTube

youtube_video G4B4ItfvjPM · row G4B4ItfvjPM

LAION-DISCO-12M

ICFWY

Listed as Drama – ICFWY (Humble To The Grind 2) · Watch on YouTube

youtube_video GFGlIXEeB94 · row GFGlIXEeB94

LAION-DISCO-12M

2 Real

Listed as Drama – 2 Real (Trap Investment II) · Watch on YouTube

youtube_video JasN--4tyfY · row JasN--4tyfY

LAION-DISCO-12M

1 Play

Listed as Drama – 1 Play (Trap Investment II) · Watch on YouTube

youtube_video KTeE1-bgOeo · row KTeE1-bgOeo

LAION-DISCO-12M

Ain't No Lovin Me (feat. Jello D)

Listed as Drama – Ain't No Lovin Me (feat. Jello D) (Platinumkatz Production presents (The Lost Tapes - B Side)) · Watch on YouTube

youtube_video MKsuBMc5J2o · row MKsuBMc5J2o

LAION-DISCO-12M

Deep Speech Therapy

Listed as Drama – Deep Speech Therapy (Ultimate Trance Weekender - Amsterdam) · Watch on YouTube

youtube_video MVlna4EsFG0 · row MVlna4EsFG0

LAION-DISCO-12M

Nobody

Listed as Drama – Nobody (Recoverworld Club Collection - Summer 2012) · Watch on YouTube

youtube_video Mwb9CLHOZcE · row Mwb9CLHOZcE

LAION-DISCO-12M

Down For You (feat. Stunna James)

Listed as Drama – Down For You (feat. Stunna James) (Street Law: Legends At Work) · Watch on YouTube

youtube_video T-1PZ32B1aQ · row T-1PZ32B1aQ

LAION-DISCO-12M

What You Want

Listed as Drama – What You Want (Humble To The Grind 2) · Watch on YouTube

youtube_video USnmZNKZtpI · row USnmZNKZtpI

LAION-DISCO-12M

Alright

Listed as Drama – Alright (Lay Low) · Watch on YouTube

youtube_video UcEuN_ffLOM · row UcEuN_ffLOM

LAION-DISCO-12M

Fugazi (feat. Quick)

Listed as Drama – Fugazi (feat. Quick) (Trap Investment II) · Watch on YouTube

youtube_video V709cwqNtg8 · row V709cwqNtg8

LAION-DISCO-12M

Deep Inside (Beat Mix)

Listed as Drama – Deep Inside (Beat Mix) (Deep Inside) · Watch on YouTube

youtube_video V_PUaHPySZI · row V_PUaHPySZI

LAION-DISCO-12M

Slam Hound

Listed as Drama – Slam Hound (Recoverworld Trance Sessions) · Watch on YouTube

youtube_video WmqT5V9MN4k · row WmqT5V9MN4k

LAION-DISCO-12M

Why Ain't Love More Steady (Lamont Dex Mix) (feat. Alvin Jedus Hansen)

Listed as Drama, Urvin June – Why Ain't Love More Steady (Lamont Dex Mix) (feat. Alvin Jedus Hansen) (Best of LW Bass IV) · Watch on YouTube

youtube_video XScAIpWT4UU · row XScAIpWT4UU

LAION-DISCO-12M

Work (feat. Stunna James & Big Yay)

Listed as Drama – Work (feat. Stunna James & Big Yay) (Humble To The Grind) · Watch on YouTube

youtube_video ahatJTq-KS4 · row ahatJTq-KS4

LAION-DISCO-12M

U Don't Know Me

Listed as Drama – U Don't Know Me (Lay Low) · Watch on YouTube

youtube_video aqpMr9ZYloQ · row aqpMr9ZYloQ

LAION-DISCO-12M

Blue Faces (feat. Stunna James)

Listed as Drama – Blue Faces (feat. Stunna James) (Blue Faces) · Watch on YouTube

youtube_video j-AKbuFCM4s · row j-AKbuFCM4s

LAION-DISCO-12M

400 Degrees

Listed as Drama – 400 Degrees (400 Degrees) · Watch on YouTube

youtube_video jvYxgNMT9Lg · row jvYxgNMT9Lg

LAION-DISCO-12M

Ak's

Listed as Drama – Ak's (Trap Investment II) · Watch on YouTube

youtube_video ldwfqvcQyv4 · row ldwfqvcQyv4

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.