Yes. Perplex (DNB) has 19 songs listed in a dataset used to train AI music models.

Used for training 19

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 Staring Down The Barrel, Broken World, Fears Of The Night

Listed under the artist name 19 songs in LAION-DISCO-12M

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

Staring Down The Barrel

Listed as Perplex (DNB) – Staring Down The Barrel (Staring Down The Barrel) · Watch on YouTube

youtube_video 0PETQy1Ay1s · row 0PETQy1Ay1s

LAION-DISCO-12M

Broken World

Listed as Perplex (DNB) – Broken World (Broken World) · Watch on YouTube

youtube_video 0uS-BxTwdJA · row 0uS-BxTwdJA

LAION-DISCO-12M

Fears Of The Night

Listed as Perplex (DNB) – Fears Of The Night (Staring Down The Barrel) · Watch on YouTube

youtube_video C8BadX_JYrY · row C8BadX_JYrY

LAION-DISCO-12M

Are You Ready

Listed as Perplex (DNB) – Are You Ready (Drum & Bass Anthology: 2020) · Watch on YouTube

youtube_video Exvn7qVBI9Y · row Exvn7qVBI9Y

LAION-DISCO-12M

Hit Em Like This

Listed as Perplex (DNB) – Hit Em Like This (The Monster EP) · Watch on YouTube

youtube_video FDhvzw_lZtE · row FDhvzw_lZtE

LAION-DISCO-12M

Let's Get It

Listed as Perplex (DNB) – Let's Get It (Broken World) · Watch on YouTube

youtube_video FIPpvRGBVL0 · row FIPpvRGBVL0

LAION-DISCO-12M

Ghost Pirates

Listed as Perplex (DNB) – Ghost Pirates (Broken World) · Watch on YouTube

youtube_video Hyuh2Wr4wN0 · row Hyuh2Wr4wN0

LAION-DISCO-12M

The Beast Of Space

Listed as Perplex (DNB) – The Beast Of Space (Tunes To Train To 007) · Watch on YouTube

youtube_video Ieat58cAtpU · row Ieat58cAtpU

LAION-DISCO-12M

Shits About To Go Down

Listed as Perplex (DNB) – Shits About To Go Down (Intrusion EP) · Watch on YouTube

youtube_video LskpnYJlmlw · row LskpnYJlmlw

LAION-DISCO-12M

Hit Em Like This

Listed as Perplex (DNB) – Hit Em Like This (Nothing But... Pure Drum & Bass, Vol. 02) · Watch on YouTube

youtube_video Vss9fuoxHEM · row Vss9fuoxHEM

LAION-DISCO-12M

Let Me Tell Ya

Listed as Perplex (DNB) – Let Me Tell Ya (Staring Down The Barrel) · Watch on YouTube

youtube_video _nNcEzsiy_w · row _nNcEzsiy_w

LAION-DISCO-12M

The Monster

Listed as Perplex (DNB) – The Monster (The Monster EP) · Watch on YouTube

youtube_video aF5I8heVkB4 · row aF5I8heVkB4

LAION-DISCO-12M

Are You Ready (VIP Mix)

Listed as Perplex (DNB) – Are You Ready (VIP Mix) (The Monster EP) · Watch on YouTube

youtube_video dkk5_L3Qj08 · row dkk5_L3Qj08

LAION-DISCO-12M

Staring Down The Barrel

Listed as Perplex (DNB) – Staring Down The Barrel (Nothing But... Pure Drum & Bass, Vol. 03) · Watch on YouTube

youtube_video gIw4u63QlYQ · row gIw4u63QlYQ

LAION-DISCO-12M

No Backing Down

Listed as Perplex (DNB) – No Backing Down (The Monster EP) · Watch on YouTube

youtube_video gxwgCyy6Me8 · row gxwgCyy6Me8

LAION-DISCO-12M

Fears Of The Night

Listed as Perplex (DNB) – Fears Of The Night (Drum & Bass Anthology: 2022) · Watch on YouTube

youtube_video mTf_RFZ-x1M · row mTf_RFZ-x1M

LAION-DISCO-12M

Front to Back

Listed as Perplex (DNB) – Front to Back (Broken World) · Watch on YouTube

youtube_video n1i84tstfcs · row n1i84tstfcs

LAION-DISCO-12M

The Beast Of Space

Listed as Perplex (DNB) – The Beast Of Space (Staring Down The Barrel) · Watch on YouTube

youtube_video sHNYXJGOGI8 · row sHNYXJGOGI8

LAION-DISCO-12M

The Maniac

Listed as Perplex (DNB) – The Maniac (Broken World) · Watch on YouTube

youtube_video u1j3Y1WhCDE · row u1j3Y1WhCDE

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.