Yes. Toast3d has 22 songs listed in a dataset used to train AI music models.

Used for training 22

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 Midship, Searching For The Universe, Messing Arround

Listed under the artist name 22 songs in LAION-DISCO-12M

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

Midship

Listed as Toast3d – Midship (High Infinity) · Watch on YouTube

youtube_video 1QgIetM_jmE · row 1QgIetM_jmE

LAION-DISCO-12M

Searching For The Universe

Listed as Toast3d – Searching For The Universe (Double Vision) · Watch on YouTube

youtube_video 4nkMhC6q27Q · row 4nkMhC6q27Q

LAION-DISCO-12M

Messing Arround

Listed as Toast3d – Messing Arround (Double Vision) · Watch on YouTube

youtube_video 74cH0MyU6Mw · row 74cH0MyU6Mw

LAION-DISCO-12M

Untouchable

Listed as Toast3d – Untouchable (High Infinity) · Watch on YouTube

youtube_video 8knCWSmocNk · row 8knCWSmocNk

LAION-DISCO-12M

Cosmic Garden

Listed as Toast3d – Cosmic Garden (One) · Watch on YouTube

youtube_video 9d6K0udQzLk · row 9d6K0udQzLk

LAION-DISCO-12M

Double Vision

Listed as Toast3d – Double Vision (Double Vision) · Watch on YouTube

youtube_video BpOATsLqDmw · row BpOATsLqDmw

LAION-DISCO-12M

Psy Evolution

Listed as Toast3d – Psy Evolution (High Infinity) · Watch on YouTube

youtube_video CzKTb1-65HM · row CzKTb1-65HM

LAION-DISCO-12M

Ace the Bass

Listed as Toast3d – Ace the Bass (The Set Vol.01 - Compiled by Beat Hackers) · Watch on YouTube

youtube_video DDZhi8BNMFM · row DDZhi8BNMFM

LAION-DISCO-12M

Fuzzy World

Listed as Toast3d – Fuzzy World (Fuzzy World) · Watch on YouTube

youtube_video GviZ_h-Q0eQ · row GviZ_h-Q0eQ

LAION-DISCO-12M

Oz

Listed as Toast3d – Oz (One) · Watch on YouTube

youtube_video Jyw6xZsy-jA · row Jyw6xZsy-jA

LAION-DISCO-12M

Purple XTC

Listed as Toast3d – Purple XTC (One) · Watch on YouTube

youtube_video LD328yvly4Y · row LD328yvly4Y

LAION-DISCO-12M

High Infinity

Listed as Toast3d – High Infinity (High Infinity) · Watch on YouTube

youtube_video MTZSk2cgkt4 · row MTZSk2cgkt4

LAION-DISCO-12M

Desert Tribe

Listed as Toast3d – Desert Tribe (Desert Tribe) · Watch on YouTube

youtube_video MoF-cfhatuw · row MoF-cfhatuw

LAION-DISCO-12M

Fly Away

Listed as Toast3d – Fly Away (High Infinity) · Watch on YouTube

youtube_video Tj0D1AaUY8Q · row Tj0D1AaUY8Q

LAION-DISCO-12M

Efect Defect

Listed as Toast3d – Efect Defect (High Infinity) · Watch on YouTube

youtube_video UMv3n0MYhtA · row UMv3n0MYhtA

LAION-DISCO-12M

Memory Game

Listed as Toast3d – Memory Game (High Infinity) · Watch on YouTube

youtube_video Uj3yNDfTEec · row Uj3yNDfTEec

LAION-DISCO-12M

Into The Frontier

Listed as Toast3d – Into The Frontier (Double Vision) · Watch on YouTube

youtube_video VLqgM3JHuII · row VLqgM3JHuII

LAION-DISCO-12M

The Voice

Listed as Toast3d – The Voice (Double Vision) · Watch on YouTube

youtube_video YKaQB7snGOQ · row YKaQB7snGOQ

LAION-DISCO-12M

Beat Control

Listed as Toast3d – Beat Control (Double Vision) · Watch on YouTube

youtube_video bpubBZgiOLs · row bpubBZgiOLs

LAION-DISCO-12M

Live 2 Give

Listed as Toast3d – Live 2 Give (High Infinity) · Watch on YouTube

youtube_video cA75VBPP3-c · row cA75VBPP3-c

LAION-DISCO-12M

Hangover

Listed as Toast3d – Hangover (One) · Watch on YouTube

youtube_video fuoBb5UmPo0 · row fuoBb5UmPo0

LAION-DISCO-12M

Inside The Mind

Listed as Toast3d – Inside The Mind (Inside The Mind) · Watch on YouTube

youtube_video y4U15GEGwzI · row y4U15GEGwzI

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.