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 Promenade, Sleepless Nights, Refraction
Artist Unfound on YouTube Music
Yes. Unfound has 29 songs listed in a dataset used to train AI music models.
Listed under the artist name 29 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Promenade
Listed as Unfound – Promenade (Promenade) · Watch on YouTube
youtube_video -uE5PPwsLj0 · row -uE5PPwsLj0
LAION-DISCO-12M
Sleepless Nights
Listed as Unfound – Sleepless Nights (Sleepless Nights) · Watch on YouTube
youtube_video 0wIWcgZup4k · row 0wIWcgZup4k
LAION-DISCO-12M
Refraction
Listed as Unfound – Refraction (Anomaly) · Watch on YouTube
youtube_video 5YDiUcc3emA · row 5YDiUcc3emA
LAION-DISCO-12M
Open Mind
Listed as Unfound – Open Mind (Open Mind) · Watch on YouTube
youtube_video 5xSgVBWnYZA · row 5xSgVBWnYZA
LAION-DISCO-12M
Arrival
Listed as Unfound – Arrival (Arrival) · Watch on YouTube
youtube_video 74sONuc_t1c · row 74sONuc_t1c
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Gem
Listed as Unfound – Gem (Anomaly) · Watch on YouTube
youtube_video 7ZQlWCsHG7k · row 7ZQlWCsHG7k
LAION-DISCO-12M
Consume
Listed as Unfound – Consume (Consume) · Watch on YouTube
youtube_video C0KCvZciZN4 · row C0KCvZciZN4
LAION-DISCO-12M
New World
Listed as Unfound – New World (New World) · Watch on YouTube
youtube_video C6dY9HH_ZOk · row C6dY9HH_ZOk
LAION-DISCO-12M
LAION-DISCO-12M
Breakthrough
Listed as Electronic Gems, Unfound – Breakthrough (Flux) · Watch on YouTube
youtube_video FCQCH_lthdQ · row FCQCH_lthdQ
LAION-DISCO-12M
Departure
Listed as Unfound – Departure (Anomaly) · Watch on YouTube
youtube_video LwKbsK6E-DI · row LwKbsK6E-DI
LAION-DISCO-12M
Get Out
Listed as Unfound – Get Out (Get Out) · Watch on YouTube
youtube_video OnjLQz5UBZ8 · row OnjLQz5UBZ8
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Gamma Rays
Listed as Unfound – Gamma Rays (Anomaly) · Watch on YouTube
youtube_video VgjdnhAjPbY · row VgjdnhAjPbY
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Without
Listed as Unfound – Without (Without) · Watch on YouTube
youtube_video YbYmPrnD-kE · row YbYmPrnD-kE
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Nightflying
Listed as Unfound – Nightflying (Nightflying) · Watch on YouTube
youtube_video YkN94x3lTvM · row YkN94x3lTvM
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Creation (feat. Forhill)
Listed as Unfound – Creation (feat. Forhill) (Anomaly) · Watch on YouTube
youtube_video aqcITQctTHI · row aqcITQctTHI
LAION-DISCO-12M
Tremors
Listed as Unfound – Tremors (Anomaly) · Watch on YouTube
youtube_video avt0S-vCUZU · row avt0S-vCUZU
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Intercept
Listed as Unfound – Intercept (Intercept) · Watch on YouTube
youtube_video iBPhmhM5gk0 · row iBPhmhM5gk0
LAION-DISCO-12M
Anomaly
Listed as Unfound – Anomaly (Anomaly) · Watch on YouTube
youtube_video j15tAxxc38Y · row j15tAxxc38Y
LAION-DISCO-12M
Heaven
Listed as Unfound – Heaven (Rise) · Watch on YouTube
youtube_video kffXkg8J_44 · row kffXkg8J_44
LAION-DISCO-12M
Dreamlight
Listed as Unfound – Dreamlight (Dreamlight) · Watch on YouTube
youtube_video nqiCmpjd-8s · row nqiCmpjd-8s
LAION-DISCO-12M
Nebula
Listed as Unfound – Nebula (Nebula) · Watch on YouTube
youtube_video pbRu0H3pwW4 · row pbRu0H3pwW4
LAION-DISCO-12M
On the Edge
Listed as Unfound – On the Edge (On the Edge) · Watch on YouTube
youtube_video qZglQrVqv-Y · row qZglQrVqv-Y
LAION-DISCO-12M
Home
Listed as Unfound – Home (Anomaly) · Watch on YouTube
youtube_video qoklSpshgP4 · row qoklSpshgP4
LAION-DISCO-12M
Reach
Listed as Unfound – Reach (Anomaly) · Watch on YouTube
youtube_video rm1jo5VztHs · row rm1jo5VztHs
LAION-DISCO-12M
Skyline
Listed as Unfound – Skyline (Anomaly) · Watch on YouTube
youtube_video s0G4qOrDOgM · row s0G4qOrDOgM
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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.
- DLA Piper: Creation of music with generative AI may be copyright infringement (GEMA v Suno, LG München I, 42 O 763/25), 2026-08-28
- Music Business Worldwide: Warner Music Group settles with Suno, strikes first-of-its-kind deal, 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
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.
- 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.
- 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.
Is this you?
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.