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 Semantics, Voices of Aorr, Me, You and This Town
Artist RefraQ on YouTube Music
Yes. RefraQ has 19 songs listed in a dataset used to train AI music models.
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.
Semantics
Listed as RefraQ – Semantics (The Platform) · Watch on YouTube
youtube_video 1YU2f0riWa0 · row 1YU2f0riWa0
LAION-DISCO-12M
Voices of Aorr
Listed as RefraQ – Voices of Aorr (Northlands) · Watch on YouTube
youtube_video 8PPA5MjEuWc · row 8PPA5MjEuWc
LAION-DISCO-12M
Me, You and This Town
Listed as RefraQ – Me, You and This Town (Memoir Collections I – Beginnings) · Watch on YouTube
youtube_video 9Z7oRTjA1_I · row 9Z7oRTjA1_I
LAION-DISCO-12M
Hide and Seek
Listed as RefraQ – Hide and Seek (Hide and Seek) · Watch on YouTube
youtube_video DDTgI7I8RgI · row DDTgI7I8RgI
LAION-DISCO-12M
LAION-DISCO-12M
Soda Ritual
Listed as RefraQ – Soda Ritual (Soda Ritual) · Watch on YouTube
youtube_video MSDO0XLw00c · row MSDO0XLw00c
LAION-DISCO-12M
Witching Hour
Listed as RefraQ – Witching Hour (Witching Hour) · Watch on YouTube
youtube_video NsmCBr_QOU4 · row NsmCBr_QOU4
LAION-DISCO-12M
A Faerie Appears
Listed as RefraQ – A Faerie Appears (Jord | Earth) · Watch on YouTube
youtube_video P8s1RWW26JU · row P8s1RWW26JU
LAION-DISCO-12M
Biomes
Listed as RefraQ, Vorso – Biomes (Biomes) · Watch on YouTube
youtube_video SsOKLB-oAAc · row SsOKLB-oAAc
LAION-DISCO-12M
The Phasmid
Listed as RefraQ – The Phasmid (Northlands) · Watch on YouTube
youtube_video Tflxr5rQ3eg · row Tflxr5rQ3eg
LAION-DISCO-12M
Death
Listed as RefraQ – Death (Death) · Watch on YouTube
youtube_video WDofhq2iAt4 · row WDofhq2iAt4
LAION-DISCO-12M
Take Me Away / Marsco
Listed as Jacob Riddall, RefraQ – Take Me Away / Marsco (Take Me Away / Marsco) · Watch on YouTube
youtube_video i_ywyRmb8gI · row i_ywyRmb8gI
LAION-DISCO-12M
Olomeq
Listed as RefraQ – Olomeq (Olomeq) · Watch on YouTube
youtube_video kUXi8iU7zWw · row kUXi8iU7zWw
LAION-DISCO-12M
Plucked from the Pixie Ring
Listed as RefraQ – Plucked from the Pixie Ring (Northlands) · Watch on YouTube
youtube_video mVwQuhfgKIg · row mVwQuhfgKIg
LAION-DISCO-12M
Necromancer
Listed as RefraQ – Necromancer (Northlands) · Watch on YouTube
youtube_video nWFxfjydNQQ · row nWFxfjydNQQ
LAION-DISCO-12M
Neon Jungle
Listed as Soda Island, Avionics, RefraQ – Neon Jungle (Neon Jungle) · Watch on YouTube
youtube_video oFtUXXlQMjU · row oFtUXXlQMjU
LAION-DISCO-12M
Bloode
Listed as RefraQ – Bloode (Bloode) · Watch on YouTube
youtube_video puE0MEFIqXk · row puE0MEFIqXk
LAION-DISCO-12M
Precarious
Listed as RefraQ – Precarious (Precarious) · Watch on YouTube
youtube_video s2jbDpRGqR8 · row s2jbDpRGqR8
LAION-DISCO-12M
Fold (feat. Chalky)
Listed as RefraQ – Fold (feat. Chalky) (Powered by Inspected, Vol. 3) · Watch on YouTube
youtube_video vyyivv7p8a0 · row vyyivv7p8a0
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.