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 Send It, We Bad, Tune Up
Artist Ozone on YouTube Music
Yes. Ozone has 9 songs listed in a dataset used to train AI music models.
Listed under the artist name 9 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Send It
Listed as Ozone – Send It (Send It (Bonus Track)) · Watch on YouTube
youtube_video BD2KA_muESk · row BD2KA_muESk
LAION-DISCO-12M
We Bad
Listed as Ozone – We Bad (Send It (Bonus Track)) · Watch on YouTube
youtube_video ESiVte00yd0 · row ESiVte00yd0
LAION-DISCO-12M
Tune Up
Listed as Ozone – Tune Up (Send It (Bonus Track)) · Watch on YouTube
youtube_video JzHD_7eanGs · row JzHD_7eanGs
LAION-DISCO-12M
Girl I Can't Wait
Listed as Ozone – Girl I Can't Wait (Send It (Bonus Track)) · Watch on YouTube
youtube_video Loybiq9-ljE · row Loybiq9-ljE
LAION-DISCO-12M
Over And Over Again
Listed as Ozone – Over And Over Again (Send It (Bonus Track)) · Watch on YouTube
youtube_video UNGy4sTDy80 · row UNGy4sTDy80
LAION-DISCO-12M
Do What Cha Wanna
Listed as Ozone – Do What Cha Wanna (Send It (Bonus Track)) · Watch on YouTube
youtube_video Xf5rpQh5jSY · row Xf5rpQh5jSY
LAION-DISCO-12M
Gigolette (feat. Teena Marie)
Listed as Ozone – Gigolette (feat. Teena Marie) (Irons In The Fire (Expanded Edition)) · Watch on YouTube
youtube_video hYIund4VsJ4 · row hYIund4VsJ4
LAION-DISCO-12M
OZONE_シャンパンコール
Listed as OZONE – OZONE_シャンパンコール (ホストコレクション presents シャンパンコール2014) · Watch on YouTube
youtube_video pk-3KCWBsVI · row pk-3KCWBsVI
LAION-DISCO-12M
Keep On Dancin'
Listed as Ozone – Keep On Dancin' (Send It (Bonus Track)) · Watch on YouTube
youtube_video yddmaoFCSkk · row yddmaoFCSkk
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.