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 Esperancita, Cure, Sabrosito
Artist Angel Doza on YouTube Music
Yes. Angel Doza has 22 songs listed in a dataset used to train AI music models.
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.
Esperancita
Listed as Angel Doza, David Figueira, Dj Roberto Da'Silva – Esperancita (Esperancita) · Watch on YouTube
youtube_video -RD7CScj7Cw · row -RD7CScj7Cw
LAION-DISCO-12M
Cure
Listed as Jose Alves, Angel Doza – Cure (Cure) · Watch on YouTube
youtube_video 3PhbyVaxDs0 · row 3PhbyVaxDs0
LAION-DISCO-12M
Sabrosito
Listed as Angel Doza – Sabrosito (Sabrosito) · Watch on YouTube
youtube_video 7AAcIIzt3Rk · row 7AAcIIzt3Rk
LAION-DISCO-12M
Haka
Listed as MJSTK, NVH, Angel Doza – Haka (Haka) · Watch on YouTube
youtube_video 7sRTloaNiew · row 7sRTloaNiew
LAION-DISCO-12M
Ibele
Listed as Angel Doza, Harold Castro – Ibele (Ibele) · Watch on YouTube
youtube_video 9Npx3cIzaxo · row 9Npx3cIzaxo
LAION-DISCO-12M
Esperancita (Kevinson Jimenez Remix)
Listed as Angel Doza, David Figueira, Dj Roberto Da'Silva – Esperancita (Kevinson Jimenez Remix) (Esperancita) · Watch on YouTube
youtube_video BrJtwKSXqH0 · row BrJtwKSXqH0
LAION-DISCO-12M
El Pueblo
Listed as Lumberjack, MJSTK, NVH, Angel Doza – El Pueblo (El Pueblo) · Watch on YouTube
youtube_video DO-_JxyMJ_Y · row DO-_JxyMJ_Y
LAION-DISCO-12M
Bella (Manuel Fernandez Remix)
Listed as Angel Doza – Bella (Manuel Fernandez Remix) (Bella) · Watch on YouTube
youtube_video ERZZBuwGHOM · row ERZZBuwGHOM
LAION-DISCO-12M
See Line Woman
Listed as Angel Doza – See Line Woman (See Line Woman) · Watch on YouTube
youtube_video H2ptN5Bqddg · row H2ptN5Bqddg
LAION-DISCO-12M
Female
Listed as Angel Doza – Female (In Speed) · Watch on YouTube
youtube_video KgiXBOwbB64 · row KgiXBOwbB64
LAION-DISCO-12M
See Line Woman (Ricardo Criollo House Remix)
Listed as Angel Doza – See Line Woman (Ricardo Criollo House Remix) (See Line Woman) · Watch on YouTube
youtube_video STskhaPuGuc · row STskhaPuGuc
LAION-DISCO-12M
Bella
Listed as Angel Doza – Bella (Bella) · Watch on YouTube
youtube_video TujMAm_Zr68 · row TujMAm_Zr68
LAION-DISCO-12M
En la Quinta
Listed as Angel Doza, Cristofer Laroye – En la Quinta (This is Caribbean House, Vol.3) · Watch on YouTube
youtube_video TymM3y4-N_M · row TymM3y4-N_M
LAION-DISCO-12M
Trascender
Listed as Angel Doza – Trascender (Trascender) · Watch on YouTube
youtube_video UYzj6u2VVvM · row UYzj6u2VVvM
LAION-DISCO-12M
Bambata
Listed as Angel Doza – Bambata (The Beginning) · Watch on YouTube
youtube_video VoLzL9qMLiw · row VoLzL9qMLiw
LAION-DISCO-12M
LOWFI
Listed as MRodriguez, Angel Doza – LOWFI (SUPERSONICOS VOL 2) · Watch on YouTube
youtube_video WiVPfZhK7tI · row WiVPfZhK7tI
LAION-DISCO-12M
Koran
Listed as Angel Doza – Koran (renacer) · Watch on YouTube
youtube_video XQ_BYFmZiXs · row XQ_BYFmZiXs
LAION-DISCO-12M
Sahiram
Listed as Wilgenis Vergara, Angel Doza – Sahiram (Sahiram) · Watch on YouTube
youtube_video Z8ahmxRxntQ · row Z8ahmxRxntQ
LAION-DISCO-12M
Sabura
Listed as Angel Doza – Sabura (Deep Forest 2021) · Watch on YouTube
youtube_video ak0PKnz2Oyg · row ak0PKnz2Oyg
LAION-DISCO-12M
See Line Woman (Wilgenis Vergara Remix)
Listed as Angel Doza – See Line Woman (Wilgenis Vergara Remix) (See Line Woman) · Watch on YouTube
youtube_video rCho77kNe-8 · row rCho77kNe-8
LAION-DISCO-12M
Move That Dope
Listed as Angel Doza, Italian, Julio Gonzalez – Move That Dope (Move That Dope) · Watch on YouTube
youtube_video tdeQLe0RFP0 · row tdeQLe0RFP0
LAION-DISCO-12M
Woman
Listed as Angel Doza – Woman (In Speed) · Watch on YouTube
youtube_video zStO0xovp2M · row zStO0xovp2M
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.