Yes. Toña La Negra has 162 songs listed in a dataset used to train AI music models.

Used for training 162

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 Mi Ultimo Fracaso, Como Un Perro, La Noche De Anoche

Listed under the artist name 162 songs in LAION-DISCO-12M

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

Mi Ultimo Fracaso

Listed as Toña "La Negra", María Victoria, Olga Guillot, María Luisa Landín – Mi Ultimo Fracaso (Las Diosas Del Bolero) · Watch on YouTube

youtube_video 1PF2jRnb108 · row 1PF2jRnb108

LAION-DISCO-12M

Como Un Perro

Listed as Toña "La Negra", María Victoria, Olga Guillot, María Luisa Landín – Como Un Perro (Las Diosas Del Bolero) · Watch on YouTube

youtube_video 5qAp77DTMiU · row 5qAp77DTMiU

LAION-DISCO-12M

La Noche De Anoche

Listed as Toña "La Negra", María Victoria, Olga Guillot, María Luisa Landín – La Noche De Anoche (Las Diosas Del Bolero) · Watch on YouTube

youtube_video B51vuR70ucU · row B51vuR70ucU

LAION-DISCO-12M

Mis Ojos Me Denuncian

Listed as Toña "La Negra", María Victoria, Olga Guillot, María Luisa Landín – Mis Ojos Me Denuncian (Las Diosas Del Bolero) · Watch on YouTube

youtube_video BZ33ojVPBO0 · row BZ33ojVPBO0

LAION-DISCO-12M

Babalu

Listed as Toña La Negra – Babalu (La Sensación Jarocha) · Watch on YouTube

youtube_video C6oGFvL7Pys · row C6oGFvL7Pys

LAION-DISCO-12M

Amor

Listed as Toña "La Negra", María Victoria, Olga Guillot, María Luisa Landín – Amor (Las Diosas Del Bolero) · Watch on YouTube

youtube_video Oy89_se6WTg · row Oy89_se6WTg

LAION-DISCO-12M

Piensa en Mi

Listed as Agustín Lara, Toña La Negra, Pedro Vargas – Piensa en Mi (La Hora Intima) · Watch on YouTube

youtube_video R8K0tkW9UEk · row R8K0tkW9UEk

LAION-DISCO-12M

Sencillamente Nunca

Listed as Toña "La Negra", María Victoria, Olga Guillot, María Luisa Landín – Sencillamente Nunca (Las Diosas Del Bolero) · Watch on YouTube

youtube_video ebQXpBc9pMs · row ebQXpBc9pMs

LAION-DISCO-12M

Tengo Ganas De Un Beso

Listed as Toña "La Negra", María Victoria, Olga Guillot, María Luisa Landín – Tengo Ganas De Un Beso (Las Diosas Del Bolero) · Watch on YouTube

youtube_video gDyE4_igTcI · row gDyE4_igTcI

LAION-DISCO-12M

Imposible

Listed as Toña La Negra – Imposible (Noche Criolla) · Watch on YouTube

youtube_video o2fZDrj9dqo · row o2fZDrj9dqo

LAION-DISCO-12M

Solo una Vez

Listed as Agustín Lara, Toña La Negra, Pedro Vargas – Solo una Vez (La Hora Intima) · Watch on YouTube

youtube_video q7NWYBvQad0 · row q7NWYBvQad0

LAION-DISCO-12M

Contigo En La Distancia

Listed as Toña "La Negra", María Victoria, Olga Guillot, María Luisa Landín – Contigo En La Distancia (Las Diosas Del Bolero) · Watch on YouTube

youtube_video vR8LS2VB-QE · row vR8LS2VB-QE

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.