Yes. Natalia has 90 songs listed in a dataset used to train AI music models.

Used for training 90

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 Solo Te Vas "Been There Done That", Tu Amor es Puro, Fuiste Tu "I Hate You"

Listed under the artist name 90 songs in LAION-DISCO-12M

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

Solo Te Vas "Been There Done That"

Listed as Natalia – Solo Te Vas "Been There Done That" (Natalia) · Watch on YouTube

youtube_video 0S3XD99AbYM · row 0S3XD99AbYM

LAION-DISCO-12M

Tu Amor es Puro

Listed as Natalia – Tu Amor es Puro (Tu Amor es Puro) · Watch on YouTube

youtube_video 0pfkMFWl-Ww · row 0pfkMFWl-Ww

LAION-DISCO-12M

Fuiste Tu "I Hate You"

Listed as Natalia – Fuiste Tu "I Hate You" (Natalia) · Watch on YouTube

youtube_video 0uCMKz6eF3U · row 0uCMKz6eF3U

LAION-DISCO-12M

No Vas A Creerlo (Easy)

Listed as Natalia – No Vas A Creerlo (Easy) (Besa Mi Piel) · Watch on YouTube

youtube_video 1Ya3XbA_im8 · row 1Ya3XbA_im8

LAION-DISCO-12M

Mentiras

Listed as Natalia – Mentiras (Radikal) · Watch on YouTube

youtube_video 3kkFqnIXkD0 · row 3kkFqnIXkD0

LAION-DISCO-12M

Deseo

Listed as Natalia – Deseo (Natalia) · Watch on YouTube

youtube_video 4GDzbTOOT-o · row 4GDzbTOOT-o

LAION-DISCO-12M

Parte De Mi Corazon (Letter In My Heart)

Listed as Natalia – Parte De Mi Corazon (Letter In My Heart) (Besa Mi Piel) · Watch on YouTube

youtube_video 4WqikEg5-XM · row 4WqikEg5-XM

LAION-DISCO-12M

No, No (Why, Why)

Listed as Natalia – No, No (Why, Why) (Besa Mi Piel) · Watch on YouTube

youtube_video 5iGHcW675lU · row 5iGHcW675lU

LAION-DISCO-12M

Mira Y Aprende

Listed as Natalia – Mira Y Aprende (Un Poco De Mi) · Watch on YouTube

youtube_video 6800wLOllG4 · row 6800wLOllG4

LAION-DISCO-12M

Walking On Sunshine

Listed as Natalia, Verónica Romero – Walking On Sunshine (Las Mejores Covers de OT Operación Triunfo Volumen 2) · Watch on YouTube

youtube_video 87IVELGurTk · row 87IVELGurTk

LAION-DISCO-12M

Yo Quiero Bailar

Listed as Natalia – Yo Quiero Bailar (Vale Music 10 Años / A Nuestra Manera) · Watch on YouTube

youtube_video 8cOiBoSfxgU · row 8cOiBoSfxgU

LAION-DISCO-12M

Eternal Flame (Déjame Soñar)

Listed as Geno, Natalia, Thalía Garrido, Marina – Eternal Flame (Déjame Soñar) (Operación Triunfo 2017 (Duetos)) · Watch on YouTube

youtube_video AQzY-Xznufc · row AQzY-Xznufc

LAION-DISCO-12M

De Repente (Unexpected)

Listed as Natalia – De Repente (Unexpected) (Nada Es Lo Que Crees) · Watch on YouTube

youtube_video BzDKD9G9HFM · row BzDKD9G9HFM

LAION-DISCO-12M

Mirate

Listed as Natalia – Mirate (Radikal) · Watch on YouTube

youtube_video CPs4KchcXJo · row CPs4KchcXJo

LAION-DISCO-12M

Escuchame (Gotta Listen To Me)

Listed as Natalia – Escuchame (Gotta Listen To Me) (No Soy Un Angel) · Watch on YouTube

youtube_video Dc2-xQrk9LI · row Dc2-xQrk9LI

LAION-DISCO-12M

Algun Dia (Someday)

Listed as Natalia – Algun Dia (Someday) (Besa Mi Piel) · Watch on YouTube

youtube_video HuV6ecEvAeQ · row HuV6ecEvAeQ

LAION-DISCO-12M

You Got Me Going Crazy (Vas A Volverme Loca)

Listed as Natalia – You Got Me Going Crazy (Vas A Volverme Loca) (No Soy Un Angel) · Watch on YouTube

youtube_video Ix8vFLMKXnE · row Ix8vFLMKXnE

LAION-DISCO-12M

Crazy Tonight (La Noche Llego)

Listed as Natalia – Crazy Tonight (La Noche Llego) (No Soy Un Angel) · Watch on YouTube

youtube_video OeEIKOlzfN8 · row OeEIKOlzfN8

LAION-DISCO-12M

Se Muy Bien Quien Soy (This Is Who I Am)

Listed as Natalia – Se Muy Bien Quien Soy (This Is Who I Am) (Besa Mi Piel) · Watch on YouTube

youtube_video QDKSWXA_scI · row QDKSWXA_scI

LAION-DISCO-12M

Fuerte O Fragil (Commitent Phobic)

Listed as Natalia – Fuerte O Fragil (Commitent Phobic) (Besa Mi Piel) · Watch on YouTube

youtube_video R68TQZ61Tsg · row R68TQZ61Tsg

LAION-DISCO-12M

Baila En Mi Fuego (Dance In My Fire)

Listed as Natalia – Baila En Mi Fuego (Dance In My Fire) (Nada Es Lo Que Crees) · Watch on YouTube

youtube_video Tx2e3_HU7wQ · row Tx2e3_HU7wQ

LAION-DISCO-12M

Tu Puedes

Listed as Natalia – Tu Puedes (Radikal) · Watch on YouTube

youtube_video YgUm79bIozk · row YgUm79bIozk

LAION-DISCO-12M

No Se Como Vivire (I Don't Know How I Got By)

Listed as Natalia – No Se Como Vivire (I Don't Know How I Got By) (Besa Mi Piel) · Watch on YouTube

youtube_video aA_cPGSi6II · row aA_cPGSi6II

LAION-DISCO-12M

Highway To Hell

Listed as Natalia – Highway To Hell (Natalia) · Watch on YouTube

youtube_video bnOJPjf7Tik · row bnOJPjf7Tik

LAION-DISCO-12M

Vete "Envy"

Listed as Natalia – Vete "Envy" (Natalia) · Watch on YouTube

youtube_video gJ71jUGmxx8 · row gJ71jUGmxx8

LAION-DISCO-12M

No Digas Nada

Listed as Natalia – No Digas Nada (Radikal) · Watch on YouTube

youtube_video gl2OM3C_TVI · row gl2OM3C_TVI

LAION-DISCO-12M

Yo Y Luego Tu

Listed as Natalia – Yo Y Luego Tu (Nada Es Lo Que Crees) · Watch on YouTube

youtube_video hLacgeuXVaQ · row hLacgeuXVaQ

LAION-DISCO-12M

Mala Cara Para Tí

Listed as Natalia – Mala Cara Para Tí (Radikal) · Watch on YouTube

youtube_video iKeNSiO4Lac · row iKeNSiO4Lac

LAION-DISCO-12M

Intro Loco

Listed as Natalia – Intro Loco (Nada Es Lo Que Crees) · Watch on YouTube

youtube_video jiI5edWYHw8 · row jiI5edWYHw8

LAION-DISCO-12M

Ya No Te Tengo

Listed as Natalia – Ya No Te Tengo (Un Poco De Mi) · Watch on YouTube

youtube_video k6Y3jMw5sMo · row k6Y3jMw5sMo

LAION-DISCO-12M

Hotline

Listed as Natalia – Hotline (Radikal) · Watch on YouTube

youtube_video kiGifN0Z58I · row kiGifN0Z58I

LAION-DISCO-12M

No Fui Yo (Let´s Get Wild)

Listed as Natalia – No Fui Yo (Let´s Get Wild) (Nada Es Lo Que Crees) · Watch on YouTube

youtube_video mSlMtpvAJBw · row mSlMtpvAJBw

LAION-DISCO-12M

Para que

Listed as Natalia – Para que (Rincón Santafesino (Volumen 1)) · Watch on YouTube

youtube_video nTDhSx7F_gM · row nTDhSx7F_gM

LAION-DISCO-12M

El Cielo Estara (Heaven Begins)

Listed as Natalia – El Cielo Estara (Heaven Begins) (No Soy Un Angel) · Watch on YouTube

youtube_video nmvf3JrSEao · row nmvf3JrSEao

LAION-DISCO-12M

Estrella De Una Noche (Showgirl)

Listed as Natalia – Estrella De Una Noche (Showgirl) (Nada Es Lo Que Crees) · Watch on YouTube

youtube_video qQAdOaRZ58I · row qQAdOaRZ58I

LAION-DISCO-12M

Soledad

Listed as Natalia – Soledad (Nada Es Lo Que Crees) · Watch on YouTube

youtube_video r35TCUceq0g · row r35TCUceq0g

LAION-DISCO-12M

Que hablen de mi

Listed as Natalia – Que hablen de mi (Rincón Santafesino (Volumen 1)) · Watch on YouTube

youtube_video uXkVZbDA7Ac · row uXkVZbDA7Ac

LAION-DISCO-12M

Tu Me Hiciste Ver (If You'd Asked Me Then)

Listed as Natalia – Tu Me Hiciste Ver (If You'd Asked Me Then) (Besa Mi Piel) · Watch on YouTube

youtube_video unHJQGCEfWA · row unHJQGCEfWA

LAION-DISCO-12M

Creo En Ti

Listed as Natalia – Creo En Ti (Natalia) · Watch on YouTube

youtube_video x7SGdl62ssE · row x7SGdl62ssE

LAION-DISCO-12M

Yo Volare "Bigger Than That" (Better Than That)

Listed as Natalia – Yo Volare "Bigger Than That" (Better Than That) (Natalia) · Watch on YouTube

youtube_video yo_ypBAx1kw · row yo_ypBAx1kw

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.