YouTrained

Artist Lionel Ferro on YouTube Music

Yes. Lionel Ferro has 35 songs listed in a dataset used to train AI music models.

Used for training 35

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 Sirena Unplugged, Confieso, No se porqué Remix 

Listed under the artist name 35 songs in LAION-DISCO-12M

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

Sirena Unplugged

Listed as Lionel Ferro, Valentina Olguin – Sirena Unplugged (Sirena Unplugged) · Watch on YouTube

youtube_video -FSx8tmb7i4 · row -FSx8tmb7i4

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Confieso

Listed as Lionel Ferro – Confieso (No se porqué) · Watch on YouTube

youtube_video 2oM0uy68cyg · row 2oM0uy68cyg

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No se porqué Remix 

Listed as Lionel Ferro, Cele Arrabal – No se porqué Remix  (No se porqué - Remix ) · Watch on YouTube

youtube_video 3VPmIgMeRas · row 3VPmIgMeRas

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Si Te Llamo

Listed as Lionel Ferro – Si Te Llamo (Si Te Llamo) · Watch on YouTube

youtube_video 5SgGgbq7uNA · row 5SgGgbq7uNA

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Me Niego (feat. Amira Chediak)

Listed as Lionel Ferro – Me Niego (feat. Amira Chediak) (Me Niego) · Watch on YouTube

youtube_video 5op05Y7suOs · row 5op05Y7suOs

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Besame

Listed as Lionel Ferro – Besame (No se porqué) · Watch on YouTube

youtube_video 9Dno0hkWMZI · row 9Dno0hkWMZI

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Pegadito

Listed as Lionel Ferro – Pegadito (Pegadito) · Watch on YouTube

youtube_video 9swLAzJqTaI · row 9swLAzJqTaI

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Sorry (Spanish Version)

Listed as Lionel Ferro – Sorry (Spanish Version) (Sorry (Spanish Version)) · Watch on YouTube

youtube_video AAG8K1ilxFU · row AAG8K1ilxFU

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Drag Me Down (feat. Sebastian Villalobos & Michael Ronda)

Listed as Lionel Ferro – Drag Me Down (feat. Sebastian Villalobos & Michael Ronda) (Drag Me Down (feat. Michael Ronda & Sebastian Villalobos)) · Watch on YouTube

youtube_video BJgCdPyCQqU · row BJgCdPyCQqU

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Dame una Oportunidad (feat. Sandro Puentes)

Listed as Lionel Ferro – Dame una Oportunidad (feat. Sandro Puentes) (Dame una Oportunidad) · Watch on YouTube

youtube_video CZWsKjqQ4WQ · row CZWsKjqQ4WQ

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Bailalo (feat. El Villano)

Listed as Lionel Ferro – Bailalo (feat. El Villano) (Bailalo) · Watch on YouTube

youtube_video EnB-jRda6F0 · row EnB-jRda6F0

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Dejate Llevar (feat. Numa)

Listed as Lionel Ferro – Dejate Llevar (feat. Numa) (Dejate Llevar) · Watch on YouTube

youtube_video L1y2mnMiMiM · row L1y2mnMiMiM

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La Difícil

Listed as Lionel Ferro – La Difícil (Si Te Llamo) · Watch on YouTube

youtube_video NtsO2PDZWRM · row NtsO2PDZWRM

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Calma (Remix) (feat. Chule Von Wernich)

Listed as Lionel Ferro – Calma (Remix) (feat. Chule Von Wernich) (Calma (Remix)) · Watch on YouTube

youtube_video OySIgncSwiM · row OySIgncSwiM

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Sirena (Remix)

Listed as Fer Palacio, Lionel Ferro, Valentina Olguin – Sirena (Remix) (Sirena (Remix)) · Watch on YouTube

youtube_video PpqWfkB-DYs · row PpqWfkB-DYs

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Ojala (feat. Ancizar)

Listed as Lionel Ferro, Gustavo Elis, EMIL – Ojala (feat. Ancizar) (Ojala) · Watch on YouTube

youtube_video Q1d0qy9zCP0 · row Q1d0qy9zCP0

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No se porqué

Listed as Lionel Ferro – No se porqué (No se porqué) · Watch on YouTube

youtube_video S_ujSJ_Baq8 · row S_ujSJ_Baq8

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Desde esa Noche (feat. Cande Molfese)

Listed as Lionel Ferro – Desde esa Noche (feat. Cande Molfese) (Desde esa Noche (feat. Cande Molfese)) · Watch on YouTube

youtube_video TeVnDnP1qlI · row TeVnDnP1qlI

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Si Las Cosas Se Dan

Listed as Lionel Ferro – Si Las Cosas Se Dan (Si Las Cosas Se Dan) · Watch on YouTube

youtube_video UI164EwZjeQ · row UI164EwZjeQ

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Ya Viene El Sol (feat. Naiz, Altafulla, Rubén Morales & David Castro)

Listed as Lionel Ferro, Eddy Herrera, Los Inquietos Del Vallenato – Ya Viene El Sol (feat. Naiz, Altafulla, Rubén Morales & David Castro) (Ya Viene El Sol) · Watch on YouTube

youtube_video VuJwhAg3Uw4 · row VuJwhAg3Uw4

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Muñequita

Listed as Lionel Ferro, Niko Falero – Muñequita (Muñequita) · Watch on YouTube

youtube_video XonjAjAfMyc · row XonjAjAfMyc

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Otro Trago

Listed as Lionel Ferro – Otro Trago (Otro Trago) · Watch on YouTube

youtube_video Y5-0rLYvuUo · row Y5-0rLYvuUo

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Sirena

Listed as Lionel Ferro, Valentina Olguín – Sirena (Sirena) · Watch on YouTube

youtube_video dfQQwlUWzW4 · row dfQQwlUWzW4

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Sigo Extrañandote / Alas

Listed as Lionel Ferro, Jandino – Sigo Extrañandote / Alas (Sigo Extrañandote / Alas) · Watch on YouTube

youtube_video f6O9cJjVx4k · row f6O9cJjVx4k

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Mi Chica Ideal

Listed as Lionel Ferro – Mi Chica Ideal (Mi Chica Ideal) · Watch on YouTube

youtube_video fIVzR3Ymsdw · row fIVzR3Ymsdw

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Una Mirada (Remix) (feat. Amira Chediak)

Listed as Lionel Ferro, Juanfran, Lira – Una Mirada (Remix) (feat. Amira Chediak) (Una Mirada (Remix)) · Watch on YouTube

youtube_video jDM-kJUO2Jc · row jDM-kJUO2Jc

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Que te Enamore (feat. Karen Méndez)

Listed as Lionel Ferro, Marko Silva, Snova – Que te Enamore (feat. Karen Méndez) (Que te Enamore) · Watch on YouTube

youtube_video m2wKTYgnmVY · row m2wKTYgnmVY

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Bailalo

Listed as Lionel Ferro – Bailalo (Bailalo) · Watch on YouTube

youtube_video mKN9AtTWF6A · row mKN9AtTWF6A

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Desinteresado

Listed as Lionel Ferro – Desinteresado (Si Te Llamo) · Watch on YouTube

youtube_video q0sBEHYXrFM · row q0sBEHYXrFM

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Roma

Listed as Lionel Ferro – Roma (Roma) · Watch on YouTube

youtube_video qwWGMxyQh6o · row qwWGMxyQh6o

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Despacito (feat. Johann Vera)

Listed as Lionel Ferro – Despacito (feat. Johann Vera) (Despacito) · Watch on YouTube

youtube_video rFaPETKYJdw · row rFaPETKYJdw

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Ahora Dice

Listed as Lionel Ferro – Ahora Dice (Ahora Dice) · Watch on YouTube

youtube_video sSDDZejqHeo · row sSDDZejqHeo

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Tu Carita

Listed as Lionel Ferro – Tu Carita (Tu Carita) · Watch on YouTube

youtube_video tF_HNCwreoE · row tF_HNCwreoE

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Pegadito - Lionel Ferro (Remix DJ Alex)

Listed as Lionel Ferro – Pegadito - Lionel Ferro (Remix DJ Alex) (Pegadito - Lionel Ferro (Remix DJ Alex)) · Watch on YouTube

youtube_video wGjE6-6HlR0 · row wGjE6-6HlR0

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Reggaetón Lento (Bailemos) (feat. Looking Up)

Listed as Lionel Ferro – Reggaetón Lento (Bailemos) (feat. Looking Up) (Reggaetón Lento (Bailemos)) · Watch on YouTube

youtube_video wp4AMjKlAF4 · row wp4AMjKlAF4

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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.

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