Yes. e Sam has 119 songs listed in a dataset used to train AI music models.

Used for training 119

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 Esperando Tu Regreso (Bachata), Electric Dreams, Don't Give Me Feedback

Listed under the artist name 119 songs in LAION-DISCO-12M

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

Esperando Tu Regreso (Bachata)

Listed as e Sam – Esperando Tu Regreso (Bachata) (Esperando Tu Regreso (Bachata)) · Watch on YouTube

youtube_video -2DoODBzsuw · row -2DoODBzsuw

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Electric Dreams

Listed as e Sam – Electric Dreams (Electric Dreams) · Watch on YouTube

youtube_video -Sc9COOAiXM · row -Sc9COOAiXM

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Don't Give Me Feedback

Listed as e Sam – Don't Give Me Feedback (Don't Give Me Feedback) · Watch on YouTube

youtube_video 0upbZpglUXM · row 0upbZpglUXM

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Charged Fantasy

Listed as e Sam – Charged Fantasy (Charged Fantasy) · Watch on YouTube

youtube_video 18nanBXw9Ng · row 18nanBXw9Ng

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Boom box

Listed as e Sam – Boom box (Boom box) · Watch on YouTube

youtube_video 1YmVi_5Cu-Y · row 1YmVi_5Cu-Y

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Who Draws These Lines

Listed as e Sam – Who Draws These Lines (Who Draws These Lines) · Watch on YouTube

youtube_video 2EhvRbJNDsU · row 2EhvRbJNDsU

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Tu Sonrisa Es Mi Motor

Listed as e Sam – Tu Sonrisa Es Mi Motor (Tu Sonrisa Es Mi Motor) · Watch on YouTube

youtube_video 8FQ2MeEZp_I · row 8FQ2MeEZp_I

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Vibrate My Soul

Listed as e Sam – Vibrate My Soul (Vibrate My Soul) · Watch on YouTube

youtube_video BCaCCllhdms · row BCaCCllhdms

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Amanecer de Alegría (Batchata)

Listed as e Sam – Amanecer de Alegría (Batchata) (Amanecer de Alegría (Batchata)) · Watch on YouTube

youtube_video COLi9wzI4HE · row COLi9wzI4HE

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Enamorada de Ti (Bachata)

Listed as e Sam – Enamorada de Ti (Bachata) (Enamorada de Ti (Bachata)) · Watch on YouTube

youtube_video CZEf8PdXH9g · row CZEf8PdXH9g

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La Brisa Tropical

Listed as e Sam – La Brisa Tropical (La Brisa Tropical) · Watch on YouTube

youtube_video ED2T_UfBXrQ · row ED2T_UfBXrQ

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Streets Of Concrete

Listed as e Sam – Streets Of Concrete (Streets Of Concrete) · Watch on YouTube

youtube_video EMyfZhBLh08 · row EMyfZhBLh08

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Bailando en tus brazos (Bachata)

Listed as e Sam – Bailando en tus brazos (Bachata) (Bailando en tus brazos (Bachata)) · Watch on YouTube

youtube_video ETFwmQI5tFg · row ETFwmQI5tFg

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Holi Holi Holiday

Listed as e Sam – Holi Holi Holiday (Holi Holi Holiday) · Watch on YouTube

youtube_video Ffys95VdGj8 · row Ffys95VdGj8

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just lost

Listed as e Sam – just lost (just lost) · Watch on YouTube

youtube_video FiUCi4oviCw · row FiUCi4oviCw

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Bailando Después del Trabajo

Listed as e Sam – Bailando Después del Trabajo (Bailando Después del Trabajo) · Watch on YouTube

youtube_video HxZfelJtw5k · row HxZfelJtw5k

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E7sas Elhob

Listed as e Sam – E7sas Elhob (E7sas Elhob) · Watch on YouTube

youtube_video K2Cis8fiiuA · row K2Cis8fiiuA

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Sleeping On The Beach

Listed as e Sam – Sleeping On The Beach (Sleeping On The Beach) · Watch on YouTube

youtube_video KBpuiA128rQ · row KBpuiA128rQ

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Amanecer en Tus Brazos (Batchata)

Listed as e Sam – Amanecer en Tus Brazos (Batchata) (Amanecer en Tus Brazos (Batchata)) · Watch on YouTube

youtube_video KRVjBggsRK4 · row KRVjBggsRK4

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Dancing Through The Shadows

Listed as e Sam – Dancing Through The Shadows (Dancing Through The Shadows) · Watch on YouTube

youtube_video Kbh_jvoBesU · row Kbh_jvoBesU

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Export Soul

Listed as e Sam – Export Soul (Export Soul) · Watch on YouTube

youtube_video LIdObbsjwws · row LIdObbsjwws

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Quick Fade

Listed as e Sam – Quick Fade (Quick Fade) · Watch on YouTube

youtube_video MS3gP8V9tes · row MS3gP8V9tes

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Unshakeable

Listed as e Sam – Unshakeable (Unshakeable) · Watch on YouTube

youtube_video Mv3yfQ2hp9A · row Mv3yfQ2hp9A

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The Masterpiece

Listed as e Sam – The Masterpiece (The Masterpiece) · Watch on YouTube

youtube_video OMACgR-R1vY · row OMACgR-R1vY

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يا أمي يا حبيبتي

Listed as e Sam – يا أمي يا حبيبتي (يا أمي يا حبيبتي) · Watch on YouTube

youtube_video QxzA3Hacz0s · row QxzA3Hacz0s

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THE Live BASS (Live)

Listed as e Sam – THE Live BASS (Live) (THE Live BASS (Live)) · Watch on YouTube

youtube_video SB9Q8Qpxh5Y · row SB9Q8Qpxh5Y

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Mejor Baile

Listed as e Sam – Mejor Baile (Mejor Baile) · Watch on YouTube

youtube_video T5BLl1-XTbg · row T5BLl1-XTbg

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He Went Away

Listed as e Sam – He Went Away (He Went Away) · Watch on YouTube

youtube_video UroY0jjK_nU · row UroY0jjK_nU

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She's the Optimist

Listed as e Sam – She's the Optimist (She's the Optimist) · Watch on YouTube

youtube_video UxKVpyxxWvA · row UxKVpyxxWvA

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High Mood

Listed as e Sam – High Mood (High Mood) · Watch on YouTube

youtube_video XNR_guayEAg · row XNR_guayEAg

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Suspiros bajo la lluvia (Batchata)

Listed as e Sam – Suspiros bajo la lluvia (Batchata) (Suspiros bajo la lluvia (Batchata)) · Watch on YouTube

youtube_video ZT5LyfQUNz8 · row ZT5LyfQUNz8

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No Me Olvides (Bachata)

Listed as e Sam – No Me Olvides (Bachata) (No Me Olvides (Bachata)) · Watch on YouTube

youtube_video Zy23rzzRxdQ · row Zy23rzzRxdQ

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Sigue el ritmo

Listed as e Sam – Sigue el ritmo (Sigue el ritmo) · Watch on YouTube

youtube_video bjTr78oSFeM · row bjTr78oSFeM

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Happiness Exit

Listed as e Sam – Happiness Exit (Happiness Exit) · Watch on YouTube

youtube_video cbTeuXhodfk · row cbTeuXhodfk

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Aquí está el anillo

Listed as e Sam – Aquí está el anillo (Aquí está el anillo) · Watch on YouTube

youtube_video eNTqGGxXIwE · row eNTqGGxXIwE

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Siento Tus Pasos (Bachata)

Listed as e Sam – Siento Tus Pasos (Bachata) (Siento Tus Pasos (Bachata)) · Watch on YouTube

youtube_video eqK3c1YKQsI · row eqK3c1YKQsI

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Desde el primer momento

Listed as e Sam – Desde el primer momento (Desde el primer momento) · Watch on YouTube

youtube_video fHOQhxeqbSc · row fHOQhxeqbSc

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Stepped Off The Train

Listed as e Sam – Stepped Off The Train (Stepped Off The Train) · Watch on YouTube

youtube_video iIYya0FgXEE · row iIYya0FgXEE

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In High End Back

Listed as e Sam – In High End Back (In High End Back) · Watch on YouTube

youtube_video j8LI93_FnMQ · row j8LI93_FnMQ

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Virtual Exit (Dubstep)

Listed as e Sam – Virtual Exit (Dubstep) (Virtual Exit (Dubstep)) · Watch on YouTube

youtube_video nAWiHzSH4Zg · row nAWiHzSH4Zg

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I'm breaking free

Listed as e Sam – I'm breaking free (I'm breaking free) · Watch on YouTube

youtube_video nhk98eTiSlM · row nhk98eTiSlM

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¿Y Si Fuera Un Reinicio

Listed as e Sam – ¿Y Si Fuera Un Reinicio (¿Y Si Fuera Un Reinicio) · Watch on YouTube

youtube_video o-TVfixZpYI · row o-TVfixZpYI

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Nafs El Soqal

Listed as e Sam – Nafs El Soqal (Nafs El Soqal) · Watch on YouTube

youtube_video t4Y3zk3WHpM · row t4Y3zk3WHpM

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Feel The Beat

Listed as e Sam – Feel The Beat (Feel The Beat) · Watch on YouTube

youtube_video tp-sEjwF5NY · row tp-sEjwF5NY

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Aventuras en el Cine (Bachata)

Listed as e Sam – Aventuras en el Cine (Bachata) (Aventuras en el Cine (Bachata)) · Watch on YouTube

youtube_video vK9Vdhw2jMc · row vK9Vdhw2jMc

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Nada me detiene

Listed as e Sam – Nada me detiene (Nada me detiene) · Watch on YouTube

youtube_video vqPsWV1-BEs · row vqPsWV1-BEs

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Energy Of Triumph

Listed as e Sam – Energy Of Triumph (Energy Of Triumph) · Watch on YouTube

youtube_video vsro05xsEgQ · row vsro05xsEgQ

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Llena De Pasión

Listed as e Sam – Llena De Pasión (Llena De Pasión) · Watch on YouTube

youtube_video w8MDn8wfO6g · row w8MDn8wfO6g

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Digital Dawn (Synthwave)

Listed as e Sam – Digital Dawn (Synthwave) (Digital Dawn (Synthwave)) · Watch on YouTube

youtube_video yXlQLNEdXt0 · row yXlQLNEdXt0

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Afrofusion Waves (Afro-Pop)

Listed as e Sam – Afrofusion Waves (Afro-Pop) (Afrofusion Waves (Afro-Pop)) · Watch on YouTube

youtube_video yoy3TmhZHZk · row yoy3TmhZHZk

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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.

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.