Yes. ASTRO BOY has 65 songs listed in a dataset used to train AI music models.

Used for training 65

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 Popurri Karmito, The Boy From Outer Space, Titan Fall

Listed under the artist name 65 songs in LAION-DISCO-12M

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

Popurri Karmito

Listed as Astro Boy – Popurri Karmito (26 Exitos) · Watch on YouTube

youtube_video 1OaJj5u9K7k · row 1OaJj5u9K7k

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The Boy From Outer Space

Listed as Astro Boy – The Boy From Outer Space (The Boy From Outer Space) · Watch on YouTube

youtube_video 2J4zviashAc · row 2J4zviashAc

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Titan Fall

Listed as Reserve Notes Music Group, Astro Boy – Titan Fall (The Vault 5) · Watch on YouTube

youtube_video 2OVYdXTYz-8 · row 2OVYdXTYz-8

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Moviendo El Bote

Listed as Astro Boy – Moviendo El Bote (26 Exitos) · Watch on YouTube

youtube_video 3u1952KMoGY · row 3u1952KMoGY

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NIKOTIN

Listed as ASTRO BOY – NIKOTIN (NIKOTIN) · Watch on YouTube

youtube_video 4Zhk4lRTTmQ · row 4Zhk4lRTTmQ

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Canoa Ranchea

Listed as Astro Boy – Canoa Ranchea (Mambo Ni Hablar) · Watch on YouTube

youtube_video 62QSvuvxnlE · row 62QSvuvxnlE

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Moon Rock

Listed as Astro Boy – Moon Rock (Moon Rock) · Watch on YouTube

youtube_video 6YISoBnywvs · row 6YISoBnywvs

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El Baile Del Papalote

Listed as Astro Boy – El Baile Del Papalote (Mambo Ni Hablar) · Watch on YouTube

youtube_video 7n8o-izKmww · row 7n8o-izKmww

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Popurri Calientito

Listed as Astro Boy – Popurri Calientito (26 Exitos) · Watch on YouTube

youtube_video 7zwqm11kYtA · row 7zwqm11kYtA

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Guest

Listed as ASTRO BOY – Guest (Guest) · Watch on YouTube

youtube_video 8A2HkF5pVaU · row 8A2HkF5pVaU

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Cross Island

Listed as Astro Boy – Cross Island (ASTRO) · Watch on YouTube

youtube_video 9pRP-4Pe0Wk · row 9pRP-4Pe0Wk

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Z jiný planety

Listed as ASTRO BOY – Z jiný planety (Z jiný planety) · Watch on YouTube

youtube_video EDeycgnfjtk · row EDeycgnfjtk

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Zakázaný ovoce

Listed as ASTRO BOY – Zakázaný ovoce (Zakázaný ovoce) · Watch on YouTube

youtube_video FGBedgJ7Dw4 · row FGBedgJ7Dw4

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40 Grados

Listed as Astro Boy – 40 Grados (Mambo Ni Hablar) · Watch on YouTube

youtube_video FJ8UI9vkCvU · row FJ8UI9vkCvU

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Mambo Borracho

Listed as Astro Boy – Mambo Borracho (26 Exitos) · Watch on YouTube

youtube_video FTvsvDP79-4 · row FTvsvDP79-4

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Astro Boots

Listed as Astro Boy – Astro Boots (ASTRO) · Watch on YouTube

youtube_video GtM9lQviwgM · row GtM9lQviwgM

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Spaceman

Listed as Astro Boy – Spaceman (Spaceman) · Watch on YouTube

youtube_video H7bAuqnuM7o · row H7bAuqnuM7o

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Con Timbal

Listed as Astro Boy – Con Timbal (Mambo Ni Hablar) · Watch on YouTube

youtube_video HuwctVMHZC0 · row HuwctVMHZC0

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Neptune Tune

Listed as Reserve Notes Music Group, Astro Boy – Neptune Tune (The Vault 3) · Watch on YouTube

youtube_video LXN8j9dUJBA · row LXN8j9dUJBA

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El Pachanguero

Listed as Astro Boy – El Pachanguero (26 Exitos) · Watch on YouTube

youtube_video RljC8fLhka8 · row RljC8fLhka8

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Space Travel

Listed as Astro Boy – Space Travel (Space Travel) · Watch on YouTube

youtube_video SNGOLEZf6vA · row SNGOLEZf6vA

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La Del Vestido Rojo

Listed as Astro Boy – La Del Vestido Rojo (26 Exitos) · Watch on YouTube

youtube_video TvfKfpyn0qk · row TvfKfpyn0qk

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EUPHORIA

Listed as ASTRO BOY – EUPHORIA (EUPHORIA) · Watch on YouTube

youtube_video V3Mh_xSNmAE · row V3Mh_xSNmAE

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Fast life

Listed as ASTRO BOY – Fast life (Fast life) · Watch on YouTube

youtube_video W_iBcYiIBgY · row W_iBcYiIBgY

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SUNSET

Listed as ASTRO BOY, AJ Brix – SUNSET (SUNSET) · Watch on YouTube

youtube_video X5KuiCLfrGw · row X5KuiCLfrGw

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Camaron Caramelo

Listed as Astro Boy – Camaron Caramelo (Mambo Ni Hablar) · Watch on YouTube

youtube_video XWi020aiQdo · row XWi020aiQdo

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Pa Tras

Listed as Astro Boy – Pa Tras (Mambo Ni Hablar) · Watch on YouTube

youtube_video XltjIuWrfE0 · row XltjIuWrfE0

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Popurri Astro Boy

Listed as Astro Boy – Popurri Astro Boy (Reventon Con Tecladistas) · Watch on YouTube

youtube_video YM3eaZj2ZYE · row YM3eaZj2ZYE

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Conga y Sabor

Listed as Astro Boy – Conga y Sabor (Fiesta En El Sureste Tecladista - 16 Exitos) · Watch on YouTube

youtube_video YQepiWs8TdY · row YQepiWs8TdY

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Sone Contigo

Listed as Astro Boy – Sone Contigo (Puras Charangas) · Watch on YouTube

youtube_video Z8fzbawj51Y · row Z8fzbawj51Y

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Cumbia Sexi

Listed as Astro Boy – Cumbia Sexi (Mambo Ni Hablar) · Watch on YouTube

youtube_video alK9fAE6ZYg · row alK9fAE6ZYg

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Černá vdova

Listed as ASTRO BOY – Černá vdova (Černá vdova) · Watch on YouTube

youtube_video bu-UaNi_Kes · row bu-UaNi_Kes

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Popurri Tropical

Listed as Astro Boy – Popurri Tropical (26 Exitos) · Watch on YouTube

youtube_video c-OfhhCbKyQ · row c-OfhhCbKyQ

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To the Moon

Listed as Reserve Notes Music Group, Astro Boy – To the Moon (The Vault) · Watch on YouTube

youtube_video dLEcPJA8FL8 · row dLEcPJA8FL8

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POHLEDY (feat. Marko Glows)

Listed as ASTRO BOY – POHLEDY (feat. Marko Glows) (POHLEDY) · Watch on YouTube

youtube_video dzvvo15pg6U · row dzvvo15pg6U

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One Life

Listed as AJ Brix, ASTRO BOY – One Life (One Life) · Watch on YouTube

youtube_video hZeKjBwzO24 · row hZeKjBwzO24

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Real Adán

Listed as Astro Boy – Real Adán (Real Adán) · Watch on YouTube

youtube_video hndynmd1Ywc · row hndynmd1Ywc

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METAFORA

Listed as ASTRO BOY – METAFORA (METAFORA) · Watch on YouTube

youtube_video hpKv-l5NQLU · row hpKv-l5NQLU

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Pop Margarita

Listed as Astro Boy – Pop Margarita (Mambo Ni Hablar) · Watch on YouTube

youtube_video i8yqA6QkEnU · row i8yqA6QkEnU

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El Chango De Chana

Listed as Astro Boy – El Chango De Chana (Mambo Ni Hablar) · Watch on YouTube

youtube_video ifBxwbeFrNA · row ifBxwbeFrNA

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Mambo Ni Hablar

Listed as Astro Boy – Mambo Ni Hablar (Mambo Ni Hablar) · Watch on YouTube

youtube_video ka7-xJ5mQNk · row ka7-xJ5mQNk

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Galaxy Gangsta

Listed as Astro Boy – Galaxy Gangsta (Galaxy Gangsta) · Watch on YouTube

youtube_video nLkNBl0mILk · row nLkNBl0mILk

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Compadre Jose

Listed as Astro Boy – Compadre Jose (Fiesta En El Sureste Tecladista - 16 Exitos) · Watch on YouTube

youtube_video oE3lCEQp9u4 · row oE3lCEQp9u4

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Back From Space

Listed as Astro Boy – Back From Space (Back From Space) · Watch on YouTube

youtube_video snD_T7Lf0iI · row snD_T7Lf0iI

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Pa' Tras

Listed as Astro Boy – Pa' Tras (26 Exitos) · Watch on YouTube

youtube_video ulooyp6oXvk · row ulooyp6oXvk

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Deep Space

Listed as Astro Boy – Deep Space (Deep Space) · Watch on YouTube

youtube_video vf9_tA7W5C0 · row vf9_tA7W5C0

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Solar Rock Symphony

Listed as Astro Boy – Solar Rock Symphony (Solar Rock Symphony) · Watch on YouTube

youtube_video w6A9YmB2zjI · row w6A9YmB2zjI

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Mueve La Cadera

Listed as Astro Boy – Mueve La Cadera (26 Exitos) · Watch on YouTube

youtube_video wYROor5QpPU · row wYROor5QpPU

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Iron Arm

Listed as Astro Boy – Iron Arm (ASTRO) · Watch on YouTube

youtube_video xUZujzUcCFo · row xUZujzUcCFo

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Super Powerz

Listed as Astro Boy – Super Powerz (Super Powerz) · Watch on YouTube

youtube_video xeEkCMt6dmM · row xeEkCMt6dmM

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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.