Yes. Astrophysics has 136 songs listed in a dataset used to train AI music models.

Used for training 136

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 a last look behind before the door closes forever, Magia, Hatsune Miku's Dead

Listed under the artist name 136 songs in LAION-DISCO-12M

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

a last look behind before the door closes forever

Listed as Astrophysics – a last look behind before the door closes forever (The Unending Need For Perpetual Motion) · Watch on YouTube

youtube_video -mfkx6kmQlo · row -mfkx6kmQlo

LAION-DISCO-12M

Magia

Listed as Astrophysics – Magia (Synthetic Magic) · Watch on YouTube

youtube_video 0jTOAM8L4q4 · row 0jTOAM8L4q4

LAION-DISCO-12M

Hatsune Miku's Dead

Listed as Astrophysics – Hatsune Miku's Dead (The Second Summoning) · Watch on YouTube

youtube_video 4d3dmsTRlXk · row 4d3dmsTRlXk

LAION-DISCO-12M

Pain

Listed as Astrophysics – Pain (The Second Summoning) · Watch on YouTube

youtube_video 5w6iB03DPpY · row 5w6iB03DPpY

LAION-DISCO-12M

you're killing me

Listed as Astrophysics – you're killing me (HOPE LEFT ME) · Watch on YouTube

youtube_video 80iiCD8_qMs · row 80iiCD8_qMs

LAION-DISCO-12M

Komm, süsser Tod (feat. Marina Rios)

Listed as Astrophysics – Komm, süsser Tod (feat. Marina Rios) (Komm, süsser Tod) · Watch on YouTube

youtube_video 87ofklYDTNQ · row 87ofklYDTNQ

LAION-DISCO-12M

Credens Justitiam

Listed as Astrophysics – Credens Justitiam (Synthetic Magic) · Watch on YouTube

youtube_video 8p_kqqkTgIU · row 8p_kqqkTgIU

LAION-DISCO-12M

derelict hearts (feat. Murrumur)

Listed as Astrophysics – derelict hearts (feat. Murrumur) (HOPE LEFT ME) · Watch on YouTube

youtube_video 9hHsV8GyC3Y · row 9hHsV8GyC3Y

LAION-DISCO-12M

After Dark

Listed as Astrophysics – After Dark (The Second Summoning) · Watch on YouTube

youtube_video AW_HNyB5bCc · row AW_HNyB5bCc

LAION-DISCO-12M

Fishnets (feat. MINTTT)

Listed as Astrophysics – Fishnets (feat. MINTTT) (Apathy) · Watch on YouTube

youtube_video AdHOjDn5c0s · row AdHOjDn5c0s

LAION-DISCO-12M

Inevitabilis

Listed as Astrophysics – Inevitabilis (Synthetic Magic) · Watch on YouTube

youtube_video EQM-9k2TMQk · row EQM-9k2TMQk

LAION-DISCO-12M

Traumacore (feat. MINTTT)

Listed as Astrophysics – Traumacore (feat. MINTTT) (Apathy) · Watch on YouTube

youtube_video F_zxtP2jB6A · row F_zxtP2jB6A

LAION-DISCO-12M

Little Demises

Listed as Astrophysics, MINTTT – Little Demises (Little Demises) · Watch on YouTube

youtube_video GNBHF2qUZso · row GNBHF2qUZso

LAION-DISCO-12M

Enjoy The Silence

Listed as Astrophysics – Enjoy The Silence (The First Sound of The Future Past) · Watch on YouTube

youtube_video GoiMcka1uec · row GoiMcka1uec

LAION-DISCO-12M

embracer

Listed as Astrophysics – embracer (HOPE LEFT ME) · Watch on YouTube

youtube_video GqdAZtVOwnc · row GqdAZtVOwnc

LAION-DISCO-12M

Oneironaut

Listed as Astrophysics – Oneironaut (Apathy) · Watch on YouTube

youtube_video HRurleqa7b4 · row HRurleqa7b4

LAION-DISCO-12M

A Real Hero

Listed as Astrophysics – A Real Hero (The First Sound of The Future Past) · Watch on YouTube

youtube_video JQaj0F2DAJA · row JQaj0F2DAJA

LAION-DISCO-12M

How To Dance Your Pain Away

Listed as Astrophysics – How To Dance Your Pain Away (Apathy) · Watch on YouTube

youtube_video K8N9RBbmx9I · row K8N9RBbmx9I

LAION-DISCO-12M

The Killing Moon

Listed as Astrophysics – The Killing Moon (The Second Summoning) · Watch on YouTube

youtube_video KF_eVQJVB98 · row KF_eVQJVB98

LAION-DISCO-12M

Malfunction

Listed as Astrophysics – Malfunction (Selected & Tragic) · Watch on YouTube

youtube_video LCRGG4n6gAo · row LCRGG4n6gAo

LAION-DISCO-12M

a cold room

Listed as Astrophysics – a cold room (HOPE LEFT ME) · Watch on YouTube

youtube_video MFByAFdwJjE · row MFByAFdwJjE

LAION-DISCO-12M

mine (TURQUOISEDEATH Remix)

Listed as Astrophysics – mine (TURQUOISEDEATH Remix) (mine (TURQUOISEDEATH Remix)) · Watch on YouTube

youtube_video MMmxIDKia50 · row MMmxIDKia50

LAION-DISCO-12M

Soft Goth

Listed as Astrophysics – Soft Goth (Soft Goth) · Watch on YouTube

youtube_video MZFK-6iweVI · row MZFK-6iweVI

LAION-DISCO-12M

Bots Don't Cry

Listed as Astrophysics – Bots Don't Cry (The Second Summoning) · Watch on YouTube

youtube_video NdMko2rBUaA · row NdMko2rBUaA

LAION-DISCO-12M

Never Meant (80s Synthwave)

Listed as Astrophysics – Never Meant (80s Synthwave) (Never Meant (80s Synthwave)) · Watch on YouTube

youtube_video RerdXgUmEv0 · row RerdXgUmEv0

LAION-DISCO-12M

All We Ever Wanted Was Everything

Listed as Astrophysics – All We Ever Wanted Was Everything (The Second Summoning) · Watch on YouTube

youtube_video SBgeD94TR7s · row SBgeD94TR7s

LAION-DISCO-12M

Little Dark Age

Listed as Astrophysics – Little Dark Age (The Second Summoning) · Watch on YouTube

youtube_video SHeb_EEz6Hk · row SHeb_EEz6Hk

LAION-DISCO-12M

Fly Me to the Moon

Listed as Astrophysics – Fly Me to the Moon (Fly Me to the Moon) · Watch on YouTube

youtube_video SJI4JsPZCCY · row SJI4JsPZCCY

LAION-DISCO-12M

Dark Circles (feat. MINTTT)

Listed as Astrophysics – Dark Circles (feat. MINTTT) (Apathy) · Watch on YouTube

youtube_video VjfJTiwJ-fg · row VjfJTiwJ-fg

LAION-DISCO-12M

The Model

Listed as Astrophysics – The Model (The First Sound of The Future Past) · Watch on YouTube

youtube_video WLu4FngbzWY · row WLu4FngbzWY

LAION-DISCO-12M

shadow being

Listed as Astrophysics – shadow being (shadow being) · Watch on YouTube

youtube_video WyORzGx0tJc · row WyORzGx0tJc

LAION-DISCO-12M

everytime I pick up the phone

Listed as Astrophysics – everytime I pick up the phone (Selected & Tragic) · Watch on YouTube

youtube_video ZwhsLaeTMjM · row ZwhsLaeTMjM

LAION-DISCO-12M

The Perfect Girl

Listed as Astrophysics – The Perfect Girl (The Second Summoning) · Watch on YouTube

youtube_video _3HS0nNCOsI · row _3HS0nNCOsI

LAION-DISCO-12M

BAILE DA MIKU

Listed as KEST, Astrophysics, DJ DENGUE DE MARICÁ – BAILE DA MIKU (BAILE DA MIKU) · Watch on YouTube

youtube_video _CKt950poiI · row _CKt950poiI

LAION-DISCO-12M

Bloodhail

Listed as Astrophysics – Bloodhail (The Second Summoning) · Watch on YouTube

youtube_video a3_ITj3a1qM · row a3_ITj3a1qM

LAION-DISCO-12M

Instant Crush

Listed as Astrophysics – Instant Crush (The First Sound of The Future Past) · Watch on YouTube

youtube_video aCTten3PBjc · row aCTten3PBjc

LAION-DISCO-12M

Save Your Tears

Listed as Astrophysics – Save Your Tears (The First Sound of The Future Past) · Watch on YouTube

youtube_video aNcckZo51pY · row aNcckZo51pY

LAION-DISCO-12M

Nightcall

Listed as Astrophysics – Nightcall (The First Sound of The Future Past) · Watch on YouTube

youtube_video aSBYCdAFWI4 · row aSBYCdAFWI4

LAION-DISCO-12M

Head Over Heels

Listed as Astrophysics – Head Over Heels (The First Sound of The Future Past) · Watch on YouTube

youtube_video cYJECKkaUQ8 · row cYJECKkaUQ8

LAION-DISCO-12M

Bizarre Love Triangle

Listed as Astrophysics – Bizarre Love Triangle (The First Sound of The Future Past) · Watch on YouTube

youtube_video gl7SoRj5U7E · row gl7SoRj5U7E

LAION-DISCO-12M

lobotomy

Listed as Astrophysics – lobotomy (lobotomy) · Watch on YouTube

youtube_video gqqAg-ZJ-pQ · row gqqAg-ZJ-pQ

LAION-DISCO-12M

sweet, soft and lonely!

Listed as Astrophysics – sweet, soft and lonely! (sweet, soft and lonely!) · Watch on YouTube

youtube_video gzy04I3GSlA · row gzy04I3GSlA

LAION-DISCO-12M

Cute and Sad (feat. MINTTT)

Listed as Astrophysics – Cute and Sad (feat. MINTTT) (Cute Tragedies) · Watch on YouTube

youtube_video iXSUnrCoPLw · row iXSUnrCoPLw

LAION-DISCO-12M

shivers (feat. Harmful Logic)

Listed as Astrophysics – shivers (feat. Harmful Logic) (HOPE LEFT ME) · Watch on YouTube

youtube_video jAxEET6d8HQ · row jAxEET6d8HQ

LAION-DISCO-12M

dead ends (feat. Machine+)

Listed as Astrophysics – dead ends (feat. Machine+) (HOPE LEFT ME) · Watch on YouTube

youtube_video kWOn5ATgeug · row kWOn5ATgeug

LAION-DISCO-12M

nothing but evil

Listed as Astrophysics – nothing but evil (nothing but evil) · Watch on YouTube

youtube_video lmTpcXI1iVA · row lmTpcXI1iVA

LAION-DISCO-12M

ghost

Listed as Astrophysics, Murrumur – ghost (ghost) · Watch on YouTube

youtube_video nvpaxt4ePVA · row nvpaxt4ePVA

LAION-DISCO-12M

BAILE DA MIKU II - CADEIA PARALELA

Listed as KEST, Astrophysics, DJ DENGUE – BAILE DA MIKU II - CADEIA PARALELA (BAILE DA MIKU II - CADEIA PARALELA) · Watch on YouTube

youtube_video rVCH39r_UH4 · row rVCH39r_UH4

LAION-DISCO-12M

Take On Me

Listed as Astrophysics – Take On Me (The First Sound of The Future Past) · Watch on YouTube

youtube_video tWdNlse08B0 · row tWdNlse08B0

LAION-DISCO-12M

Sis Puella Magi

Listed as Astrophysics – Sis Puella Magi (Synthetic Magic) · Watch on YouTube

youtube_video xx1Af23HkRk · row xx1Af23HkRk

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.