Yes. Ghosting has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Crystal Water (Mix 2004), Ad Infinitum (Original Demo), Be Someone Else (Single Version)

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Crystal Water (Mix 2004)

Listed as Ghosting – Crystal Water (Mix 2004) (Disguised in Black) · Watch on YouTube

youtube_video 0oyrUVig7kQ · row 0oyrUVig7kQ

LAION-DISCO-12M

Ad Infinitum (Original Demo)

Listed as Ghosting – Ad Infinitum (Original Demo) (The Second Wave) · Watch on YouTube

youtube_video 2Zc4pqOMNuI · row 2Zc4pqOMNuI

LAION-DISCO-12M

Be Someone Else (Single Version)

Listed as Ghosting – Be Someone Else (Single Version) (Geisterwelten) · Watch on YouTube

youtube_video 2z8ZS17sex4 · row 2z8ZS17sex4

LAION-DISCO-12M

Blood Ocean (Alternate Version)

Listed as Ghosting – Blood Ocean (Alternate Version) (Black Pearls) · Watch on YouTube

youtube_video 41dC4MjtL2k · row 41dC4MjtL2k

LAION-DISCO-12M

One Bullet

Listed as Ghosting – One Bullet (L´etat c´est moi) · Watch on YouTube

youtube_video 4WsRxYtnx-0 · row 4WsRxYtnx-0

LAION-DISCO-12M

Leiermann

Listed as Ghosting – Leiermann (Black Pearls) · Watch on YouTube

youtube_video 54XRNp871i0 · row 54XRNp871i0

LAION-DISCO-12M

Some More Lies

Listed as Ghosting – Some More Lies (Disguised in Black) · Watch on YouTube

youtube_video 73fkNJMk9E8 · row 73fkNJMk9E8

LAION-DISCO-12M

Ad Nauseum

Listed as Ghosting – Ad Nauseum (Lips Like Red) · Watch on YouTube

youtube_video 8ST4F6MWYdg · row 8ST4F6MWYdg

LAION-DISCO-12M

Kalle Theodor

Listed as Ghosting – Kalle Theodor (Kalle Theodor) · Watch on YouTube

youtube_video BeT9Nt_X5JI · row BeT9Nt_X5JI

LAION-DISCO-12M

Nothing Left

Listed as Ghosting – Nothing Left (Disguised in Black) · Watch on YouTube

youtube_video CZcrXijUM_w · row CZcrXijUM_w

LAION-DISCO-12M

Blood Ocean

Listed as Ghosting – Blood Ocean (Romantic Death (Extended)) · Watch on YouTube

youtube_video D8kwASlhM-8 · row D8kwASlhM-8

LAION-DISCO-12M

Schlange

Listed as Ghosting – Schlange (Disguised in Black) · Watch on YouTube

youtube_video DuoKXwCg0RI · row DuoKXwCg0RI

LAION-DISCO-12M

Schattenreich

Listed as Ghosting – Schattenreich (Der magische Puls) · Watch on YouTube

youtube_video ESlDgXRCJ_w · row ESlDgXRCJ_w

LAION-DISCO-12M

No Pain

Listed as Ghosting – No Pain (Disguised in Black) · Watch on YouTube

youtube_video Er87RyWuatY · row Er87RyWuatY

LAION-DISCO-12M

Paranoia

Listed as Ghosting – Paranoia (Black Pearls) · Watch on YouTube

youtube_video EstHsHh1z6M · row EstHsHh1z6M

LAION-DISCO-12M

One Millionth Happy Customer

Listed as Ghosting – One Millionth Happy Customer (Disguised in Black) · Watch on YouTube

youtube_video FXFpAn8pzr8 · row FXFpAn8pzr8

LAION-DISCO-12M

Ricky's Hand

Listed as Ghosting – Ricky's Hand (Der magische Puls) · Watch on YouTube

youtube_video IRX4zwPPvT8 · row IRX4zwPPvT8

LAION-DISCO-12M

Crying

Listed as Ghosting – Crying (Romantic Death (Extended)) · Watch on YouTube

youtube_video JCr9zJiwga8 · row JCr9zJiwga8

LAION-DISCO-12M

Dusk

Listed as LANKS, Ghosting – Dusk (SPIRITS PT.1) · Watch on YouTube

youtube_video KT0lLWvYDcQ · row KT0lLWvYDcQ

LAION-DISCO-12M

Todesengel

Listed as Ghosting – Todesengel (Der magische Puls) · Watch on YouTube

youtube_video MFMDh_QQ89Y · row MFMDh_QQ89Y

LAION-DISCO-12M

Heal Me

Listed as Ghosting – Heal Me (Lips Like Red) · Watch on YouTube

youtube_video NM94jE9Nu6g · row NM94jE9Nu6g

LAION-DISCO-12M

Evil Dance

Listed as Ghosting – Evil Dance (Lips Like Red) · Watch on YouTube

youtube_video QDZq7SwvqX8 · row QDZq7SwvqX8

LAION-DISCO-12M

Ad Infinitum (Single Edit)

Listed as Ghosting – Ad Infinitum (Single Edit) (Black Pearls) · Watch on YouTube

youtube_video SFOV7jitYak · row SFOV7jitYak

LAION-DISCO-12M

Tara's Sleep

Listed as Ghosting – Tara's Sleep (The Order of Things) · Watch on YouTube

youtube_video TJosyJ0GNzA · row TJosyJ0GNzA

LAION-DISCO-12M

Bombed the World

Listed as Ghosting – Bombed the World (Lips Like Red) · Watch on YouTube

youtube_video W_wFSg0Om9Y · row W_wFSg0Om9Y

LAION-DISCO-12M

I Lose Control

Listed as Ghosting – I Lose Control (L´etat c´est moi) · Watch on YouTube

youtube_video WvfT0fP8vBU · row WvfT0fP8vBU

LAION-DISCO-12M

Let Me Stay

Listed as Ghosting – Let Me Stay (Songs from Fairyland) · Watch on YouTube

youtube_video X43iw8TrEfY · row X43iw8TrEfY

LAION-DISCO-12M

Lion King

Listed as Ghosting – Lion King (Disguised in Black) · Watch on YouTube

youtube_video Y7lyZt9__p0 · row Y7lyZt9__p0

LAION-DISCO-12M

I Don't Feel You

Listed as Ghosting – I Don't Feel You (Disguised in Black) · Watch on YouTube

youtube_video ZT1l2I4gGUY · row ZT1l2I4gGUY

LAION-DISCO-12M

Shiva's Trance

Listed as Ghosting – Shiva's Trance (The Order of Things) · Watch on YouTube

youtube_video Zn5vR1yIeDk · row Zn5vR1yIeDk

LAION-DISCO-12M

Der Tod In Flandern

Listed as Ghosting – Der Tod In Flandern (Black Romantic IV) · Watch on YouTube

youtube_video cnbHVNLaKyo · row cnbHVNLaKyo

LAION-DISCO-12M

Upright

Listed as Ghosting – Upright (The Order of Things) · Watch on YouTube

youtube_video cpwDhA2kb1g · row cpwDhA2kb1g

LAION-DISCO-12M

Gib dich hin

Listed as Ghosting – Gib dich hin (Der magische Puls) · Watch on YouTube

youtube_video d58_P7vE6e8 · row d58_P7vE6e8

LAION-DISCO-12M

No Pain (Intro)

Listed as Ghosting – No Pain (Intro) (Disguised in Black) · Watch on YouTube

youtube_video dbCmzX7F4e0 · row dbCmzX7F4e0

LAION-DISCO-12M

Der Tod reit't (Single Edit) (Sebastian Vogelsang Remix)

Listed as Ghosting, Sebastian Vogelsang – Der Tod reit't (Single Edit) (Sebastian Vogelsang Remix) (Der Tod reit't) · Watch on YouTube

youtube_video gfwl5WNuMQQ · row gfwl5WNuMQQ

LAION-DISCO-12M

Disguised in Black

Listed as Ghosting – Disguised in Black (Disguised in Black) · Watch on YouTube

youtube_video hiTVWLPf9sY · row hiTVWLPf9sY

LAION-DISCO-12M

The Cage

Listed as Ghosting – The Cage (Lips Like Red) · Watch on YouTube

youtube_video kO4ZHs0cjrQ · row kO4ZHs0cjrQ

LAION-DISCO-12M

It's My Mind

Listed as Ghosting – It's My Mind (Disguised in Black) · Watch on YouTube

youtube_video mgoePxD5Zk0 · row mgoePxD5Zk0

LAION-DISCO-12M

Revelege

Listed as Ghosting – Revelege (Lips Like Red) · Watch on YouTube

youtube_video nG4AK_U6QkU · row nG4AK_U6QkU

LAION-DISCO-12M

Denkmal

Listed as Ghosting – Denkmal (Romantic Death (Extended)) · Watch on YouTube

youtube_video nxKKQePQPwo · row nxKKQePQPwo

LAION-DISCO-12M

Seele

Listed as Ghosting – Seele (Der magische Puls) · Watch on YouTube

youtube_video oYARbsDjaYY · row oYARbsDjaYY

LAION-DISCO-12M

The Order of Things

Listed as Ghosting – The Order of Things (The Order of Things) · Watch on YouTube

youtube_video p7QrYl-nXWg · row p7QrYl-nXWg

LAION-DISCO-12M

Seele (Alternate Version)

Listed as Ghosting – Seele (Alternate Version) (Der magische Puls) · Watch on YouTube

youtube_video qVTexlKTFus · row qVTexlKTFus

LAION-DISCO-12M

Little World

Listed as Ghosting – Little World (Disguised in Black) · Watch on YouTube

youtube_video rP5mpe39lbM · row rP5mpe39lbM

LAION-DISCO-12M

Love Apart

Listed as Ghosting – Love Apart (Songs from Fairyland) · Watch on YouTube

youtube_video v78KeogawNI · row v78KeogawNI

LAION-DISCO-12M

Where Bodies Sleep

Listed as Ghosting – Where Bodies Sleep (Disguised in Black) · Watch on YouTube

youtube_video vQ-0JaAJEqk · row vQ-0JaAJEqk

LAION-DISCO-12M

Watching the Sky

Listed as Ghosting – Watching the Sky (Disguised in Black) · Watch on YouTube

youtube_video wsAOxTzU7D8 · row wsAOxTzU7D8

LAION-DISCO-12M

March

Listed as Ghosting – March (Black Pearls) · Watch on YouTube

youtube_video xgi04Agz0AA · row xgi04Agz0AA

LAION-DISCO-12M

Ad Infinitum

Listed as Ghosting – Ad Infinitum (Lips Like Red) · Watch on YouTube

youtube_video ylQREUAQQP8 · row ylQREUAQQP8

LAION-DISCO-12M

Die Baby Die

Listed as Ghosting – Die Baby Die (Disguised in Black) · Watch on YouTube

youtube_video yrdstrRN2Ys · row yrdstrRN2Ys

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.