Yes. GHOST DATA has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Voice of Eternity, Become God, PROJEKT MELODY (Instrumental)

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Voice of Eternity

Listed as GHOST DATA – Voice of Eternity (Cruel Choreography) · Watch on YouTube

youtube_video 1M45qxMtABw · row 1M45qxMtABw

LAION-DISCO-12M

Become God

Listed as GHOST DATA – Become God (Void Walker) · Watch on YouTube

youtube_video 1P1BaqM4V78 · row 1P1BaqM4V78

LAION-DISCO-12M

PROJEKT MELODY (Instrumental)

Listed as GHOST DATA – PROJEKT MELODY (Instrumental) (PROJEKT MELODY) · Watch on YouTube

youtube_video 1eIWJl-2kAQ · row 1eIWJl-2kAQ

LAION-DISCO-12M

Blatant Plagiarism

Listed as GHOST DATA – Blatant Plagiarism (Blatant Plagiarism) · Watch on YouTube

youtube_video 2FlllW7wYo0 · row 2FlllW7wYo0

LAION-DISCO-12M

The Twisted Spire

Listed as GHOST DATA, Kindrid – The Twisted Spire (Symphony of the Shepherdess) · Watch on YouTube

youtube_video 3qOOmekWRjE · row 3qOOmekWRjE

LAION-DISCO-12M

Darkened Duchess

Listed as GHOST DATA – Darkened Duchess (Void Walker) · Watch on YouTube

youtube_video 5OgOv6AlS0M · row 5OgOv6AlS0M

LAION-DISCO-12M

Despera

Listed as GHOST DATA – Despera (The Wounded Healer) · Watch on YouTube

youtube_video 6FrPIMqLH8w · row 6FrPIMqLH8w

LAION-DISCO-12M

Against All Odds

Listed as GHOST DATA – Against All Odds (Symphony of the Shepherdess) · Watch on YouTube

youtube_video 7vqsAiGmQc4 · row 7vqsAiGmQc4

LAION-DISCO-12M

Thy Flesh Undone

Listed as GHOST DATA – Thy Flesh Undone (Symphony of the Shepherdess) · Watch on YouTube

youtube_video 8gJjb0IgXYM · row 8gJjb0IgXYM

LAION-DISCO-12M

Queen's Game

Listed as GHOST DATA – Queen's Game (Cruel Choreography) · Watch on YouTube

youtube_video 958s2dkDHMc · row 958s2dkDHMc

LAION-DISCO-12M

Healing Light (feat. Azuria Sky)

Listed as GHOST DATA – Healing Light (feat. Azuria Sky) (Symphony of the Shepherdess) · Watch on YouTube

youtube_video 9kXjo1gmBCQ · row 9kXjo1gmBCQ

LAION-DISCO-12M

Void Walker

Listed as GHOST DATA – Void Walker (Void Walker) · Watch on YouTube

youtube_video 9yVvgZbYtnY · row 9yVvgZbYtnY

LAION-DISCO-12M

Thigh Highs (feat. Jovani Occomy)

Listed as GHOST DATA – Thigh Highs (feat. Jovani Occomy) (Girl's Love) · Watch on YouTube

youtube_video AEDLXAyVixQ · row AEDLXAyVixQ

LAION-DISCO-12M

Inhuman

Listed as GHOST DATA – Inhuman (Void Walker) · Watch on YouTube

youtube_video AaGJ363wr6Y · row AaGJ363wr6Y

LAION-DISCO-12M

Gods of the Artificial

Listed as GHOST DATA – Gods of the Artificial (Void Walker) · Watch on YouTube

youtube_video CQ5tU-Bx6XI · row CQ5tU-Bx6XI

LAION-DISCO-12M

Adagio For Souls (feat. Dreamiecloud)

Listed as GHOST DATA, COR!S – Adagio For Souls (feat. Dreamiecloud) (Symphony of the Shepherdess) · Watch on YouTube

youtube_video CbQg3fW0RqQ · row CbQg3fW0RqQ

LAION-DISCO-12M

Arc Star

Listed as GHOST DATA, Altruist – Arc Star (Void Walker) · Watch on YouTube

youtube_video FinPFWnnbjc · row FinPFWnnbjc

LAION-DISCO-12M

The Black Widow

Listed as GHOST DATA – The Black Widow (Void Walker) · Watch on YouTube

youtube_video HJHMN_FkR2w · row HJHMN_FkR2w

LAION-DISCO-12M

The Throes of Winter

Listed as GHOST DATA, Kindrid – The Throes of Winter (Symphony of the Shepherdess) · Watch on YouTube

youtube_video Hw46rsOP6r8 · row Hw46rsOP6r8

LAION-DISCO-12M

Despera (Kindrid Remix)

Listed as GHOST DATA – Despera (Kindrid Remix) (The Wounded Healer) · Watch on YouTube

youtube_video INcRzt-NdTw · row INcRzt-NdTw

LAION-DISCO-12M

Beyond Eternity (feat. Skye Light)

Listed as GHOST DATA – Beyond Eternity (feat. Skye Light) (Symphony of the Shepherdess) · Watch on YouTube

youtube_video InAhHRN87GY · row InAhHRN87GY

LAION-DISCO-12M

Dark Harvest

Listed as GHOST DATA – Dark Harvest (Void Walker) · Watch on YouTube

youtube_video JNHMCsa6YX4 · row JNHMCsa6YX4

LAION-DISCO-12M

Solid State Society

Listed as GHOST DATA – Solid State Society (Magical Metamorphosis) · Watch on YouTube

youtube_video JcpZznuaQeE · row JcpZznuaQeE

LAION-DISCO-12M

Realm of the Boundless (feat. Luma)

Listed as GHOST DATA – Realm of the Boundless (feat. Luma) (Symphony of the Shepherdess) · Watch on YouTube

youtube_video K_XbDkZuBBA · row K_XbDkZuBBA

LAION-DISCO-12M

Sovereign of the End

Listed as GHOST DATA – Sovereign of the End (Symphony of the Shepherdess) · Watch on YouTube

youtube_video M9lY6f_Rc7A · row M9lY6f_Rc7A

LAION-DISCO-12M

Parallel Convergence (feat. ODDEEO)

Listed as GHOST DATA – Parallel Convergence (feat. ODDEEO) (Simulated Sensations) · Watch on YouTube

youtube_video NlTSoa-fLzA · row NlTSoa-fLzA

LAION-DISCO-12M

Blind Divinity

Listed as GHOST DATA – Blind Divinity (Cruel Choreography) · Watch on YouTube

youtube_video Otpspdbku5g · row Otpspdbku5g

LAION-DISCO-12M

Textlog Ritual

Listed as GHOST DATA – Textlog Ritual (Void Walker) · Watch on YouTube

youtube_video P6fFOccNFkk · row P6fFOccNFkk

LAION-DISCO-12M

Infinite Resignation (feat. glasscat)

Listed as GHOST DATA – Infinite Resignation (feat. glasscat) (Cruel Choreography) · Watch on YouTube

youtube_video PBFDj13lpwQ · row PBFDj13lpwQ

LAION-DISCO-12M

Symphony of the Shepherdess (feat. Lokka Vox)

Listed as GHOST DATA – Symphony of the Shepherdess (feat. Lokka Vox) (Symphony of the Shepherdess) · Watch on YouTube

youtube_video QAhYuRSoy60 · row QAhYuRSoy60

LAION-DISCO-12M

Deadly Flourish

Listed as GHOST DATA – Deadly Flourish (Cruel Choreography) · Watch on YouTube

youtube_video RQWqu05G2Nw · row RQWqu05G2Nw

LAION-DISCO-12M

The Wounded Healer

Listed as GHOST DATA – The Wounded Healer (The Wounded Healer) · Watch on YouTube

youtube_video Rk10pPH8SG4 · row Rk10pPH8SG4

LAION-DISCO-12M

What Lies Beneath

Listed as GHOST DATA – What Lies Beneath (What Lies Beneath) · Watch on YouTube

youtube_video S62NcNc4IDg · row S62NcNc4IDg

LAION-DISCO-12M

Inversions of Hope

Listed as GHOST DATA – Inversions of Hope (Cruel Choreography) · Watch on YouTube

youtube_video TYEXO62Yt10 · row TYEXO62Yt10

LAION-DISCO-12M

Full Bodied

Listed as GHOST DATA – Full Bodied (Void Walker) · Watch on YouTube

youtube_video UoCxdh7qQHE · row UoCxdh7qQHE

LAION-DISCO-12M

Beyond Eternity (feat. Skye Light)

Listed as GHOST DATA – Beyond Eternity (feat. Skye Light) (Beyond Eternity) · Watch on YouTube

youtube_video _dntyEW8zlk · row _dntyEW8zlk

LAION-DISCO-12M

Ephemeral

Listed as GHOST DATA – Ephemeral (Simulated Sensations) · Watch on YouTube

youtube_video _wKkImnZqdk · row _wKkImnZqdk

LAION-DISCO-12M

Agony's Embrace

Listed as GHOST DATA – Agony's Embrace (Void Walker) · Watch on YouTube

youtube_video bXrvGrnjSkw · row bXrvGrnjSkw

LAION-DISCO-12M

Cruel Choreography

Listed as GHOST DATA – Cruel Choreography (Cruel Choreography) · Watch on YouTube

youtube_video bwEJ-3EOfF0 · row bwEJ-3EOfF0

LAION-DISCO-12M

ANGELIC LAYER

Listed as GHOST DATA – ANGELIC LAYER (Colors, Vol. 1) · Watch on YouTube

youtube_video ctMVWDk5W60 · row ctMVWDk5W60

LAION-DISCO-12M

Dream Drive Operating System

Listed as GHOST DATA – Dream Drive Operating System (Dream Drive Operating System) · Watch on YouTube

youtube_video i7e8eXPjJ2w · row i7e8eXPjJ2w

LAION-DISCO-12M

Siren's Call

Listed as GHOST DATA – Siren's Call (Siren's Call) · Watch on YouTube

youtube_video kprI5JhIyj8 · row kprI5JhIyj8

LAION-DISCO-12M

Resonance Utopia

Listed as GHOST DATA – Resonance Utopia (Cruel Choreography) · Watch on YouTube

youtube_video krBwtq-FiBU · row krBwtq-FiBU

LAION-DISCO-12M

Femme Fatale

Listed as GHOST DATA – Femme Fatale (Void Walker) · Watch on YouTube

youtube_video lDS0UsbXfhI · row lDS0UsbXfhI

LAION-DISCO-12M

Heart of Darkness

Listed as GHOST DATA – Heart of Darkness (Crystal Cathedral) · Watch on YouTube

youtube_video t09pNGp54bI · row t09pNGp54bI

LAION-DISCO-12M

Celestial Bodies (feat. Jovani Occomy)

Listed as GHOST DATA – Celestial Bodies (feat. Jovani Occomy) (The Occulus Occult) · Watch on YouTube

youtube_video uzD90Ad45eU · row uzD90Ad45eU

LAION-DISCO-12M

Aeon Drive

Listed as GHOST DATA – Aeon Drive (Aeon Drive) · Watch on YouTube

youtube_video vZn9KUgeV0s · row vZn9KUgeV0s

LAION-DISCO-12M

The Wounded Healer (AISU RIN Remix)

Listed as GHOST DATA – The Wounded Healer (AISU RIN Remix) (The Wounded Healer) · Watch on YouTube

youtube_video wViNSjcK-qY · row wViNSjcK-qY

LAION-DISCO-12M

Eye of the Storm (feat. Skye Light)

Listed as GHOST DATA – Eye of the Storm (feat. Skye Light) (Eye of the Storm) · Watch on YouTube

youtube_video wkPZXgpaPvA · row wkPZXgpaPvA

LAION-DISCO-12M

Queen of Knives

Listed as GHOST DATA – Queen of Knives (Queen of Knives) · Watch on YouTube

youtube_video yLyXmTVcrZo · row yLyXmTVcrZo

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.