Yes. Ghostemane has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 Black Blade Katana, Lady Madini, Jumpshot (feat. Bexey & E Meta)

Listed under the artist name 149 songs in LAION-DISCO-12M

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

Black Blade Katana

Listed as Ghostemane – Black Blade Katana (DÆMON EP) · Watch on YouTube

youtube_video 2KYYJ35uJc0 · row 2KYYJ35uJc0

LAION-DISCO-12M

Lady Madini

Listed as Ghostemane – Lady Madini (Plagues) · Watch on YouTube

youtube_video 6GvMjn0Ybg0 · row 6GvMjn0Ybg0

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Jumpshot (feat. Bexey & E Meta)

Listed as Ghostemane – Jumpshot (feat. Bexey & E Meta) (Rituals) · Watch on YouTube

youtube_video 8aEVgxZ98MQ · row 8aEVgxZ98MQ

LAION-DISCO-12M

Pay-Per-View

Listed as Ghostemane – Pay-Per-View (Did.You.Check.Your.Spam.) · Watch on YouTube

youtube_video AITVTjSg04M · row AITVTjSg04M

LAION-DISCO-12M

Crime Time

Listed as Ghostemane – Crime Time (Fear Network II) · Watch on YouTube

youtube_video A_kwMWomusI · row A_kwMWomusI

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Nun Ta Sho

Listed as Ghostemane – Nun Ta Sho (Oogabooga) · Watch on YouTube

youtube_video BzQzAvH1nzQ · row BzQzAvH1nzQ

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Starshot (feat. Wavy Jone$)

Listed as Ghostemane – Starshot (feat. Wavy Jone$) (Blackmage) · Watch on YouTube

youtube_video EALqjtVbj34 · row EALqjtVbj34

LAION-DISCO-12M

Cult of Thoth

Listed as Ghostemane – Cult of Thoth (Plagues) · Watch on YouTube

youtube_video EcsI_PV9Pwk · row EcsI_PV9Pwk

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My Heart of Glass

Listed as Ghostemane – My Heart of Glass (N / O / I / S / E) · Watch on YouTube

youtube_video FKXRfxP4v0U · row FKXRfxP4v0U

LAION-DISCO-12M

Lucid (Dreaming)

Listed as Ghostemane – Lucid (Dreaming) (For the Aspiring Occultist) · Watch on YouTube

youtube_video G8M3eUdzl4U · row G8M3eUdzl4U

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Buckshot (feat. Craig Xen)

Listed as Ghostemane – Buckshot (feat. Craig Xen) (For the Aspiring Occultist) · Watch on YouTube

youtube_video H0B4CXodxac · row H0B4CXodxac

LAION-DISCO-12M

Your Tone of Voice Says It All (feat. Wicca Phase Springs Eternal)

Listed as GHOSTEMANE – Your Tone of Voice Says It All (feat. Wicca Phase Springs Eternal) (Daemon III) · Watch on YouTube

youtube_video HFqVz1w5ezE · row HFqVz1w5ezE

LAION-DISCO-12M

South Pole Ain't Comin Back

Listed as Ghostemane – South Pole Ain't Comin Back (For the Aspiring Occultist) · Watch on YouTube

youtube_video J7Tx1FfXKhU · row J7Tx1FfXKhU

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Grindstone Cowboy

Listed as Ghostemane – Grindstone Cowboy (For the Aspiring Occultist) · Watch on YouTube

youtube_video KHP5MXNjBMs · row KHP5MXNjBMs

LAION-DISCO-12M

Pimp Slide Off A1A

Listed as Ghostemane – Pimp Slide Off A1A (Astral Kreepin) · Watch on YouTube

youtube_video MEHtp_XMvFk · row MEHtp_XMvFk

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Theta Wave

Listed as Ghostemane – Theta Wave (Astral Kreepin) · Watch on YouTube

youtube_video N6VUNCPasH8 · row N6VUNCPasH8

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Jump

Listed as Ghostemane – Jump (Oogabooga) · Watch on YouTube

youtube_video Nzx4k82KzBY · row Nzx4k82KzBY

LAION-DISCO-12M

DHML

Listed as Ghostemane – DHML (DÆMON EP) · Watch on YouTube

youtube_video O4-FRQtChxs · row O4-FRQtChxs

LAION-DISCO-12M

Begotten (Where Was God)

Listed as GHOSTEMANE – Begotten (Where Was God) (Daemon III) · Watch on YouTube

youtube_video Oi5pnZ7V1-A · row Oi5pnZ7V1-A

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Godhead

Listed as Ghostemane – Godhead (Plagues) · Watch on YouTube

youtube_video OxwVkf0pKRY · row OxwVkf0pKRY

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Somewhere Between Happiness and the Bottom of the Lake

Listed as Ghostemane – Somewhere Between Happiness and the Bottom of the Lake (Blackmage) · Watch on YouTube

youtube_video PNbYLA9MoQY · row PNbYLA9MoQY

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Psilocybe

Listed as Ghostemane – Psilocybe (DÆMON EP) · Watch on YouTube

youtube_video RCdPUkkGERM · row RCdPUkkGERM

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Acrylic

Listed as Ghostemane – Acrylic (Opium) · Watch on YouTube

youtube_video RRmSkNvYO4Q · row RRmSkNvYO4Q

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Where Stars Go To Die

Listed as Ghostemane – Where Stars Go To Die (DÆMON II) · Watch on YouTube

youtube_video S69H3GKLl78 · row S69H3GKLl78

LAION-DISCO-12M

Lysergic

Listed as Ghostemane – Lysergic (Oogabooga) · Watch on YouTube

youtube_video SmpPxYjWisk · row SmpPxYjWisk

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Balaclava (feat. Jgrxxn)

Listed as Ghostemane – Balaclava (feat. Jgrxxn) (Rituals) · Watch on YouTube

youtube_video U8nN0-BfK3k · row U8nN0-BfK3k

LAION-DISCO-12M

Wade Wilson Can't Die

Listed as Ghostemane – Wade Wilson Can't Die (Oogabooga) · Watch on YouTube

youtube_video V9YqnjnF6G8 · row V9YqnjnF6G8

LAION-DISCO-12M

Light the Pillars

Listed as Ghostemane – Light the Pillars (Rituals) · Watch on YouTube

youtube_video ZeU-wMI8YiM · row ZeU-wMI8YiM

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Not/Whats/Hot

Listed as Ghostemane – Not/Whats/Hot (Astral Kreepin) · Watch on YouTube

youtube_video _uwWwfSrI0Q · row _uwWwfSrI0Q

LAION-DISCO-12M

Purple Blankets Everywhere

Listed as Ghostemane – Purple Blankets Everywhere (Rituals) · Watch on YouTube

youtube_video aKDlFtc-tio · row aKDlFtc-tio

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I Met R.C. Christian

Listed as Ghostemane – I Met R.C. Christian (Astral Kreepin) · Watch on YouTube

youtube_video fwq7D4CnEl0 · row fwq7D4CnEl0

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DeadCelebs

Listed as Ghostemane – DeadCelebs (Oogabooga) · Watch on YouTube

youtube_video h_KFacpO7vQ · row h_KFacpO7vQ

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Puma Fleece (feat. Wavy Jone$)

Listed as Ghostemane – Puma Fleece (feat. Wavy Jone$) (Rituals) · Watch on YouTube

youtube_video i848sZZR-c8 · row i848sZZR-c8

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Seacrest

Listed as Ghostemane – Seacrest (Rituals) · Watch on YouTube

youtube_video jXzw6SkEN6Y · row jXzw6SkEN6Y

LAION-DISCO-12M

JUDGEMENT NIGHT (SIDEWALKS & SKELETONS RMX)

Listed as HEALTH, Ghostemane – JUDGEMENT NIGHT (SIDEWALKS & SKELETONS RMX) (DISCO4+) · Watch on YouTube

youtube_video lKGnjwnSBkk · row lKGnjwnSBkk

LAION-DISCO-12M

Φ

Listed as Ghostemane – Φ (Rituals) · Watch on YouTube

youtube_video mboiwDgm3BI · row mboiwDgm3BI

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Intro.Discourse

Listed as Ghostemane – Intro.Discourse (Plagues) · Watch on YouTube

youtube_video ncBGlJrmMBY · row ncBGlJrmMBY

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The Whole Where My Head Once Lived

Listed as Ghostemane – The Whole Where My Head Once Lived (Blackmage) · Watch on YouTube

youtube_video npg-EbFN-_Y · row npg-EbFN-_Y

LAION-DISCO-12M

Captain Harlock Incinerated My Home World

Listed as Ghostemane – Captain Harlock Incinerated My Home World (DÆMON EP) · Watch on YouTube

youtube_video pmin-VwxHrk · row pmin-VwxHrk

LAION-DISCO-12M

Initiation

Listed as Ghostemane – Initiation (For the Aspiring Occultist) · Watch on YouTube

youtube_video qMfjg_xvQ8k · row qMfjg_xvQ8k

LAION-DISCO-12M

DOGMA

Listed as Ghostemane – DOGMA (Dogma) · Watch on YouTube

youtube_video rOEJuNbIUxI · row rOEJuNbIUxI

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Technicolor

Listed as Ghostemane – Technicolor (Technicolor) · Watch on YouTube

youtube_video t09q7dy9M4g · row t09q7dy9M4g

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Oogabooga

Listed as Ghostemane – Oogabooga (Oogabooga) · Watch on YouTube

youtube_video t2qESGZeRAI · row t2qESGZeRAI

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Sex Magick

Listed as Ghostemane – Sex Magick (Blackmage) · Watch on YouTube

youtube_video tTO8bQGKdqk · row tTO8bQGKdqk

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Blasphemy At Turnbull Canyon

Listed as Ghostemane – Blasphemy At Turnbull Canyon (DÆMON II) · Watch on YouTube

youtube_video tpvQ84-KwYY · row tpvQ84-KwYY

LAION-DISCO-12M

I Was Born In The Wrong Generation

Listed as Ghostemane – I Was Born In The Wrong Generation (Dogma) · Watch on YouTube

youtube_video vSb_dyozQTA · row vSb_dyozQTA

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Pink Mist

Listed as Ghostemane – Pink Mist (Fear Network) · Watch on YouTube

youtube_video vV6rMCORCxs · row vV6rMCORCxs

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Changing of the Tides

Listed as Ghostemane – Changing of the Tides (Hexada) · Watch on YouTube

youtube_video xUFafVr4pU0 · row xUFafVr4pU0

LAION-DISCO-12M

Order 666

Listed as Ghostemane – Order 666 (Oogabooga) · Watch on YouTube

youtube_video yU8YfWS8rlE · row yU8YfWS8rlE

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.