YouTrained

Artist GHOST DATA on YouTube Music

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 Mahou Shoujo, Clear Coffins (feat. Juunana), The Beach Episode (Melty Summer Mix)

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.

Mahou Shoujo

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

youtube_video 2Q9UxGmlEsY · row 2Q9UxGmlEsY

LAION-DISCO-12M

Clear Coffins (feat. Juunana)

Listed as GHOST DATA – Clear Coffins (feat. Juunana) (The Occulus Occult) · Watch on YouTube

youtube_video 4iqhQU25Y70 · row 4iqhQU25Y70

LAION-DISCO-12M

The Beach Episode (Melty Summer Mix)

Listed as GHOST DATA – The Beach Episode (Melty Summer Mix) (The Beach Episode) · Watch on YouTube

youtube_video 4ppIiwNRSzA · row 4ppIiwNRSzA

LAION-DISCO-12M

Stained Glass

Listed as GHOST DATA – Stained Glass (Crystal Cathedral) · Watch on YouTube

youtube_video 75vEfo8rwtM · row 75vEfo8rwtM

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Everlust

Listed as GHOST DATA – Everlust (Crystal Cathedral) · Watch on YouTube

youtube_video 7kOhZ5K9PIY · row 7kOhZ5K9PIY

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Arpeggio of Steel

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

youtube_video 86bBrf2RdYs · row 86bBrf2RdYs

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Iridescent

Listed as GHOST DATA – Iridescent (Crystal Cathedral) · Watch on YouTube

youtube_video 8GluSpzcgMM · row 8GluSpzcgMM

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The Holographic Nightmare

Listed as GHOST DATA – The Holographic Nightmare (The Holographic Nightmare) · Watch on YouTube

youtube_video 8e6sdBQ0yL4 · row 8e6sdBQ0yL4

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Inner Sanctum (Sorry, I'm Just Tired)

Listed as GHOST DATA – Inner Sanctum (Sorry, I'm Just Tired) (Inner Sanctum (Sorry, I'm Just Tired)) · Watch on YouTube

youtube_video 8npONtbrOZE · row 8npONtbrOZE

LAION-DISCO-12M

Death To Lolicons!

Listed as GHOST DATA – Death To Lolicons! (The Holographic Nightmare) · Watch on YouTube

youtube_video 91xrreCYexc · row 91xrreCYexc

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White Rabbit

Listed as GHOST DATA – White Rabbit (Girl's Love) · Watch on YouTube

youtube_video ApgLqrDfAyQ · row ApgLqrDfAyQ

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The Beach Episode

Listed as GHOST DATA – The Beach Episode (The Beach Episode) · Watch on YouTube

youtube_video BAXS0UR8oas · row BAXS0UR8oas

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Magical Girls

Listed as GHOST DATA – Magical Girls (Girl's Love) · Watch on YouTube

youtube_video COutUl0gIcw · row COutUl0gIcw

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Crystalline

Listed as GHOST DATA – Crystalline (The Occulus Occult) · Watch on YouTube

youtube_video C_VpKtBwRz0 · row C_VpKtBwRz0

LAION-DISCO-12M

Poltergeist

Listed as GHOST DATA – Poltergeist (The Shepherdess: REBIRTH) · Watch on YouTube

youtube_video DNhy_Ulxeds · row DNhy_Ulxeds

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Anthems For A Yandere

Listed as GHOST DATA – Anthems For A Yandere (The Holographic Nightmare) · Watch on YouTube

youtube_video FXNv5DNMbTo · row FXNv5DNMbTo

LAION-DISCO-12M

She Heals Everything

Listed as GHOST DATA – She Heals Everything (Magical Metamorphosis) · Watch on YouTube

youtube_video G76yZ0PHdcg · row G76yZ0PHdcg

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Silk Lingerie

Listed as GHOST DATA – Silk Lingerie (Girl's Love) · Watch on YouTube

youtube_video GwotWwr1u1I · row GwotWwr1u1I

LAION-DISCO-12M

Bullet Witch

Listed as GHOST DATA – Bullet Witch (Crystal Cathedral) · Watch on YouTube

youtube_video HgUF02llrhQ · row HgUF02llrhQ

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The Wounded Healer (RetiredOrphan Remix)

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

youtube_video IDkHCzWkCB8 · row IDkHCzWkCB8

LAION-DISCO-12M

Stars Beneath The Ocean

Listed as GHOST DATA – Stars Beneath The Ocean (Simulated Sensations) · Watch on YouTube

youtube_video JJIaq08t2Ew · row JJIaq08t2Ew

LAION-DISCO-12M

Nuclear Winter

Listed as GHOST DATA – Nuclear Winter (The Shepherdess: REBIRTH) · Watch on YouTube

youtube_video LcRA40zedgU · row LcRA40zedgU

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SCORCHED EARTH

Listed as RetiredOrphan, GHOST DATA – SCORCHED EARTH (SCORCHED EARTH) · Watch on YouTube

youtube_video PPmaYLdjhTg · row PPmaYLdjhTg

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TOMIE

Listed as GHOST DATA – TOMIE (TOMIE) · Watch on YouTube

youtube_video QXc5mOC6AI0 · row QXc5mOC6AI0

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The Beach Episode (Kindrid Remix)

Listed as GHOST DATA – The Beach Episode (Kindrid Remix) (The Beach Episode) · Watch on YouTube

youtube_video RBTW0JOj91o · row RBTW0JOj91o

LAION-DISCO-12M

Temporal Paradox

Listed as GHOST DATA – Temporal Paradox (The Occulus Occult) · Watch on YouTube

youtube_video SEqdO91syPw · row SEqdO91syPw

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Let Me See

Listed as GHOST DATA – Let Me See (Girl's Love) · Watch on YouTube

youtube_video T78uuLCA_JM · row T78uuLCA_JM

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Overly Attached Girlfriend

Listed as GHOST DATA – Overly Attached Girlfriend (Girl's Love) · Watch on YouTube

youtube_video TvPoaTuOd4g · row TvPoaTuOd4g

LAION-DISCO-12M

Wolf & Lamb

Listed as GHOST DATA – Wolf & Lamb (The Shepherdess: REBIRTH) · Watch on YouTube

youtube_video WDHo_8prK0U · row WDHo_8prK0U

LAION-DISCO-12M

Whispering Woods

Listed as GHOST DATA – Whispering Woods (The Shepherdess: REBIRTH) · Watch on YouTube

youtube_video XBYLoAU6Pi4 · row XBYLoAU6Pi4

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700 Sisters (feat. Mecha Maiko)

Listed as GHOST DATA – 700 Sisters (feat. Mecha Maiko) (Crystal Cathedral) · Watch on YouTube

youtube_video ZGld_Dl7lCE · row ZGld_Dl7lCE

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Sushi Roll (feat. ANKŌ)

Listed as GHOST DATA – Sushi Roll (feat. ANKŌ) (The Shepherdess: REBIRTH) · Watch on YouTube

youtube_video _JZYrwozDbE · row _JZYrwozDbE

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Crystal Cathedral

Listed as GHOST DATA, Jam2go – Crystal Cathedral (Crystal Cathedral) · Watch on YouTube

youtube_video _UGdLcj2Ypk · row _UGdLcj2Ypk

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Prophetic (feat. Sugar Joiko)

Listed as GHOST DATA – Prophetic (feat. Sugar Joiko) (The Shepherdess: REBIRTH) · Watch on YouTube

youtube_video _fl_YLmLzmg · row _fl_YLmLzmg

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Lucid Flux

Listed as GHOST DATA, Jam2go – Lucid Flux (Cruel Choreography) · Watch on YouTube

youtube_video c7BvTFemm0I · row c7BvTFemm0I

LAION-DISCO-12M

Reincarnate

Listed as GHOST DATA – Reincarnate (The Shepherdess: REBIRTH) · Watch on YouTube

youtube_video cMbqcG7zkm0 · row cMbqcG7zkm0

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The Womb of R'lyeh

Listed as GHOST DATA – The Womb of R'lyeh (Simulated Sensations) · Watch on YouTube

youtube_video ct9TO1IUQVU · row ct9TO1IUQVU

LAION-DISCO-12M

Black Lotus

Listed as GHOST DATA – Black Lotus (Girl's Love) · Watch on YouTube

youtube_video eatAEHp5Mo4 · row eatAEHp5Mo4

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Carnal Desire

Listed as GHOST DATA – Carnal Desire (The Occulus Occult) · Watch on YouTube

youtube_video eocEzs24YXk · row eocEzs24YXk

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Cyan Reader

Listed as GHOST DATA – Cyan Reader (The Occulus Occult) · Watch on YouTube

youtube_video hcvlYJ1mfhc · row hcvlYJ1mfhc

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Arcadia Lovers

Listed as GHOST DATA – Arcadia Lovers (Magical Metamorphosis) · Watch on YouTube

youtube_video ihOFxhUy6U8 · row ihOFxhUy6U8

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Archangel's Reprise

Listed as GHOST DATA – Archangel's Reprise (Cruel Choreography) · Watch on YouTube

youtube_video j46ZiNixy74 · row j46ZiNixy74

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Cranberry Cake

Listed as GHOST DATA – Cranberry Cake (Oishii Symphony) · Watch on YouTube

youtube_video jZtNAhL6HNw · row jZtNAhL6HNw

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Her Mortal Coil

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

youtube_video lmRAZ4a0TE8 · row lmRAZ4a0TE8

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Ram Parts

Listed as GHOST DATA – Ram Parts (The Shepherdess: REBIRTH) · Watch on YouTube

youtube_video mB0d0BOCpJg · row mB0d0BOCpJg

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Lily Love (feat. Kaivaan)

Listed as GHOST DATA – Lily Love (feat. Kaivaan) (Girl's Love) · Watch on YouTube

youtube_video nmOqjsf9Y0U · row nmOqjsf9Y0U

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The Infinite Cycle

Listed as GHOST DATA – The Infinite Cycle (Symphony of the Shepherdess) · Watch on YouTube

youtube_video rqvNL8KsZ30 · row rqvNL8KsZ30

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Blood Moon

Listed as GHOST DATA – Blood Moon (The Occulus Occult) · Watch on YouTube

youtube_video tBMB9hM9NJ0 · row tBMB9hM9NJ0

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Girl! Girl! Girl!

Listed as GHOST DATA, COR!S – Girl! Girl! Girl! (Crystal Cathedral) · Watch on YouTube

youtube_video xu3P4OlurVM · row xu3P4OlurVM

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Magical Metamorphosis

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

youtube_video xypUWFu2PTU · row xypUWFu2PTU

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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.

Is this you?