YouTrained

Artist Frozen Ghost on YouTube Music

Yes. Frozen Ghost has 63 songs listed in a dataset used to train AI music models.

Used for training 63

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 Come Alive (Intro), Reimagine, Tongue Out (feat. Frozen Ghost)

Listed under the artist name 63 songs in LAION-DISCO-12M

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

Come Alive (Intro)

Listed as Frozen Ghost – Come Alive (Intro) (Shake Your Spirit) · Watch on YouTube

youtube_video 6MxJUhFMOGQ · row 6MxJUhFMOGQ

LAION-DISCO-12M

Reimagine

Listed as Frozen Ghost – Reimagine (Hot Fudge) · Watch on YouTube

youtube_video 6fmNa6pSJPY · row 6fmNa6pSJPY

LAION-DISCO-12M

Tongue Out (feat. Frozen Ghost)

Listed as Frozen Ghost, X-Side – Tongue Out (feat. Frozen Ghost) (Dominate) · Watch on YouTube

youtube_video 9bxnVLIGyH8 · row 9bxnVLIGyH8

LAION-DISCO-12M

Insomnia (Counter Culture Remix)

Listed as Counter Culture, Frozen Ghost – Insomnia (Counter Culture Remix) (Conspiracy) · Watch on YouTube

youtube_video FDtkYE2xmlQ · row FDtkYE2xmlQ

LAION-DISCO-12M

I Will Attack

Listed as Damage, Frozen Ghost, Frozen Ghost – I Will Attack (Radical Manifestation) · Watch on YouTube

youtube_video PdRYfN6EqdI · row PdRYfN6EqdI

LAION-DISCO-12M

Global Termonuclear War (Kosmic Eyes Remix)

Listed as Frozen Ghost – Global Termonuclear War (Kosmic Eyes Remix) (Light is Darkness) · Watch on YouTube

youtube_video WgWvibpM6o0 · row WgWvibpM6o0

LAION-DISCO-12M

Distort Reality

Listed as Frozen Ghost – Distort Reality (Witchcraft, Vol. 3 (Compiled by Insanix)) · Watch on YouTube

youtube_video h7sNkcaOCWg · row h7sNkcaOCWg

LAION-DISCO-12M

Reinvent

Listed as Frozen Ghost – Reinvent (Hot Fudge) · Watch on YouTube

youtube_video mjwcziX6AIE · row mjwcziX6AIE

LAION-DISCO-12M

Los 8

Listed as Frozen Ghost, Strange Days, Strange Days – Los 8 (Hot Fudge) · Watch on YouTube

youtube_video oiv3dvbodkk · row oiv3dvbodkk

LAION-DISCO-12M

Mushroom Mayhem

Listed as Frozen Ghost – Mushroom Mayhem (Decadance (10 Years on Safari)) · Watch on YouTube

youtube_video q4aput_RqS0 · row q4aput_RqS0

LAION-DISCO-12M

Hammer Cola

Listed as Frozen Ghost – Hammer Cola (Hardcore Soldiers, Vol. 2) · Watch on YouTube

youtube_video rIypwInmtTs · row rIypwInmtTs

LAION-DISCO-12M

Insomnia

Listed as Frozen Ghost – Insomnia (Insomnia) · Watch on YouTube

youtube_video scnoMsUyu9g · row scnoMsUyu9g

LAION-DISCO-12M

Twenty Two.

Listed as Frozen Ghost – Twenty Two. (Beyond Reality) · Watch on YouTube

youtube_video wBRhArVXbsg · row wBRhArVXbsg

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.

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