Yes. Avantasia has 141 songs listed in a dataset used to train AI music models.

Used for training 141

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 The Toy Master (feat. Alice Cooper & Henjo Richter), Requiem for a Dream (feat. Michael Kiske), Malleus Maleficarum

Listed under the artist name 141 songs in LAION-DISCO-12M

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

The Toy Master (feat. Alice Cooper & Henjo Richter)

Listed as Avantasia – The Toy Master (feat. Alice Cooper & Henjo Richter) (The Scarecrow) · Watch on YouTube

youtube_video -Q32wnlLjhw · row -Q32wnlLjhw

LAION-DISCO-12M

Requiem for a Dream (feat. Michael Kiske)

Listed as Avantasia – Requiem for a Dream (feat. Michael Kiske) (Moonglow) · Watch on YouTube

youtube_video 2_pxW4kucBc · row 2_pxW4kucBc

LAION-DISCO-12M

Malleus Maleficarum

Listed as Avantasia – Malleus Maleficarum (The Metal Opera, Pt. I) · Watch on YouTube

youtube_video 3IVgaHIHk-U · row 3IVgaHIHk-U

LAION-DISCO-12M

Inside

Listed as Avantasia – Inside (The Metal Opera, Pt. I) · Watch on YouTube

youtube_video 4ZmdjZP9ueI · row 4ZmdjZP9ueI

LAION-DISCO-12M

Down in the Dark

Listed as Avantasia – Down in the Dark (Angel of Babylon) · Watch on YouTube

youtube_video 4aQkpIZo-QE · row 4aQkpIZo-QE

LAION-DISCO-12M

Scars (feat. Geoff Tate)

Listed as Avantasia – Scars (feat. Geoff Tate) (A Paranormal Evening with the Moonflower Society) · Watch on YouTube

youtube_video 4pCLV8UQ4VQ · row 4pCLV8UQ4VQ

LAION-DISCO-12M

Heart

Listed as Avantasia – Heart (Moonglow) · Watch on YouTube

youtube_video 4zV6mKEEj9U · row 4zV6mKEEj9U

LAION-DISCO-12M

Inside (Live) (Recorded @ Wacken & Masters of Rock)

Listed as Avantasia – Inside (Live) (Recorded @ Wacken & Masters of Rock) (The Flying Opera - Around the World in 20 Days (Live) (Recorded @ Wacken & Masters of Rock)) · Watch on YouTube

youtube_video 54R4CP07WkI · row 54R4CP07WkI

LAION-DISCO-12M

Crestfallen (The Wicked Symphony)

Listed as Avantasia – Crestfallen (The Wicked Symphony) (The Wicked Symphony) · Watch on YouTube

youtube_video 7NKZWA-vPjI · row 7NKZWA-vPjI

LAION-DISCO-12M

Sleepwalking

Listed as Avantasia – Sleepwalking (The Mystery of Time) · Watch on YouTube

youtube_video 7RHh7xRXskg · row 7RHh7xRXskg

LAION-DISCO-12M

Seduction of Decay

Listed as Avantasia – Seduction of Decay (Ghostlights) · Watch on YouTube

youtube_video 8az8y_D3tDw · row 8az8y_D3tDw

LAION-DISCO-12M

Rhyme And Reason (feat. Eric Martin)

Listed as Avantasia – Rhyme And Reason (feat. Eric Martin) (A Paranormal Evening with the Moonflower Society) · Watch on YouTube

youtube_video 9rNyQawwSQQ · row 9rNyQawwSQQ

LAION-DISCO-12M

Devil in the Belfry (feat. Jorn Lande & Henjo Richter)

Listed as Avantasia – Devil in the Belfry (feat. Jorn Lande & Henjo Richter) (The Scarecrow) · Watch on YouTube

youtube_video BAO6BR9_3vg · row BAO6BR9_3vg

LAION-DISCO-12M

Stargazers

Listed as Avantasia – Stargazers (Angel of Babylon) · Watch on YouTube

youtube_video F90yCYk12SA · row F90yCYk12SA

LAION-DISCO-12M

Your Love Is Evil

Listed as Avantasia – Your Love Is Evil (Angel of Babylon) · Watch on YouTube

youtube_video FO8IVjlwSKY · row FO8IVjlwSKY

LAION-DISCO-12M

Wastelands (The Wicked Symphony)

Listed as Avantasia – Wastelands (The Wicked Symphony) (The Wicked Symphony) · Watch on YouTube

youtube_video GDfUfdSfOvM · row GDfUfdSfOvM

LAION-DISCO-12M

Blizzard on a Broken Mirror (The Wicked Symphony)

Listed as Avantasia – Blizzard on a Broken Mirror (The Wicked Symphony) (The Wicked Symphony) · Watch on YouTube

youtube_video IehltPuix38 · row IehltPuix38

LAION-DISCO-12M

Journey to Arcadia

Listed as Avantasia – Journey to Arcadia (Angel of Babylon) · Watch on YouTube

youtube_video MIQTvpX8Lkc · row MIQTvpX8Lkc

LAION-DISCO-12M

Alchemy (feat. Geoff Tate)

Listed as Avantasia – Alchemy (feat. Geoff Tate) (Moonglow) · Watch on YouTube

youtube_video MdopdOypbw8 · row MdopdOypbw8

LAION-DISCO-12M

Avantasia (Live)

Listed as Avantasia – Avantasia (Live) (Ghostlights) · Watch on YouTube

youtube_video NEZgA33Jtm8 · row NEZgA33Jtm8

LAION-DISCO-12M

Wake up to the Moon

Listed as Avantasia – Wake up to the Moon (Ghostlights) · Watch on YouTube

youtube_video Nsng08O7LzQ · row Nsng08O7LzQ

LAION-DISCO-12M

The Great Mystery

Listed as Avantasia – The Great Mystery (The Mystery of Time) · Watch on YouTube

youtube_video Ow8vN-wQNpk · row Ow8vN-wQNpk

LAION-DISCO-12M

Chalice of Agony

Listed as Avantasia – Chalice of Agony (The Metal Opera, Pt. 2) · Watch on YouTube

youtube_video TJ7uOY8yTSQ · row TJ7uOY8yTSQ

LAION-DISCO-12M

I Tame The Storm (feat. Jorn)

Listed as Avantasia – I Tame The Storm (feat. Jorn) (A Paranormal Evening with the Moonflower Society) · Watch on YouTube

youtube_video WI0qJzPuoM8 · row WI0qJzPuoM8

LAION-DISCO-12M

Death Is Just a Feeling

Listed as Avantasia – Death Is Just a Feeling (Angel of Babylon) · Watch on YouTube

youtube_video WkHzGzg0DuY · row WkHzGzg0DuY

LAION-DISCO-12M

Spectres

Listed as Avantasia – Spectres (The Mystery of Time) · Watch on YouTube

youtube_video XkJkhOmtea0 · row XkJkhOmtea0

LAION-DISCO-12M

Scales of Justice (The Wicked Symphony)

Listed as Avantasia – Scales of Justice (The Wicked Symphony) (The Wicked Symphony) · Watch on YouTube

youtube_video _TTTPHgMLzQ · row _TTTPHgMLzQ

LAION-DISCO-12M

Where Clock Hands Freeze

Listed as Avantasia – Where Clock Hands Freeze (The Mystery of Time) · Watch on YouTube

youtube_video anY43bAyEM4 · row anY43bAyEM4

LAION-DISCO-12M

The Watchmakers' Dream

Listed as Avantasia – The Watchmakers' Dream (The Mystery of Time) · Watch on YouTube

youtube_video bVya7dLgG3I · row bVya7dLgG3I

LAION-DISCO-12M

Master of the Pendulum

Listed as Avantasia – Master of the Pendulum (Ghostlights) · Watch on YouTube

youtube_video eHZZkRC1gbw · row eHZZkRC1gbw

LAION-DISCO-12M

Angel of Babylon

Listed as Avantasia – Angel of Babylon (Angel of Babylon) · Watch on YouTube

youtube_video emaCmIYd60Q · row emaCmIYd60Q

LAION-DISCO-12M

The Looking Glass

Listed as Avantasia – The Looking Glass (The Metal Opera, Pt. 2) · Watch on YouTube

youtube_video hRYVfVn0Yzs · row hRYVfVn0Yzs

LAION-DISCO-12M

The Piper at the Gates of Dawn (feat. Ronnie Atkins, Jorn Lande, Eric Martin & Bob Catley)

Listed as Avantasia – The Piper at the Gates of Dawn (feat. Ronnie Atkins, Jorn Lande, Eric Martin & Bob Catley) (Moonglow) · Watch on YouTube

youtube_video iCzd4uCrURo · row iCzd4uCrURo

LAION-DISCO-12M

Forever Is a Long Time (The Wicked Symphony)

Listed as Avantasia – Forever Is a Long Time (The Wicked Symphony) (The Wicked Symphony) · Watch on YouTube

youtube_video iVkWWKHtsio · row iVkWWKHtsio

LAION-DISCO-12M

Blowing out the Flame

Listed as Avantasia – Blowing out the Flame (Angel of Babylon) · Watch on YouTube

youtube_video knTEhWjZ7Vc · row knTEhWjZ7Vc

LAION-DISCO-12M

I Don't Believe in Your Love (feat. Oliver Hartmann & Rudolf Schenker)

Listed as Avantasia – I Don't Believe in Your Love (feat. Oliver Hartmann & Rudolf Schenker) (The Scarecrow) · Watch on YouTube

youtube_video lVufG_skxQw · row lVufG_skxQw

LAION-DISCO-12M

Invincible (feat. Geoff Tate)

Listed as Avantasia – Invincible (feat. Geoff Tate) (Moonglow) · Watch on YouTube

youtube_video mrWYzt-mTug · row mrWYzt-mTug

LAION-DISCO-12M

What's Left of Me

Listed as Avantasia – What's Left of Me (The Mystery of Time) · Watch on YouTube

youtube_video nh1Oxy9uTuM · row nh1Oxy9uTuM

LAION-DISCO-12M

Memory

Listed as Avantasia – Memory (The Metal Opera, Pt. 2) · Watch on YouTube

youtube_video ofBUsqpz3cQ · row ofBUsqpz3cQ

LAION-DISCO-12M

The Haunting

Listed as Avantasia – The Haunting (Ghostlights) · Watch on YouTube

youtube_video p4J21UF_H2Y · row p4J21UF_H2Y

LAION-DISCO-12M

In Quest For

Listed as Avantasia – In Quest For (The Metal Opera, Pt. 2) · Watch on YouTube

youtube_video pOomQtWgOWI · row pOomQtWgOWI

LAION-DISCO-12M

A New Dimension

Listed as Avantasia – A New Dimension (The Metal Opera, Pt. I) · Watch on YouTube

youtube_video rHtgZTOfM6c · row rHtgZTOfM6c

LAION-DISCO-12M

Prelude

Listed as Avantasia – Prelude (The Metal Opera, Pt. I) · Watch on YouTube

youtube_video sXcdhxApbTQ · row sXcdhxApbTQ

LAION-DISCO-12M

Babylon Vampyres

Listed as Avantasia – Babylon Vampyres (Ghostlights) · Watch on YouTube

youtube_video tjGgWjJM-tQ · row tjGgWjJM-tQ

LAION-DISCO-12M

Unchain the Light

Listed as Avantasia – Unchain the Light (Ghostlights) · Watch on YouTube

youtube_video uPsZdOk9yGM · row uPsZdOk9yGM

LAION-DISCO-12M

Promised Land

Listed as Avantasia – Promised Land (Angel of Babylon) · Watch on YouTube

youtube_video vqiW6-JvPQc · row vqiW6-JvPQc

LAION-DISCO-12M

Paper Plane (feat. Ronnie Atkins)

Listed as Avantasia – Paper Plane (feat. Ronnie Atkins) (A Paranormal Evening with the Moonflower Society) · Watch on YouTube

youtube_video wZgpyH_ceLI · row wZgpyH_ceLI

LAION-DISCO-12M

Black Orchid

Listed as Avantasia – Black Orchid (The Mystery of Time) · Watch on YouTube

youtube_video xEiQ5jBrSxY · row xEiQ5jBrSxY

LAION-DISCO-12M

In Nomine Patris

Listed as Avantasia – In Nomine Patris (The Metal Opera, Pt. I) · Watch on YouTube

youtube_video yxTTcCCYHsA · row yxTTcCCYHsA

LAION-DISCO-12M

A Restless Heart and Obsidian Skies

Listed as Avantasia – A Restless Heart and Obsidian Skies (Ghostlights) · Watch on YouTube

youtube_video z6emJU2T2fU · row z6emJU2T2fU

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.