Yes. Sonata Arctica has 145 songs listed in a dataset used to train AI music models.

Used for training 145

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 As If The World Wasn't Ending, Good Enough Is Good Enough, Blank File

Listed under the artist name 145 songs in LAION-DISCO-12M

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

As If The World Wasn't Ending

Listed as Sonata Arctica – As If The World Wasn't Ending (The Days Of Grays) · Watch on YouTube

youtube_video 2BC7gj7mq70 · row 2BC7gj7mq70

LAION-DISCO-12M

Good Enough Is Good Enough

Listed as Sonata Arctica – Good Enough Is Good Enough (Unia) · Watch on YouTube

youtube_video 3LLHbBNGaS0 · row 3LLHbBNGaS0

LAION-DISCO-12M

Blank File

Listed as Sonata Arctica – Blank File (Ecliptica Revisited: 15th Anniversary Edition) · Watch on YouTube

youtube_video 5D603vVZu0A · row 5D603vVZu0A

LAION-DISCO-12M

8th Commandment

Listed as Sonata Arctica – 8th Commandment (For The Sake Of Revenge) · Watch on YouTube

youtube_video 5mg690QE2jI · row 5mg690QE2jI

LAION-DISCO-12M

Somewhere Close To You

Listed as Sonata Arctica – Somewhere Close To You (Stones Grow Her Name) · Watch on YouTube

youtube_video 5rnFVhXfYeQ · row 5rnFVhXfYeQ

LAION-DISCO-12M

For The Sake Of Revenge

Listed as Sonata Arctica – For The Sake Of Revenge (Unia) · Watch on YouTube

youtube_video 7VG69sLAVmw · row 7VG69sLAVmw

LAION-DISCO-12M

I Have A Right

Listed as Sonata Arctica – I Have A Right (Acoustic Adventures - Volume Two) · Watch on YouTube

youtube_video 9CEjt8uzsBk · row 9CEjt8uzsBk

LAION-DISCO-12M

For The Sake Of Revenge

Listed as Sonata Arctica – For The Sake Of Revenge (Acoustic Adventures - Volume One) · Watch on YouTube

youtube_video 9DUO76FLNeA · row 9DUO76FLNeA

LAION-DISCO-12M

Who Failed the Most

Listed as Sonata Arctica – Who Failed the Most (Talviyö) · Watch on YouTube

youtube_video BrKU5O3xrr4 · row BrKU5O3xrr4

LAION-DISCO-12M

I Can't Dance (Bonus Track)

Listed as Sonata Arctica – I Can't Dance (Bonus Track) (Ecliptica Revisited: 15th Anniversary Edition) · Watch on YouTube

youtube_video CluyUbom2Ys · row CluyUbom2Ys

LAION-DISCO-12M

Reckoning Day, Reckoning Night

Listed as Sonata Arctica – Reckoning Day, Reckoning Night (Reckoning Night) · Watch on YouTube

youtube_video DhWHD1aj2ms · row DhWHD1aj2ms

LAION-DISCO-12M

Take One Breath

Listed as Sonata Arctica – Take One Breath (Pariah's Child) · Watch on YouTube

youtube_video DjpPA55XuaM · row DjpPA55XuaM

LAION-DISCO-12M

Letter To Dana (Live In Oulu)

Listed as Sonata Arctica – Letter To Dana (Live In Oulu) (Live In Finland) · Watch on YouTube

youtube_video F0Rx0lCLsDI · row F0Rx0lCLsDI

LAION-DISCO-12M

FullMoon

Listed as Sonata Arctica – FullMoon (Acoustic Adventures - Volume Two) · Watch on YouTube

youtube_video GT4tsG_0kzo · row GT4tsG_0kzo

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Tallulah

Listed as Sonata Arctica – Tallulah (Acoustic Adventures - Volume One) · Watch on YouTube

youtube_video GhtKnLZrBAw · row GhtKnLZrBAw

LAION-DISCO-12M

Respect The Wilderness

Listed as Sonata Arctica – Respect The Wilderness (Replica) · Watch on YouTube

youtube_video IG6pjDCWkm8 · row IG6pjDCWkm8

LAION-DISCO-12M

The Day

Listed as Sonata Arctica – The Day (Stones Grow Her Name) · Watch on YouTube

youtube_video LfOQetCDu9k · row LfOQetCDu9k

LAION-DISCO-12M

Letter To Dana

Listed as Sonata Arctica – Letter To Dana (Acoustic Adventures - Volume Two) · Watch on YouTube

youtube_video N7R4hmr6I0I · row N7R4hmr6I0I

LAION-DISCO-12M

Everything Fades To Gray (Instrumental Version)

Listed as Sonata Arctica – Everything Fades To Gray (Instrumental Version) (The Days Of Grays) · Watch on YouTube

youtube_video Oe0QqfERUNw · row Oe0QqfERUNw

LAION-DISCO-12M

Cinderblox

Listed as Sonata Arctica – Cinderblox (Stones Grow Her Name) · Watch on YouTube

youtube_video OrkejXTwKcs · row OrkejXTwKcs

LAION-DISCO-12M

Under Your Tree

Listed as Sonata Arctica – Under Your Tree (Unia) · Watch on YouTube

youtube_video T8WEtYlyWfA · row T8WEtYlyWfA

LAION-DISCO-12M

Fairytale

Listed as Sonata Arctica – Fairytale (The Ninth Hour) · Watch on YouTube

youtube_video UUq10SCvAoE · row UUq10SCvAoE

LAION-DISCO-12M

Black Sheep

Listed as Sonata Arctica – Black Sheep (Acoustic Adventures - Volume Two) · Watch on YouTube

youtube_video a-HuFaVZOJ4 · row a-HuFaVZOJ4

LAION-DISCO-12M

The Rest Of The Sun Belongs To Me

Listed as Sonata Arctica – The Rest Of The Sun Belongs To Me (Acoustic Adventures - Volume One) · Watch on YouTube

youtube_video aQk59pKxHCk · row aQk59pKxHCk

LAION-DISCO-12M

Candle Lawns

Listed as Sonata Arctica – Candle Lawns (The Ninth Hour) · Watch on YouTube

youtube_video b_kDlAA5i2A · row b_kDlAA5i2A

LAION-DISCO-12M

A Little Less Understanding

Listed as Sonata Arctica – A Little Less Understanding (Talviyö) · Watch on YouTube

youtube_video c4jdIP7Ry70 · row c4jdIP7Ry70

LAION-DISCO-12M

UnOpened

Listed as Sonata Arctica – UnOpened (Ecliptica Revisited: 15th Anniversary Edition) · Watch on YouTube

youtube_video dLA3jjA9zhc · row dLA3jjA9zhc

LAION-DISCO-12M

Fly With The Black Swan

Listed as Sonata Arctica – Fly With The Black Swan (Unia) · Watch on YouTube

youtube_video eLjawbAb6LQ · row eLjawbAb6LQ

LAION-DISCO-12M

Respect The Wilderness

Listed as Sonata Arctica – Respect The Wilderness (Songs of Silence) · Watch on YouTube

youtube_video hiDSpRcjMK4 · row hiDSpRcjMK4

LAION-DISCO-12M

The Dead Skin

Listed as Sonata Arctica – The Dead Skin (The Days Of Grays) · Watch on YouTube

youtube_video igehix4lFWk · row igehix4lFWk

LAION-DISCO-12M

Whirlwind

Listed as Sonata Arctica – Whirlwind (Talviyö) · Watch on YouTube

youtube_video jjlWgt33w-0 · row jjlWgt33w-0

LAION-DISCO-12M

My Dream's But A Drop Of Fuel For A Nightmare

Listed as Sonata Arctica – My Dream's But A Drop Of Fuel For A Nightmare (Unia) · Watch on YouTube

youtube_video mP3HyKhcqcQ · row mP3HyKhcqcQ

LAION-DISCO-12M

False News Travel Fast

Listed as Sonata Arctica – False News Travel Fast (Songs of Silence) · Watch on YouTube

youtube_video p0O-AQYxa5M · row p0O-AQYxa5M

LAION-DISCO-12M

Kingdom For A Heart

Listed as Sonata Arctica – Kingdom For A Heart (Songs of Silence) · Watch on YouTube

youtube_video p8fxBAQzQDo · row p8fxBAQzQDo

LAION-DISCO-12M

Tonight I Dance Alone

Listed as Sonata Arctica – Tonight I Dance Alone (Acoustic Adventures - Volume One) · Watch on YouTube

youtube_video q4fZAXAWTLs · row q4fZAXAWTLs

LAION-DISCO-12M

Dream Thieves

Listed as Sonata Arctica – Dream Thieves (Takatalvi) · Watch on YouTube

youtube_video qRsnuztrQ1Y · row qRsnuztrQ1Y

LAION-DISCO-12M

Wildfire, Part: II - One With The Mountain

Listed as Sonata Arctica – Wildfire, Part: II - One With The Mountain (Stones Grow Her Name) · Watch on YouTube

youtube_video qtMSpSbYZb4 · row qtMSpSbYZb4

LAION-DISCO-12M

Destruction Preventer

Listed as Sonata Arctica – Destruction Preventer (Ecliptica Revisited: 15th Anniversary Edition) · Watch on YouTube

youtube_video r0IYd6lsaAk · row r0IYd6lsaAk

LAION-DISCO-12M

San Sebastian

Listed as Sonata Arctica – San Sebastian (Acoustic Adventures - Volume Two) · Watch on YouTube

youtube_video sPQ7qGykhFs · row sPQ7qGykhFs

LAION-DISCO-12M

Running Lights

Listed as Sonata Arctica – Running Lights (Pariah's Child) · Watch on YouTube

youtube_video toxgr9wubhk · row toxgr9wubhk

LAION-DISCO-12M

My Land (2006 Remake)

Listed as Sonata Arctica – My Land (2006 Remake) (Best of Sonata Arctica) · Watch on YouTube

youtube_video u6b144ctwfE · row u6b144ctwfE

LAION-DISCO-12M

Zeroes

Listed as Sonata Arctica – Zeroes (The Days Of Grays) · Watch on YouTube

youtube_video uyGgM_yttzg · row uyGgM_yttzg

LAION-DISCO-12M

Half A Marathon Man

Listed as Sonata Arctica – Half A Marathon Man (Pariah's Child) · Watch on YouTube

youtube_video wP6ycFFv8-U · row wP6ycFFv8-U

LAION-DISCO-12M

White Pearl, Black Oceans (Live At Sonata Arctica Open Air)

Listed as Sonata Arctica – White Pearl, Black Oceans (Live At Sonata Arctica Open Air) (Live In Finland) · Watch on YouTube

youtube_video wRVEmbN11DA · row wRVEmbN11DA

LAION-DISCO-12M

Breathing

Listed as Sonata Arctica – Breathing (The Days Of Grays) · Watch on YouTube

youtube_video zzF0UQJ66V0 · row zzF0UQJ66V0

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.