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 Shamandalie, The End Of This Chapter, Abandoned, Pleased, Brainwashed, Exploited

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.

Shamandalie

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

youtube_video -_3uhYCBMM0 · row -_3uhYCBMM0

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The End Of This Chapter

Listed as Sonata Arctica – The End Of This Chapter (Silence) · Watch on YouTube

youtube_video 1fvgjGragPY · row 1fvgjGragPY

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Abandoned, Pleased, Brainwashed, Exploited

Listed as Sonata Arctica – Abandoned, Pleased, Brainwashed, Exploited (Winterheart's Guild) · Watch on YouTube

youtube_video 7NUh_cX6xU0 · row 7NUh_cX6xU0

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I Have A Right

Listed as Sonata Arctica – I Have A Right (Stones Grow Her Name) · Watch on YouTube

youtube_video 9AsQgU1gtDk · row 9AsQgU1gtDk

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Gravenimage

Listed as Sonata Arctica – Gravenimage (Winterheart's Guild) · Watch on YouTube

youtube_video 9nlurg2phSw · row 9nlurg2phSw

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Tallulah

Listed as Sonata Arctica – Tallulah (Silence) · Watch on YouTube

youtube_video Bpz8PZXLD54 · row Bpz8PZXLD54

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Ain't Your Fairytale

Listed as Sonata Arctica – Ain't Your Fairytale (Reckoning Night) · Watch on YouTube

youtube_video G4Ohsyp4AAY · row G4Ohsyp4AAY

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Dark Empath

Listed as Sonata Arctica – Dark Empath (Clear Cold Beyond) · Watch on YouTube

youtube_video I_aQCA02dVw · row I_aQCA02dVw

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The Misery

Listed as Sonata Arctica – The Misery (Winterheart's Guild) · Watch on YouTube

youtube_video JMwZiXQEyBw · row JMwZiXQEyBw

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Victoria's Secret

Listed as Sonata Arctica – Victoria's Secret (Winterheart's Guild) · Watch on YouTube

youtube_video JkhC-l3Eoc0 · row JkhC-l3Eoc0

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My Selene

Listed as Sonata Arctica – My Selene (Reckoning Night) · Watch on YouTube

youtube_video K4d8-lHI8lY · row K4d8-lHI8lY

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Peacemaker

Listed as Sonata Arctica – Peacemaker (Silence) · Watch on YouTube

youtube_video Kdoaf3ECOrk · row Kdoaf3ECOrk

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Destruction Preventer

Listed as Sonata Arctica – Destruction Preventer (Ecliptica (International Version)) · Watch on YouTube

youtube_video KfwQXo0eqMg · row KfwQXo0eqMg

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Angel Defiled

Listed as Sonata Arctica – Angel Defiled (Clear Cold Beyond) · Watch on YouTube

youtube_video L8j-Rxae5F8 · row L8j-Rxae5F8

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Picturing the Past

Listed as Sonata Arctica – Picturing the Past (Ecliptica (International Version)) · Watch on YouTube

youtube_video Lk5SUnnknTs · row Lk5SUnnknTs

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Mary-Lou

Listed as Sonata Arctica – Mary-Lou (Ecliptica) · Watch on YouTube

youtube_video NwB4TRil1-M · row NwB4TRil1-M

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Wolf & Raven

Listed as Sonata Arctica – Wolf & Raven (Silence) · Watch on YouTube

youtube_video O2KVVsnXhxg · row O2KVVsnXhxg

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Kingdom For A Heart

Listed as Sonata Arctica – Kingdom For A Heart (Ecliptica (International Version)) · Watch on YouTube

youtube_video PeZFblZzLlc · row PeZFblZzLlc

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Shy

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

youtube_video Shwe7ME-oGk · row Shwe7ME-oGk

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Broken

Listed as Sonata Arctica – Broken (Winterheart's Guild) · Watch on YouTube

youtube_video T1IIN9fNOlg · row T1IIN9fNOlg

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Fullmoon

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

youtube_video Tt8eBaSusX8 · row Tt8eBaSusX8

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Mary-Lou (Acoustic Version)

Listed as Sonata Arctica – Mary-Lou (Acoustic Version) (Takatalvi) · Watch on YouTube

youtube_video YpMxcOze4tA · row YpMxcOze4tA

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San Sebastian

Listed as Sonata Arctica – San Sebastian (Takatalvi) · Watch on YouTube

youtube_video ZhETi8XwONk · row ZhETi8XwONk

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No Dream Can Heal A Broken Heart

Listed as Sonata Arctica – No Dream Can Heal A Broken Heart (The Days Of Grays) · Watch on YouTube

youtube_video aodH7yfVawc · row aodH7yfVawc

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Letter To Dana

Listed as Sonata Arctica – Letter To Dana (Ecliptica (International Version)) · Watch on YouTube

youtube_video bD3EDm8DCsQ · row bD3EDm8DCsQ

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Sing In Silence

Listed as Sonata Arctica – Sing In Silence (Silence) · Watch on YouTube

youtube_video ezRa18JZwBI · row ezRa18JZwBI

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Don't Say A Word

Listed as Sonata Arctica – Don't Say A Word (Reckoning Night) · Watch on YouTube

youtube_video fLmr-D9xEoU · row fLmr-D9xEoU

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Blank File

Listed as Sonata Arctica – Blank File (Ecliptica (International Version)) · Watch on YouTube

youtube_video fV0p5jKQB9I · row fV0p5jKQB9I

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False News Travel Fast

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

youtube_video gepAIzfRyBs · row gepAIzfRyBs

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Weballergy

Listed as Sonata Arctica – Weballergy (Silence) · Watch on YouTube

youtube_video hdBYa_GAE2A · row hdBYa_GAE2A

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I Want Out

Listed as Sonata Arctica – I Want Out (Takatalvi) · Watch on YouTube

youtube_video huPXtGDv2oY · row huPXtGDv2oY

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San Sebastian (Revisited)

Listed as Sonata Arctica – San Sebastian (Revisited) (Silence) · Watch on YouTube

youtube_video i3ovur9px8c · row i3ovur9px8c

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Flag In The Ground

Listed as Sonata Arctica – Flag In The Ground (The Last Amazing Grays) · Watch on YouTube

youtube_video knRrpXgyekc · row knRrpXgyekc

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FullMoon

Listed as Sonata Arctica – FullMoon (Ecliptica (International Version)) · Watch on YouTube

youtube_video kymmZXYhovU · row kymmZXYhovU

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The Wind Beneath My Wings

Listed as Sonata Arctica – The Wind Beneath My Wings (Takatalvi) · Watch on YouTube

youtube_video kzapwP5Z9kA · row kzapwP5Z9kA

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Fade to Black

Listed as Sonata Arctica – Fade to Black (Takatalvi) · Watch on YouTube

youtube_video mkQ8-2z8Rlw · row mkQ8-2z8Rlw

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My Land

Listed as Sonata Arctica – My Land (Ecliptica (International Version)) · Watch on YouTube

youtube_video nYhh0yrCWVc · row nYhh0yrCWVc

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The Power Of One

Listed as Sonata Arctica – The Power Of One (Silence) · Watch on YouTube

youtube_video o7E4EnHQLfQ · row o7E4EnHQLfQ

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First In Line

Listed as Sonata Arctica – First In Line (First In Line) · Watch on YouTube

youtube_video oVCXqTZ19Kk · row oVCXqTZ19Kk

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California

Listed as Sonata Arctica – California (Clear Cold Beyond) · Watch on YouTube

youtube_video pxoPvRGVECI · row pxoPvRGVECI

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Replica

Listed as Sonata Arctica – Replica (Ecliptica (International Version)) · Watch on YouTube

youtube_video qt7i9VGShZs · row qt7i9VGShZs

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The Cage

Listed as Sonata Arctica – The Cage (Winterheart's Guild) · Watch on YouTube

youtube_video sPGv2dbBmeY · row sPGv2dbBmeY

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Last Drop Falls

Listed as Sonata Arctica – Last Drop Falls (Silence) · Watch on YouTube

youtube_video sgO6y4MhOQw · row sgO6y4MhOQw

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Life

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

youtube_video uLP3GV_lFpo · row uLP3GV_lFpo

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White Pearl, Black Oceans

Listed as Sonata Arctica – White Pearl, Black Oceans (Reckoning Night) · Watch on YouTube

youtube_video uzxsxW0wBDA · row uzxsxW0wBDA

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8th Commandment

Listed as Sonata Arctica – 8th Commandment (Ecliptica (International Version)) · Watch on YouTube

youtube_video yE8Lrxgh9kc · row yE8Lrxgh9kc

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Silver Tongue

Listed as Sonata Arctica – Silver Tongue (Winterheart's Guild) · Watch on YouTube

youtube_video y_Mz3b6_j0c · row y_Mz3b6_j0c

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Black Sheep

Listed as Sonata Arctica – Black Sheep (Silence) · Watch on YouTube

youtube_video yvV5pGylNMY · row yvV5pGylNMY

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Paid In Full

Listed as Sonata Arctica – Paid In Full (Unia) · Watch on YouTube

youtube_video zYVjcpu18e8 · row zYVjcpu18e8

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Still Loving You

Listed as Sonata Arctica – Still Loving You (Takatalvi) · Watch on YouTube

youtube_video zrYMcIQUyTM · row zrYMcIQUyTM

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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.

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.