Yes. Tarja has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Vermilion Pt. 2 (Live at Metal Church), Ave Maria, I Walk Alone

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Vermilion Pt. 2 (Live at Metal Church)

Listed as Tarja – Vermilion Pt. 2 (Live at Metal Church) (Rocking Heels (Live at Metal Church)) · Watch on YouTube

youtube_video -xhTqp9De5Q · row -xhTqp9De5Q

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Ave Maria

Listed as Tarja Turunen, Kalevi Kiviniemi, Kirsi Kiviharju – Ave Maria (Ave Maria - En Plein Air) · Watch on YouTube

youtube_video 2JK6PEg4O3c · row 2JK6PEg4O3c

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I Walk Alone

Listed as Tarja – I Walk Alone (My Winter Storm) · Watch on YouTube

youtube_video 8WGCGt1Fq7A · row 8WGCGt1Fq7A

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Die Alive

Listed as Tarja – Die Alive (My Winter Storm) · Watch on YouTube

youtube_video CSizWvpxAvU · row CSizWvpxAvU

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Love to Hate

Listed as Tarja – Love to Hate (The Shadow Self) · Watch on YouTube

youtube_video E5tt50tXlOI · row E5tt50tXlOI

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You and I (Band Version)

Listed as Tarja – You and I (Band Version) (Extra Raw) · Watch on YouTube

youtube_video GHHxCGzrWJY · row GHHxCGzrWJY

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Sleeping Sun (Live at Metal Church)

Listed as Tarja – Sleeping Sun (Live at Metal Church) (Rocking Heels (Live at Metal Church)) · Watch on YouTube

youtube_video HkNSoc4Fh9w · row HkNSoc4Fh9w

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Poison

Listed as Tarja – Poison (My Winter Storm) · Watch on YouTube

youtube_video JP-eE98FAYw · row JP-eE98FAYw

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Into the Sun (Radio Edit (Live))

Listed as Tarja Turunen – Into the Sun (Radio Edit (Live)) (Into the Sun (Radio Edit) (Live)) · Watch on YouTube

youtube_video JVOtpBQ8RAM · row JVOtpBQ8RAM

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Lost Northern Star

Listed as Tarja – Lost Northern Star (My Winter Storm) · Watch on YouTube

youtube_video JWE3BAFUAW8 · row JWE3BAFUAW8

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No Bitter End

Listed as Tarja – No Bitter End (The Brightest Void) · Watch on YouTube

youtube_video KFxfDjHm5Fg · row KFxfDjHm5Fg

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Falling Awake (feat. Jason Hook)

Listed as Tarja – Falling Awake (feat. Jason Hook) (Falling Awake) · Watch on YouTube

youtube_video MKQADb8ncBw · row MKQADb8ncBw

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I Feel Immortal (Radio Remix)

Listed as Tarja – I Feel Immortal (Radio Remix) (I Feel Immortal) · Watch on YouTube

youtube_video NJRgIoDa4qg · row NJRgIoDa4qg

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The Cruellest Goodbye (feat. Torsten Stenzel)

Listed as Outlanders, Tarja, Al Di Meola – The Cruellest Goodbye (feat. Torsten Stenzel) (The Cruellest Goodbye) · Watch on YouTube

youtube_video R43pNs6GLsc · row R43pNs6GLsc

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Shadow Play

Listed as Tarja – Shadow Play (In the Raw) · Watch on YouTube

youtube_video RO63fc5qj_o · row RO63fc5qj_o

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Sing For Me

Listed as Tarja – Sing For Me (My Winter Storm) · Watch on YouTube

youtube_video R_wch83dnTY · row R_wch83dnTY

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Oasis

Listed as Tarja – Oasis (My Winter Storm) · Watch on YouTube

youtube_video Sb8FRAOkd28 · row Sb8FRAOkd28

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Led Zeppelin Medley (Live)

Listed as Tarja Turunen – Led Zeppelin Medley (Live) (Beauty & the Beat (Live)) · Watch on YouTube

youtube_video T3l7Ne-27IA · row T3l7Ne-27IA

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The Unforgiven (Live at Metal Church)

Listed as Tarja – The Unforgiven (Live at Metal Church) (The Unforgiven (Live)) · Watch on YouTube

youtube_video V54ct7gilnw · row V54ct7gilnw

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O Tannenbaum

Listed as Tarja – O Tannenbaum (From Spirits and Ghosts (Score for a Dark Christmas) [Special Edition]) · Watch on YouTube

youtube_video W8btHlPx24c · row W8btHlPx24c

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Crimson Deep

Listed as Tarja – Crimson Deep (What Lies Beneath (Special Edition 2024)) · Watch on YouTube

youtube_video Y1re69G9hkM · row Y1re69G9hkM

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The Phantom of the Opera

Listed as Tarja – The Phantom of the Opera (Act 1) · Watch on YouTube

youtube_video YDsVgyvz18U · row YDsVgyvz18U

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Demons in You (feat. Alissa White-Gluz)

Listed as Tarja – Demons in You (feat. Alissa White-Gluz) (The Shadow Self) · Watch on YouTube

youtube_video YINrjULi-HE · row YINrjULi-HE

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Innocence

Listed as Tarja – Innocence (The Shadow Self) · Watch on YouTube

youtube_video ZVTaBKtKKaQ · row ZVTaBKtKKaQ

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O Holy Night

Listed as Tarja – O Holy Night (Dark Christmas) · Watch on YouTube

youtube_video _foPNOJ9z4Q · row _foPNOJ9z4Q

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Tears in Rain

Listed as Tarja – Tears in Rain (In the Raw) · Watch on YouTube

youtube_video _mzc6ZGfSbY · row _mzc6ZGfSbY

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Dead Promises (Single Version)

Listed as Tarja – Dead Promises (Single Version) (Extra Raw) · Watch on YouTube

youtube_video aUzxlY6aiYw · row aUzxlY6aiYw

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The Reign

Listed as Tarja – The Reign (My Winter Storm) · Watch on YouTube

youtube_video aenfmDctRIY · row aenfmDctRIY

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Railroads

Listed as Tarja – Railroads (In the Raw) · Watch on YouTube

youtube_video bb6hJh3Gbi4 · row bb6hJh3Gbi4

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Eye of the Storm (Single Version)

Listed as Tarja – Eye of the Storm (Single Version) (Eye of the Storm) · Watch on YouTube

youtube_video c0hSwr__OLQ · row c0hSwr__OLQ

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Swanheart (Live)

Listed as Tarja Turunen – Swanheart (Live) (Beauty & the Beat (Live)) · Watch on YouTube

youtube_video cx0nX70t8YM · row cx0nX70t8YM

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Land of Sea and Sun (feat. Torsten Stenzel)

Listed as Outlanders, Tarja, Marty Friedman – Land of Sea and Sun (feat. Torsten Stenzel) (Land of Sea and Sun) · Watch on YouTube

youtube_video dKN6FIvyhqw · row dKN6FIvyhqw

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Goodbye Stranger (feat. Cristina Scabbia)

Listed as Tarja – Goodbye Stranger (feat. Cristina Scabbia) (In the Raw) · Watch on YouTube

youtube_video f1te50Ohi0o · row f1te50Ohi0o

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Anteroom of Death (feat. Van Canto)

Listed as Tarja – Anteroom of Death (feat. Van Canto) (What Lies Beneath (Special Edition 2024)) · Watch on YouTube

youtube_video g8hafl49cTM · row g8hafl49cTM

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Dark Star (Single Version)

Listed as Tarja – Dark Star (Single Version) (Dark Star) · Watch on YouTube

youtube_video gxc7MwVBfo0 · row gxc7MwVBfo0

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Ohne Dich (Live at Metal Church)

Listed as Tarja – Ohne Dich (Live at Metal Church) (Rocking Heels (Live at Metal Church)) · Watch on YouTube

youtube_video ieX0txh6WLA · row ieX0txh6WLA

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500 Letters

Listed as Tarja – 500 Letters (500 Letters) · Watch on YouTube

youtube_video j7YFFRJ-HAA · row j7YFFRJ-HAA

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Supremacy

Listed as Tarja – Supremacy (The Shadow Self) · Watch on YouTube

youtube_video jV4bCb5n6gQ · row jV4bCb5n6gQ

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Never Enough

Listed as Tarja – Never Enough (Never Enough) · Watch on YouTube

youtube_video jXJwtbWvR48 · row jXJwtbWvR48

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Closer to the Sky (feat. Torsten Stenzel)

Listed as Outlanders, Tarja, Trevor Rabin – Closer to the Sky (feat. Torsten Stenzel) (Closer to the Sky) · Watch on YouTube

youtube_video mK-SwQ9lMvA · row mK-SwQ9lMvA

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Tired Of Being Alone

Listed as Schiller, Tarja Turunen – Tired Of Being Alone (Tag und Nacht) · Watch on YouTube

youtube_video mZ_6IHcFFBM · row mZ_6IHcFFBM

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Undertaker (Live)

Listed as Tarja – Undertaker (Live) (Undertaker) · Watch on YouTube

youtube_video nZW0piVXbX8 · row nZW0piVXbX8

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Until My Last Breath (Single Version)

Listed as Tarja – Until My Last Breath (Single Version) (Until My Last Breath) · Watch on YouTube

youtube_video oWCtcA4I5u4 · row oWCtcA4I5u4

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Diva

Listed as Tarja – Diva (The Shadow Self) · Watch on YouTube

youtube_video pq-gUh0dC_s · row pq-gUh0dC_s

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Naiad (feat. Marzi Nyman)

Listed as Tarja – Naiad (feat. Marzi Nyman) (What Lies Beneath (Special Edition 2024)) · Watch on YouTube

youtube_video qOQi_Rehz1g · row qOQi_Rehz1g

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Victim of Ritual

Listed as Tarja – Victim of Ritual (Victim of Ritual (Live)) · Watch on YouTube

youtube_video rU5J7A8fNPw · row rU5J7A8fNPw

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Minor Heaven

Listed as Tarja – Minor Heaven (My Winter Storm) · Watch on YouTube

youtube_video wJn8ws2424g · row wJn8ws2424g

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Numb (Live at Metal Church)

Listed as Tarja – Numb (Live at Metal Church) (Numb (Live)) · Watch on YouTube

youtube_video wp0HZ0NTKDY · row wp0HZ0NTKDY

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My Little Phoenix

Listed as Tarja – My Little Phoenix (My Winter Storm) · Watch on YouTube

youtube_video xBd52Zwc4O8 · row xBd52Zwc4O8

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Boy And The Ghost

Listed as Tarja – Boy And The Ghost (My Winter Storm) · Watch on YouTube

youtube_video xvuEbm7GT8c · row xvuEbm7GT8c

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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.