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 Calling Grace, Echoes (feat. Torsten Stenzel), What Child Is This

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.

Calling Grace

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

youtube_video -5hpSjrBKbc · row -5hpSjrBKbc

LAION-DISCO-12M

Echoes (feat. Torsten Stenzel)

Listed as Outlanders, Tarja, Jennifer Batten – Echoes (feat. Torsten Stenzel) (Echoes) · Watch on YouTube

youtube_video -XnEvO9bEE8 · row -XnEvO9bEE8

LAION-DISCO-12M

What Child Is This

Listed as Tarja – What Child Is This (From Spirits and Ghosts (Score for a Dark Christmas) [Special Edition]) · Watch on YouTube

youtube_video 06yVkPKH6ks · row 06yVkPKH6ks

LAION-DISCO-12M

Sunset

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

youtube_video 1WAxcR_L7xM · row 1WAxcR_L7xM

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Never Too Far (feat. Torsten Stenzel)

Listed as Outlanders, Tarja, Mike Oldfield – Never Too Far (feat. Torsten Stenzel) (Outlanders) · Watch on YouTube

youtube_video 1qcDLlxmXXs · row 1qcDLlxmXXs

LAION-DISCO-12M

The Living End

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

youtube_video 2vTmGfAQ6vc · row 2vTmGfAQ6vc

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If You Believe (Piano Version)

Listed as Tarja – If You Believe (Piano Version) (Until My Last Breath) · Watch on YouTube

youtube_video 4H69rC3mlcs · row 4H69rC3mlcs

LAION-DISCO-12M

World in My Eyes (feat. Torsten Stenzel)

Listed as Outlanders, Tarja, Vernon Reid – World in My Eyes (feat. Torsten Stenzel) (World in My Eyes) · Watch on YouTube

youtube_video 4XsGn2EyXZ4 · row 4XsGn2EyXZ4

LAION-DISCO-12M

We Own This Sky (feat. Torsten Stenzel)

Listed as Outlanders, Tarja, Ron Bumblefoot Thal – We Own This Sky (feat. Torsten Stenzel) (We Own This Sky) · Watch on YouTube

youtube_video 6p0PMQjmat4 · row 6p0PMQjmat4

LAION-DISCO-12M

You Would Have Loved This

Listed as Tarja Turunen – You Would Have Loved This (Henkäys Ikuisuudesta (Jouluinen Platinapainos)) · Watch on YouTube

youtube_video 72RfkUsKSNc · row 72RfkUsKSNc

LAION-DISCO-12M

Shameless

Listed as Tarja – Shameless (The Brightest Void) · Watch on YouTube

youtube_video 8SaPPv5DO-s · row 8SaPPv5DO-s

LAION-DISCO-12M

Song to the Moon (Live)

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

youtube_video 9JnD9bjFlaQ · row 9JnD9bjFlaQ

LAION-DISCO-12M

Medusa (Tarja Solo Version)

Listed as Tarja – Medusa (Tarja Solo Version) (Left in the Dark) · Watch on YouTube

youtube_video 9KNayEq9wGc · row 9KNayEq9wGc

LAION-DISCO-12M

The Seer

Listed as Tarja – The Seer (My Winter Storm (15th Anniversary Edition)) · Watch on YouTube

youtube_video 9a_Rjj56GgQ · row 9a_Rjj56GgQ

LAION-DISCO-12M

Boy and the Ghost

Listed as Tarja – Boy and the Ghost (Act 1) · Watch on YouTube

youtube_video DRUavoUfppw · row DRUavoUfppw

LAION-DISCO-12M

Mystique Voyage (feat. Torsten Stenzel)

Listed as Outlanders, Tarja, Steve Rothery – Mystique Voyage (feat. Torsten Stenzel) (Outlanders) · Watch on YouTube

youtube_video GDvjJXAU8_w · row GDvjJXAU8_w

LAION-DISCO-12M

Witch Hunt

Listed as Tarja – Witch Hunt (The Brightest Void) · Watch on YouTube

youtube_video HGLpqbpdibc · row HGLpqbpdibc

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Ciaran's Well

Listed as Tarja – Ciaran's Well (Act 1) · Watch on YouTube

youtube_video Hqd7Grb0QwY · row Hqd7Grb0QwY

LAION-DISCO-12M

Together

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

youtube_video HsOIk3RNHP8 · row HsOIk3RNHP8

LAION-DISCO-12M

White Christmas

Listed as Tarja – White Christmas (Dark Christmas) · Watch on YouTube

youtube_video JY3jDnlkXJI · row JY3jDnlkXJI

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An Empty Dream

Listed as Tarja – An Empty Dream (The Brightest Void) · Watch on YouTube

youtube_video KVGdG9ocvrI · row KVGdG9ocvrI

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The Sleeping Indian (feat. Torsten Stenzel)

Listed as Outlanders, Tarja, Joe Satriani – The Sleeping Indian (feat. Torsten Stenzel) (The Sleeping Indian) · Watch on YouTube

youtube_video KlFEm8SDayE · row KlFEm8SDayE

LAION-DISCO-12M

Amazing Grace

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

youtube_video LSKtuTEGdH8 · row LSKtuTEGdH8

LAION-DISCO-12M

Rudolph the Red-Nosed Reindeer

Listed as Tarja – Rudolph the Red-Nosed Reindeer (Dark Christmas) · Watch on YouTube

youtube_video Lkjbjrb8kQg · row Lkjbjrb8kQg

LAION-DISCO-12M

Kuin henkäys ikuisuutta

Listed as Tarja Turunen – Kuin henkäys ikuisuutta (Henkäys Ikuisuudesta) · Watch on YouTube

youtube_video O9RIZjnEOKs · row O9RIZjnEOKs

LAION-DISCO-12M

1971 (feat. Torsten Stenzel)

Listed as Outlanders, Tarja, Walter Giardino – 1971 (feat. Torsten Stenzel) (Outlanders) · Watch on YouTube

youtube_video QhCFBCLx6gA · row QhCFBCLx6gA

LAION-DISCO-12M

The Escape Of The Doll

Listed as Tarja – The Escape Of The Doll (My Winter Storm) · Watch on YouTube

youtube_video SSa8IKmqJDY · row SSa8IKmqJDY

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Ave Maria

Listed as Raskasta Joulua, Marco Hietala, Tarja Turunen – Ave Maria (Raskasta Joulua IV) · Watch on YouTube

youtube_video U4DVUs6jJyg · row U4DVUs6jJyg

LAION-DISCO-12M

Calling from the Wild

Listed as Tarja – Calling from the Wild (The Shadow Self) · Watch on YouTube

youtube_video VYUueX1EHN4 · row VYUueX1EHN4

LAION-DISCO-12M

Ave Maria

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

youtube_video WQG4bBnes-I · row WQG4bBnes-I

LAION-DISCO-12M

Montañas de Silencio

Listed as Tarja – Montañas de Silencio (Underneath) · Watch on YouTube

youtube_video _r5pMaRPcoM · row _r5pMaRPcoM

LAION-DISCO-12M

Wonderful Christmastime

Listed as Tarja – Wonderful Christmastime (Dark Christmas) · Watch on YouTube

youtube_video aaygQ5auwU8 · row aaygQ5auwU8

LAION-DISCO-12M

Die Alive (Live)

Listed as Tarja – Die Alive (Live) (Act II (Live)) · Watch on YouTube

youtube_video cmsKvQBV20U · row cmsKvQBV20U

LAION-DISCO-12M

Underneath

Listed as Tarja – Underneath (Act 1) · Watch on YouTube

youtube_video eeA9EJxhx88 · row eeA9EJxhx88

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Angels We Have Heard on High

Listed as Tarja – Angels We Have Heard on High (Dark Christmas) · Watch on YouTube

youtube_video etYvW3VJn2w · row etYvW3VJn2w

LAION-DISCO-12M

Last Christmas

Listed as Tarja – Last Christmas (Dark Christmas) · Watch on YouTube

youtube_video fKFxtoN9Zg8 · row fKFxtoN9Zg8

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If You Believe

Listed as Tarja – If You Believe (What Lies Beneath (Special Edition 2024)) · Watch on YouTube

youtube_video lDOfhUewJE8 · row lDOfhUewJE8

LAION-DISCO-12M

The Living End (Live at Metal Church)

Listed as Tarja – The Living End (Live at Metal Church) (Rocking Heels (Live at Metal Church)) · Watch on YouTube

youtube_video mAKXO64XdNI · row mAKXO64XdNI

LAION-DISCO-12M

A Peaceful Place (Return to the Oasis) (feat. Torsten Stenzel)

Listed as Outlanders, Tarja, Walter Giardino – A Peaceful Place (Return to the Oasis) (feat. Torsten Stenzel) (A Peaceful Place (Return to the Oasis)) · Watch on YouTube

youtube_video nXFRdKaKWh4 · row nXFRdKaKWh4

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Your Heaven and Your Hell (feat. Michael Monroe)

Listed as Tarja – Your Heaven and Your Hell (feat. Michael Monroe) (The Brightest Void) · Watch on YouTube

youtube_video q8du5unKfR8 · row q8du5unKfR8

LAION-DISCO-12M

The Crying Moon

Listed as Tarja – The Crying Moon (What Lies Beneath (Special Edition 2024)) · Watch on YouTube

youtube_video qaZPI_Qbx5o · row qaZPI_Qbx5o

LAION-DISCO-12M

Naiad

Listed as Tarja – Naiad (Act 1) · Watch on YouTube

youtube_video t-tSFaA87wk · row t-tSFaA87wk

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Seeking For The Reign

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

youtube_video uZAEPfnWfNA · row uZAEPfnWfNA

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House of Wax

Listed as Tarja – House of Wax (The Brightest Void) · Watch on YouTube

youtube_video vvu0dcuKQZ8 · row vvu0dcuKQZ8

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Wisdom Of Wind

Listed as Tarja – Wisdom Of Wind (My Winter Storm (15th Anniversary Edition)) · Watch on YouTube

youtube_video wygUoY3j8Nc · row wygUoY3j8Nc

LAION-DISCO-12M

Outlanders (Deutsche Version) (feat. Torsten Stenzel)

Listed as Outlanders, Tarja, Walter Giardino – Outlanders (Deutsche Version) (feat. Torsten Stenzel) (Never Too Far) · Watch on YouTube

youtube_video yLwiseJOSWI · row yLwiseJOSWI

LAION-DISCO-12M

Lucid Dreamer (Demo)

Listed as Tarja – Lucid Dreamer (Demo) (Left in the Dark) · Watch on YouTube

youtube_video zG2pw8lAXiw · row zG2pw8lAXiw

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Goldfinger

Listed as Tarja – Goldfinger (The Brightest Void) · Watch on YouTube

youtube_video zOHkscjmYMQ · row zOHkscjmYMQ

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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.