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 Outlanders (feat. Torsten Stenzel), Wishmaster (Live), Spirit of the Sea

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.

Outlanders (feat. Torsten Stenzel)

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

youtube_video -VQyFB41c2Y · row -VQyFB41c2Y

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Wishmaster (Live)

Listed as Tarja – Wishmaster (Live) (Luna Park Ride (Live)) · Watch on YouTube

youtube_video 0LWMNDqMk6g · row 0LWMNDqMk6g

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Spirit of the Sea

Listed as Tarja – Spirit of the Sea (In the Raw) · Watch on YouTube

youtube_video 1I3biKlfZzo · row 1I3biKlfZzo

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Into the Sun

Listed as Tarja – Into the Sun (Left in the Dark) · Watch on YouTube

youtube_video 279iroQh2FM · row 279iroQh2FM

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Frosty the Snowman

Listed as Tarja – Frosty the Snowman (Dark Christmas) · Watch on YouTube

youtube_video 3DqNT4GC52M · row 3DqNT4GC52M

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The Archive of Lost Dreams

Listed as Tarja – The Archive of Lost Dreams (What Lies Beneath (Special Edition 2024)) · Watch on YouTube

youtube_video 60aW1lSxBlM · row 60aW1lSxBlM

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Too Many

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

youtube_video 6_Ffix2IzOc · row 6_Ffix2IzOc

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Still of the Night (feat. Toni Turunen & Timo Turunen)

Listed as Tarja – Still of the Night (feat. Toni Turunen & Timo Turunen) (What Lies Beneath (Special Edition 2024)) · Watch on YouTube

youtube_video 8-5aN3QaCo8 · row 8-5aN3QaCo8

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Jingle Bell Rock

Listed as Tarja – Jingle Bell Rock (Dark Christmas) · Watch on YouTube

youtube_video Aru8lTLkyXY · row Aru8lTLkyXY

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Trust (Live at Metal Church)

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

youtube_video CVtW26yv9lc · row CVtW26yv9lc

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O Come, O Come, Emmanuel

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

youtube_video EPXcVXvESXY · row EPXcVXvESXY

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Enough

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

youtube_video Ees7vKrDjUE · row Ees7vKrDjUE

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O mio babbino caro (Live)

Listed as Tarja Turunen, Giacomo Puccini – O mio babbino caro (Live) (Beauty & the Beat (Live)) · Watch on YouTube

youtube_video FHHhGNkuU6M · row FHHhGNkuU6M

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Falling Awake

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

youtube_video FhZZcFFIfk0 · row FhZZcFFIfk0

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Jingle Bells

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

youtube_video G6HB41E2lmE · row G6HB41E2lmE

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You and I

Listed as Tarja – You and I (In the Raw) · Watch on YouTube

youtube_video GerZ5_3AR3M · row GerZ5_3AR3M

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Victim of Ritual (Live at Woodstock)

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

youtube_video HD4BP54RoBM · row HD4BP54RoBM

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Mystique Voyage

Listed as Tarja – Mystique Voyage (Best of: Living the Dream (Tarja's Personal Favourites)) · Watch on YouTube

youtube_video I72njgfMP4U · row I72njgfMP4U

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Always with Me, Always with You (Live at Metal Church)

Listed as Tarja – Always with Me, Always with You (Live at Metal Church) (Rocking Heels (Live at Metal Church)) · Watch on YouTube

youtube_video OQmlpR1T_Go · row OQmlpR1T_Go

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Dark Christmas

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

youtube_video P6phMB65YhA · row P6phMB65YhA

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Afterlife (Live at Metal Church)

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

youtube_video Pw1OP95kjl8 · row Pw1OP95kjl8

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My Little Phoenix

Listed as Tarja – My Little Phoenix (Act 1) · Watch on YouTube

youtube_video RPpbE8KWd28 · row RPpbE8KWd28

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Still of the Night

Listed as Tarja – Still of the Night (Act 1) · Watch on YouTube

youtube_video TECKD2YY_iI · row TECKD2YY_iI

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Ciarán's Well

Listed as Tarja – Ciarán's Well (My Winter Storm) · Watch on YouTube

youtube_video TbEQAAUmDP8 · row TbEQAAUmDP8

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Feliz Navidad

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

youtube_video UUpQwjoryM0 · row UUpQwjoryM0

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In for a Kill

Listed as Tarja – In for a Kill (What Lies Beneath (Special Edition 2024)) · Watch on YouTube

youtube_video VeYTBMBhCYI · row VeYTBMBhCYI

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We Are

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

youtube_video WQxINKDh8g0 · row WQxINKDh8g0

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Ave Maria (Live at Metal Church)

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

youtube_video YQyiz4N3RYo · row YQyiz4N3RYo

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Deliverance

Listed as Tarja – Deliverance (Best of: Living the Dream (Tarja's Personal Favourites)) · Watch on YouTube

youtube_video _P2YWjHqS0M · row _P2YWjHqS0M

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Rivers of Lust

Listed as Tarja – Rivers of Lust (What Lies Beneath (Special Edition 2024)) · Watch on YouTube

youtube_video cvDbhAXOwoM · row cvDbhAXOwoM

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All I Want for Christmas Is You

Listed as Tarja – All I Want for Christmas Is You (Dark Christmas) · Watch on YouTube

youtube_video eiT5oeh309Y · row eiT5oeh309Y

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Undertaker

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

youtube_video fc4-GjL_Z7g · row fc4-GjL_Z7g

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Falling Awake (feat. Joe Satriani)

Listed as Tarja – Falling Awake (feat. Joe Satriani) (What Lies Beneath (Special Edition 2024)) · Watch on YouTube

youtube_video gQTS89BGcrY · row gQTS89BGcrY

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Little Lies

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

youtube_video gVJLMzxLPQY · row gVJLMzxLPQY

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Silent Masquerade (feat. Tommy Karevik)

Listed as Tarja – Silent Masquerade (feat. Tommy Karevik) (In the Raw) · Watch on YouTube

youtube_video glul-8cHzNM · row glul-8cHzNM

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Oasis / The Archive of Lost Dreams

Listed as Tarja – Oasis / The Archive of Lost Dreams (Act 1) · Watch on YouTube

youtube_video hV-APD9R-FI · row hV-APD9R-FI

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Eagle Eye

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

youtube_video i3T_T-tDGh4 · row i3T_T-tDGh4

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In for a Kill

Listed as Tarja – In for a Kill (Act 1) · Watch on YouTube

youtube_video jYa89ttPLn0 · row jYa89ttPLn0

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Alias (Live at Metal Church)

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

youtube_video kR9Uf_72fE8 · row kR9Uf_72fE8

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Damned And Divine

Listed as Tarja – Damned And Divine (My Winter Storm) · Watch on YouTube

youtube_video m8AOa4QYUwU · row m8AOa4QYUwU

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Eagle Eye (feat. Chad Smith)

Listed as Tarja – Eagle Eye (feat. Chad Smith) (The Brightest Void) · Watch on YouTube

youtube_video mN62MCFiU7A · row mN62MCFiU7A

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Serene

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

youtube_video mg9KVzXxsp4 · row mg9KVzXxsp4

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Ave Maria

Listed as Tarja Turunen – Ave Maria (Henkäys Ikuisuudesta) · Watch on YouTube

youtube_video nWq-fznvJ6w · row nWq-fznvJ6w

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Nemo

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

youtube_video oSsrwZ-OSQE · row oSsrwZ-OSQE

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Our Great Divide

Listed as Tarja – Our Great Divide (My Winter Storm) · Watch on YouTube

youtube_video pdZjvjUUqkc · row pdZjvjUUqkc

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The Golden Chamber: Awaken / Loputon Yö / Alchemy

Listed as Tarja – The Golden Chamber: Awaken / Loputon Yö / Alchemy (In the Raw) · Watch on YouTube

youtube_video reA27ZEPmIA · row reA27ZEPmIA

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Until My Last Breath

Listed as Tarja – Until My Last Breath (Act 1) · Watch on YouTube

youtube_video vKYh4UpP7sY · row vKYh4UpP7sY

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Underneath (Radio Version)

Listed as Tarja – Underneath (Radio Version) (Underneath) · Watch on YouTube

youtube_video w4Vf_DAdhHg · row w4Vf_DAdhHg

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Crimson Deep

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

youtube_video xDr_iJn6Sj4 · row xDr_iJn6Sj4

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The First Noel

Listed as Tarja – The First Noel (Dark Christmas) · Watch on YouTube

youtube_video yLfGIK5_s_M · row yLfGIK5_s_M

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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.