Yes. Danny Elfman has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Drink Me (From "Alice in Wonderland"/Score), Happy, Clown Attack

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Drink Me (From "Alice in Wonderland"/Score)

Listed as Danny Elfman – Drink Me (From "Alice in Wonderland"/Score) (Alice in Wonderland) · Watch on YouTube

youtube_video 0Z9gglxLo8s · row 0Z9gglxLo8s

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Happy

Listed as Danny Elfman – Happy (Big Mess) · Watch on YouTube

youtube_video 1PGisFx_oWs · row 1PGisFx_oWs

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Clown Attack

Listed as Danny Elfman – Clown Attack (Batman (Original Motion Picture Score)) · Watch on YouTube

youtube_video 1rSqMAedN_8 · row 1rSqMAedN_8

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Loompa Land

Listed as Danny Elfman – Loompa Land (Charlie And The Chocolate Factory (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 4pW5rPOyPmY · row 4pW5rPOyPmY

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Desperate Housewives Theme

Listed as Danny Elfman – Desperate Housewives Theme (Desperate Housewives (TV Soundtrack)) · Watch on YouTube

youtube_video 6AD2OA1EYbk · row 6AD2OA1EYbk

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Final Confrontation

Listed as Danny Elfman – Final Confrontation (Spider-Man (Original Motion Picture Score)) · Watch on YouTube

youtube_video 6gT9XDArjTQ · row 6gT9XDArjTQ

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Alice Reprise #5 (From "Alice in Wonderland"/Score)

Listed as Danny Elfman – Alice Reprise #5 (From "Alice in Wonderland"/Score) (Alice in Wonderland) · Watch on YouTube

youtube_video 6lK-Vwlornk · row 6lK-Vwlornk

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End Credits

Listed as Batman Returns Soundtrack/Danny Elfman – End Credits (Batman Returns OMPST) · Watch on YouTube

youtube_video 8BqruUPiPdY · row 8BqruUPiPdY

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Multiverse of Madness

Listed as Danny Elfman – Multiverse of Madness (Doctor Strange in the Multiverse of Madness (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 8kfbKLbtgU8 · row 8kfbKLbtgU8

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Thing Follows Rowen

Listed as Danny Elfman, Chris Bacon – Thing Follows Rowen (Wednesday (Original Series Soundtrack)) · Watch on YouTube

youtube_video BcTSSBbOdsk · row BcTSSBbOdsk

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Beautiful New World / Home Sweet Home

Listed as Danny Elfman – Beautiful New World / Home Sweet Home (Edward Scissorhands) · Watch on YouTube

youtube_video Cgqe0ycHr_I · row Cgqe0ycHr_I

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After Midnight

Listed as Danny Elfman – After Midnight (Music From The Miramax Motion Picture Chicago) · Watch on YouTube

youtube_video DEW15l5eh8c · row DEW15l5eh8c

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End Credits

Listed as Danny Elfman – End Credits (Spider-Man (Original Motion Picture Score)) · Watch on YouTube

youtube_video Eo4YwqPmJvo · row Eo4YwqPmJvo

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It Only Makes Me Laugh

Listed as Danny Elfman – It Only Makes Me Laugh (So-Lo) · Watch on YouTube

youtube_video FdWM1k27liQ · row FdWM1k27liQ

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True

Listed as Danny Elfman, Trent Reznor – True (Bigger. Messier.) · Watch on YouTube

youtube_video G8m5soJGgYc · row G8m5soJGgYc

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Something's Different

Listed as Danny Elfman – Something's Different (Spider-Man (Original Motion Picture Score)) · Watch on YouTube

youtube_video Gvn3ytR__Zo · row Gvn3ytR__Zo

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Making Christmas

Listed as Danny Elfman – Making Christmas (Nightmare Before Christmas Special Edition) · Watch on YouTube

youtube_video J4OjAJ2JQAA · row J4OjAJ2JQAA

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Childhood Remembered

Listed as Danny Elfman – Childhood Remembered (Batman (Original Motion Picture Score)) · Watch on YouTube

youtube_video K4TgOc_0oIU · row K4TgOc_0oIU

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Batman to the Rescue

Listed as Danny Elfman – Batman to the Rescue (Batman (Original Motion Picture Score)) · Watch on YouTube

youtube_video L8Y4tiqB0w8 · row L8Y4tiqB0w8

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Roof Fight

Listed as Danny Elfman – Roof Fight (Batman (Original Motion Picture Score)) · Watch on YouTube

youtube_video M2heAOpjwB8 · row M2heAOpjwB8

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The Truth

Listed as Danny Elfman – The Truth (The Next Three Days (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video MVGU89F-w8k · row MVGU89F-w8k

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Doors (From "Alice in Wonderland"/Score)

Listed as Danny Elfman – Doors (From "Alice in Wonderland"/Score) (Alice in Wonderland) · Watch on YouTube

youtube_video Ml_dT3U8FLk · row Ml_dT3U8FLk

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Alice Decides (From "Alice in Wonderland"/Score)

Listed as Danny Elfman – Alice Decides (From "Alice in Wonderland"/Score) (Alice in Wonderland) · Watch on YouTube

youtube_video NPfep0vnLA8 · row NPfep0vnLA8

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Wonka's First Shop

Listed as Danny Elfman – Wonka's First Shop (Charlie And The Chocolate Factory (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video O2oYslBoAAM · row O2oYslBoAAM

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End Credit Suite

Listed as Danny Elfman – End Credit Suite (Charlie And The Chocolate Factory (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video OWhanA_4548 · row OWhanA_4548

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The Little Things (UNKLE Variation)

Listed as Danny Elfman, UNKLE – The Little Things (UNKLE Variation) (Wanted: Weapons of Fate - The Little Things (UNKLE Variation)) · Watch on YouTube

youtube_video PQ0AG4lpTMA · row PQ0AG4lpTMA

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To The Future!

Listed as Danny Elfman – To The Future! (Meet the Robinsons (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video Qa2_ZSnCd9A · row Qa2_ZSnCd9A

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Main Titles

Listed as Danny Elfman – Main Titles (Oz the Great and Powerful (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video QzXOGv3Vdsk · row QzXOGv3Vdsk

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Morticia and Wednesday

Listed as Danny Elfman – Morticia and Wednesday (Wednesday (Original Series Soundtrack)) · Watch on YouTube

youtube_video SASH4Zlcbyg · row SASH4Zlcbyg

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Dark Shadows Prologue (Uncut)

Listed as Danny Elfman – Dark Shadows Prologue (Uncut) (Dark Shadows (Original Score)) · Watch on YouTube

youtube_video UqOdgFbkHF0 · row UqOdgFbkHF0

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Main Titles

Listed as Danny Elfman – Main Titles (Sleepy Hollow (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video XzDdneyRxvE · row XzDdneyRxvE

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Freed

Listed as Danny Elfman – Freed (Fifty Shades Freed (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video Z6H7sdRkLT0 · row Z6H7sdRkLT0

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Bandersnatched (From "Alice in Wonderland"/Score)

Listed as Danny Elfman – Bandersnatched (From "Alice in Wonderland"/Score) (Alice in Wonderland) · Watch on YouTube

youtube_video _gkqr93uQjo · row _gkqr93uQjo

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Cool City

Listed as Danny Elfman – Cool City (So-Lo) · Watch on YouTube

youtube_video _kb7OUCTu-g · row _kb7OUCTu-g

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Castle On The Hill

Listed as Danny Elfman – Castle On The Hill (Edward Scissorhands) · Watch on YouTube

youtube_video dffrTq6-OP8 · row dffrTq6-OP8

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Selina Transforms (Pt. II)

Listed as Batman Returns Soundtrack/Danny Elfman – Selina Transforms (Pt. II) (Batman Returns OMPST) · Watch on YouTube

youtube_video dpzByIAs0BE · row dpzByIAs0BE

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Wolf Suite Pt 1

Listed as Danny Elfman – Wolf Suite Pt 1 (The Wolfman) · Watch on YouTube

youtube_video gGZ52omhDQI · row gGZ52omhDQI

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Death!

Listed as Danny Elfman – Death! (Edward Scissorhands) · Watch on YouTube

youtube_video gutyGs2DK8Q · row gutyGs2DK8Q

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Parade Attack

Listed as Danny Elfman – Parade Attack (Spider-Man (Original Motion Picture Score)) · Watch on YouTube

youtube_video hTp9AVJ4v0Y · row hTp9AVJ4v0Y

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Batman Theme Reprise

Listed as Danny Elfman – Batman Theme Reprise (Batman (Original Motion Picture Score)) · Watch on YouTube

youtube_video kerqD-t7OHs · row kerqD-t7OHs

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The Finale (Pt. I)

Listed as Batman Returns Soundtrack/Danny Elfman – The Finale (Pt. I) (Batman Returns OMPST) · Watch on YouTube

youtube_video lT9IwqveFVg · row lT9IwqveFVg

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Getting Through

Listed as Danny Elfman – Getting Through (Spider-Man (Original Motion Picture Score)) · Watch on YouTube

youtube_video nSAOhg59So8 · row nSAOhg59So8

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Armageddon / A Really Big Web!

Listed as Danny Elfman – Armageddon / A Really Big Web! (Spider-Man 2 Original Motion Picture Score) · Watch on YouTube

youtube_video o5MZSmWBYmo · row o5MZSmWBYmo

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Fireside Dance

Listed as Danny Elfman – Fireside Dance (Oz the Great and Powerful (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video qdrG4r5oDXE · row qdrG4r5oDXE

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The Cookie Factory

Listed as Danny Elfman – The Cookie Factory (Edward Scissorhands) · Watch on YouTube

youtube_video t9Os6Su8QX8 · row t9Os6Su8QX8

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Specter of the Goblin

Listed as Danny Elfman – Specter of the Goblin (Spider-Man (Original Motion Picture Score)) · Watch on YouTube

youtube_video v8ehXyqy_OE · row v8ehXyqy_OE

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The Bat Cave

Listed as Danny Elfman – The Bat Cave (Batman (Original Motion Picture Score)) · Watch on YouTube

youtube_video vrEgmKXRTh0 · row vrEgmKXRTh0

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End Credits (From "Hulk")

Listed as Danny Elfman – End Credits (From "Hulk") (Hulk (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video wIbYzyC95Po · row wIbYzyC95Po

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City Montage

Listed as Danny Elfman – City Montage (Spider-Man (Original Motion Picture Score)) · Watch on YouTube

youtube_video xPrbY84AwaU · row xPrbY84AwaU

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The End

Listed as Danny Elfman – The End (Edward Scissorhands) · Watch on YouTube

youtube_video z9FJAEEF4z4 · row z9FJAEEF4z4

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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.