Yes. Ace of Base has 154 songs listed in a dataset used to train AI music models.

Used for training 154

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 The Golden Ratio, All That She Wants (Afterhours Mix) (feat. HANÎ, Isaiah Martin & Save The Robot), All That She Wants (A Spitzenklasse Remix)

Listed under the artist name 154 songs in LAION-DISCO-12M

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

The Golden Ratio

Listed as Ace of Base – The Golden Ratio (The Golden Ratio) · Watch on YouTube

youtube_video -mk7N8f2pBA · row -mk7N8f2pBA

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All That She Wants (Afterhours Mix) (feat. HANÎ, Isaiah Martin & Save The Robot)

Listed as Ace of Base – All That She Wants (Afterhours Mix) (feat. HANÎ, Isaiah Martin & Save The Robot) (All That She Wants (Afterhours Mix)) · Watch on YouTube

youtube_video 0wNe7yCgQaE · row 0wNe7yCgQaE

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All That She Wants (A Spitzenklasse Remix)

Listed as Ace of Base – All That She Wants (A Spitzenklasse Remix) (All That She Wants (A Spitzenklasse Remix)) · Watch on YouTube

youtube_video 2GOVhcIBK4M · row 2GOVhcIBK4M

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He Decides

Listed as Ace of Base – He Decides (Flowers) · Watch on YouTube

youtube_video 5cgZ6IXluCs · row 5cgZ6IXluCs

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Perfect World

Listed as Ace of Base – Perfect World (The Bridge) · Watch on YouTube

youtube_video 6P9lAdiX474 · row 6P9lAdiX474

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Go Go Go

Listed as Ace of Base – Go Go Go (Hidden Gems) · Watch on YouTube

youtube_video 9GdmjldQLhs · row 9GdmjldQLhs

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Dimension of Depth

Listed as Ace of Base – Dimension of Depth (Happy Nation) · Watch on YouTube

youtube_video 9fKzWLlePNk · row 9fKzWLlePNk

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Wheel of Fortune (2009)

Listed as Ace of Base – Wheel of Fortune (2009) (Wheel of Fortune (The Remixes)) · Watch on YouTube

youtube_video Ao4uNT1u1_M · row Ao4uNT1u1_M

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Hallo Hallo

Listed as Ace of Base – Hallo Hallo (Hallo Hallo (The Remixes)) · Watch on YouTube

youtube_video E0CbT5eruCE · row E0CbT5eruCE

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The Juvenile

Listed as Ace of Base – The Juvenile (Da Capo) · Watch on YouTube

youtube_video H_s1GuSjl-I · row H_s1GuSjl-I

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Living in Danger (D-House Mix - Long Version)

Listed as Ace of Base – Living in Danger (D-House Mix - Long Version) (Living in Danger (The Remixes)) · Watch on YouTube

youtube_video I84NknXppTY · row I84NknXppTY

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World Down Under

Listed as Ace of Base – World Down Under (Da Capo) · Watch on YouTube

youtube_video JdgnLA_NweE · row JdgnLA_NweE

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Hey Darling

Listed as Ace of Base – Hey Darling (Da Capo) · Watch on YouTube

youtube_video JsTw4WdoJ_k · row JsTw4WdoJ_k

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Remember the Words

Listed as Ace of Base – Remember the Words (Da Capo) · Watch on YouTube

youtube_video Kp3tSoAMMHk · row Kp3tSoAMMHk

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Just 'n' Image

Listed as Ace of Base – Just 'n' Image (The Bridge) · Watch on YouTube

youtube_video N_NCaUnyoAM · row N_NCaUnyoAM

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Black Sea

Listed as Ace of Base – Black Sea (The Golden Ratio) · Watch on YouTube

youtube_video OFLskcWZKXg · row OFLskcWZKXg

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All That She Wants (SNBRN x KLATCH Remix)

Listed as Ace of Base – All That She Wants (SNBRN x KLATCH Remix) (Beautiful Life - The Singles Box) · Watch on YouTube

youtube_video PfbteEBFABc · row PfbteEBFABc

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Don't Turn Around (Groove Mix Extended)

Listed as Ace of Base – Don't Turn Around (Groove Mix Extended) (Don't Turn Around (The Remixes)) · Watch on YouTube

youtube_video R-GwO1WSpWg · row R-GwO1WSpWg

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Ordinary Day

Listed as Ace of Base – Ordinary Day (Da Capo) · Watch on YouTube

youtube_video To15z1ByH-8 · row To15z1ByH-8

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Change with the Light

Listed as Ace of Base – Change with the Light (Da Capo) · Watch on YouTube

youtube_video VsdAynaNqgw · row VsdAynaNqgw

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Don't Go Away

Listed as Ace of Base – Don't Go Away (Flowers) · Watch on YouTube

youtube_video WoTg6jDGp24 · row WoTg6jDGp24

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Blah, Blah, Blah On the Radio

Listed as Ace of Base – Blah, Blah, Blah On the Radio (The Golden Ratio) · Watch on YouTube

youtube_video XVt5RDWmmrc · row XVt5RDWmmrc

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Mr Ace (Demo 1991) (Bonus Track)

Listed as Ace of Base – Mr Ace (Demo 1991) (Bonus Track) (The Sign) · Watch on YouTube

youtube_video XpOY-6VooxU · row XpOY-6VooxU

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Make My Day

Listed as Ace of Base – Make My Day (Hidden Gems) · Watch on YouTube

youtube_video YBWhwHg2Rsc · row YBWhwHg2Rsc

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Dr. Sun

Listed as Ace of Base – Dr. Sun (Flowers) · Watch on YouTube

youtube_video YcbxH9lmbmc · row YcbxH9lmbmc

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Don't Turn Around (Turned Out Eurodub)

Listed as Ace of Base – Don't Turn Around (Turned Out Eurodub) (Don't Turn Around (The Remixes)) · Watch on YouTube

youtube_video _RVg1DlbuQM · row _RVg1DlbuQM

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Dancer in a Daydream (Trace Adam Remix)

Listed as Ace of Base – Dancer in a Daydream (Trace Adam Remix) (Dancer in a Daydream (Trace Adam Remix)) · Watch on YouTube

youtube_video _x1RAQq3gF4 · row _x1RAQq3gF4

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Hear Me Calling

Listed as Ace of Base – Hear Me Calling (Happy Nation (U.S. Version)) · Watch on YouTube

youtube_video cz8iqbEcKoc · row cz8iqbEcKoc

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Show Me Love

Listed as Ace of Base – Show Me Love (Da Capo) · Watch on YouTube

youtube_video d9Or0JcPV_E · row d9Or0JcPV_E

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Que Sera

Listed as Ace of Base – Que Sera (The Bridge) · Watch on YouTube

youtube_video dczjhlD2udE · row dczjhlD2udE

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Adventures in Paradise

Listed as Ace of Base – Adventures in Paradise (Flowers) · Watch on YouTube

youtube_video eHb6A_5MjWA · row eHb6A_5MjWA

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Happy Nation (Moody Gold Mix)

Listed as Ace of Base – Happy Nation (Moody Gold Mix) (Happy Nation (The Remixes)) · Watch on YouTube

youtube_video ggkB45rrhQc · row ggkB45rrhQc

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Moogoperator (Bonus Track)

Listed as Ace of Base – Moogoperator (Bonus Track) (Happy Nation) · Watch on YouTube

youtube_video iVuSQosYZqk · row iVuSQosYZqk

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I Pray

Listed as Ace of Base – I Pray (Flowers) · Watch on YouTube

youtube_video joICCHLT4Jc · row joICCHLT4Jc

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Wave Wet Sand

Listed as Ace of Base – Wave Wet Sand (The Bridge) · Watch on YouTube

youtube_video ktkVTjdhynU · row ktkVTjdhynU

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Captain Nemo

Listed as Ace of Base – Captain Nemo (Flowers) · Watch on YouTube

youtube_video lL0lCb8vvPY · row lL0lCb8vvPY

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Love for Sale

Listed as Ace of Base – Love for Sale (The Bridge) · Watch on YouTube

youtube_video lieU0Fwv4Pc · row lieU0Fwv4Pc

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Cruel Summer (Original Club.Mix)

Listed as Rico Bernasconi, Ace Of Base – Cruel Summer (Original Club.Mix) (Cruel Summer) · Watch on YouTube

youtube_video m-cqgJsG0Aw · row m-cqgJsG0Aw

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Cruel Summer (Radio Version)

Listed as Alliage, Ace of Base – Cruel Summer (Radio Version) (Cruel Summer) · Watch on YouTube

youtube_video nP3s5Ugr95w · row nP3s5Ugr95w

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Experience Pearls

Listed as Ace of Base – Experience Pearls (The Bridge) · Watch on YouTube

youtube_video oXKCEbb-Y5g · row oXKCEbb-Y5g

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Whenever You're Near Me (US Version)

Listed as Ace of Base – Whenever You're Near Me (US Version) (Cruel Summer) · Watch on YouTube

youtube_video qkSdP1-GY9s · row qkSdP1-GY9s

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Happy Nation (Sped Up)

Listed as Ace of Base – Happy Nation (Sped Up) (Happy Nation (Sped Up)) · Watch on YouTube

youtube_video rCRBGuMaIAU · row rCRBGuMaIAU

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The Sign (Luca Debonaire & Xenia Ghali Radio Edit)

Listed as Ace of Base – The Sign (Luca Debonaire & Xenia Ghali Radio Edit) (Beautiful Life - The Singles Box) · Watch on YouTube

youtube_video sRZLHEr8INE · row sRZLHEr8INE

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All That She Wants (Axel Boman X Off The Meds Remix)

Listed as Ace of Base – All That She Wants (Axel Boman X Off The Meds Remix) (All That She Wants (Axel Boman X Off The Meds Remix)) · Watch on YouTube

youtube_video t31d-TBcDEE · row t31d-TBcDEE

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You and I

Listed as Ace of Base – You and I (The Bridge) · Watch on YouTube

youtube_video uAgzwdGWs7g · row uAgzwdGWs7g

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My Déjà Vu (Luke Mornay Radio Remix)

Listed as Ace of Base – My Déjà Vu (Luke Mornay Radio Remix) (Beautiful Life - The Singles Box) · Watch on YouTube

youtube_video ukjTwf3oADY · row ukjTwf3oADY

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One Day

Listed as Ace of Base – One Day (The Golden Ratio) · Watch on YouTube

youtube_video vXetuHSJkDo · row vXetuHSJkDo

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Mr. Replay (feat. Lex Marshall)

Listed as Ace of Base feat. Lex Marshall – Mr. Replay (feat. Lex Marshall) (The Golden Ratio) · Watch on YouTube

youtube_video vb-c9p3ihNw · row vb-c9p3ihNw

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Cecilia

Listed as Ace of Base – Cecilia (Flowers) · Watch on YouTube

youtube_video vjXC4FUzyy8 · row vjXC4FUzyy8

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Happy Nation (Gold Zone Club Mix)

Listed as Ace of Base – Happy Nation (Gold Zone Club Mix) (Happy Nation (The Remixes)) · Watch on YouTube

youtube_video vwZQNdtrCcU · row vwZQNdtrCcU

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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.