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 All That She Wants (Mowlo Remix), Vision in Blue, She Was Thinking of You

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.

All That She Wants (Mowlo Remix)

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

youtube_video -5oH_GvYoD4 · row -5oH_GvYoD4

LAION-DISCO-12M

Vision in Blue

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

youtube_video -cb8POhSzwk · row -cb8POhSzwk

LAION-DISCO-12M

She Was Thinking of You

Listed as Ace of Base – She Was Thinking of You (Hidden Gems, 2) · Watch on YouTube

youtube_video 0FPm0TEQGn0 · row 0FPm0TEQGn0

LAION-DISCO-12M

Precious

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

youtube_video 6uZVgB1LgCI · row 6uZVgB1LgCI

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Donnie (Ole Evenrude Version)

Listed as Ace of Base – Donnie (Ole Evenrude Version) (Cruel Summer) · Watch on YouTube

youtube_video 7376Eujhj7s · row 7376Eujhj7s

LAION-DISCO-12M

Girl in the Line

Listed as Ace of Base – Girl in the Line (Hidden Gems, 2) · Watch on YouTube

youtube_video 7CnrBtQ2OF4 · row 7CnrBtQ2OF4

LAION-DISCO-12M

Pole Position

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

youtube_video 8d1Bjb1B_CY · row 8d1Bjb1B_CY

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Into the Night of Blue

Listed as Ace of Base – Into the Night of Blue (Hidden Gems) · Watch on YouTube

youtube_video 939S6Rph-_g · row 939S6Rph-_g

LAION-DISCO-12M

Wheel of Fortune (Clubmix)

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

youtube_video 9oyRgBEGdRE · row 9oyRgBEGdRE

LAION-DISCO-12M

Giving It Up (Remake)

Listed as Ace of Base – Giving It Up (Remake) (Hidden Gems) · Watch on YouTube

youtube_video F4EO1ykN-gY · row F4EO1ykN-gY

LAION-DISCO-12M

Come to Me

Listed as Ace of Base – Come to Me (Hidden Gems) · Watch on YouTube

youtube_video G4TwewhXNn4 · row G4TwewhXNn4

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Da Capo (Alternate Version)

Listed as Ace of Base – Da Capo (Alternate Version) (Da Capo) · Watch on YouTube

youtube_video H1mphjuFWzE · row H1mphjuFWzE

LAION-DISCO-12M

Doreen

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

youtube_video JV7UEz7T62o · row JV7UEz7T62o

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Everytime It Rains (Metro Radio Mix)

Listed as Ace of Base – Everytime It Rains (Metro Radio Mix) (Beautiful Life - The Singles Box) · Watch on YouTube

youtube_video K1Eob7DtUL0 · row K1Eob7DtUL0

LAION-DISCO-12M

Donnie

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

youtube_video N44xSMfp1_s · row N44xSMfp1_s

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All That She Wants (Madness Version)

Listed as Ace of Base – All That She Wants (Madness Version) (All That She Wants (The Remixes)) · Watch on YouTube

youtube_video NazYJAs7m0Y · row NazYJAs7m0Y

LAION-DISCO-12M

Wish You Were Mine

Listed as Ace of Base – Wish You Were Mine (Hidden Gems, 2) · Watch on YouTube

youtube_video OStX9ZUqQ60 · row OStX9ZUqQ60

LAION-DISCO-12M

Wheel of Fortune (Demo)

Listed as Ace of Base – Wheel of Fortune (Demo) (Beautiful Life - The Singles Box) · Watch on YouTube

youtube_video PRhDz-yBPpU · row PRhDz-yBPpU

LAION-DISCO-12M

He Decides (Charles Fisher Mix)

Listed as Ace of Base – He Decides (Charles Fisher Mix) (Cruel Summer) · Watch on YouTube

youtube_video Pr632-hTi2s · row Pr632-hTi2s

LAION-DISCO-12M

Cuba, Cuba Libre

Listed as Ace of Base – Cuba, Cuba Libre (Hidden Gems) · Watch on YouTube

youtube_video QGW9lyQ2gL8 · row QGW9lyQ2gL8

LAION-DISCO-12M

Megamix (Long Version)

Listed as Ace of Base – Megamix (Long Version) (Beautiful Life - The Singles Box) · Watch on YouTube

youtube_video QJ6YGBuMeEk · row QJ6YGBuMeEk

LAION-DISCO-12M

Southern California

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

youtube_video QkFFwJVRIOQ · row QkFFwJVRIOQ

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All That She Wants (Moombahteam Remix)

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

youtube_video RGZIxuqWDQE · row RGZIxuqWDQE

LAION-DISCO-12M

Cruel Summer (Blazin' Rhythm Remix)

Listed as Ace of Base – Cruel Summer (Blazin' Rhythm Remix) (Cruel Summer (The Remixes)) · Watch on YouTube

youtube_video WZ5gqLeGWbA · row WZ5gqLeGWbA

LAION-DISCO-12M

Don't Stop

Listed as Ace of Base – Don't Stop (Hidden Gems) · Watch on YouTube

youtube_video XAKewZfmO9o · row XAKewZfmO9o

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Mercy Mercy

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

youtube_video Y1_Aqb77Xl4 · row Y1_Aqb77Xl4

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Stranger to Love

Listed as Ace of Base – Stranger to Love (Hidden Gems, 2) · Watch on YouTube

youtube_video YND-ID77ScI · row YND-ID77ScI

LAION-DISCO-12M

All That She Wants (Julia Sandstorm Radio Remix)

Listed as Ace of Base – All That She Wants (Julia Sandstorm Radio Remix) (All That She Wants (Julia Sandstorm Remix)) · Watch on YouTube

youtube_video Ya_VWz0sAlc · row Ya_VWz0sAlc

LAION-DISCO-12M

All That She Wants (Helion Remix)

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

youtube_video ZyV8VMMpc_w · row ZyV8VMMpc_w

LAION-DISCO-12M

Always Have, Always Will (Matt Pop 2020 Remix)

Listed as Ace of Base – Always Have, Always Will (Matt Pop 2020 Remix) (Always Have, Always Will (Matt Pop 2020 Remix)) · Watch on YouTube

youtube_video cZU7Zn-oRB0 · row cZU7Zn-oRB0

LAION-DISCO-12M

Who Am I

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

youtube_video cq3YDPCKC2M · row cq3YDPCKC2M

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Told My Ma

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

youtube_video d0lH8I4BNsU · row d0lH8I4BNsU

LAION-DISCO-12M

Look Around Me

Listed as Ace of Base – Look Around Me (Hidden Gems) · Watch on YouTube

youtube_video do6DTcUITz8 · row do6DTcUITz8

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Prime Time

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

youtube_video eBKlAq__KRk · row eBKlAq__KRk

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Giving It Up (Ace Version) (Bonus Track)

Listed as Ace of Base – Giving It Up (Ace Version) (Bonus Track) (Happy Nation (U.S. Version)) · Watch on YouTube

youtube_video fO56MV7e3Z8 · row fO56MV7e3Z8

LAION-DISCO-12M

Giving It Up (1999 Version)

Listed as Ace of Base – Giving It Up (1999 Version) (Hidden Gems, 2) · Watch on YouTube

youtube_video fldqmoBmdSI · row fldqmoBmdSI

LAION-DISCO-12M

No Good Lover

Listed as Ace of Base – No Good Lover (Hidden Gems) · Watch on YouTube

youtube_video fy3ZSJ78Yr0 · row fy3ZSJ78Yr0

LAION-DISCO-12M

What's the Name of the Game

Listed as Ace of Base – What's the Name of the Game (Da Capo) · Watch on YouTube

youtube_video iPQBJwJ2FHY · row iPQBJwJ2FHY

LAION-DISCO-12M

Sunset in Southern California

Listed as Ace of Base – Sunset in Southern California (Hidden Gems) · Watch on YouTube

youtube_video lPqPeO6ITxs · row lPqPeO6ITxs

LAION-DISCO-12M

Cruel Summer (Hartmann & Langhoff Short Mix)

Listed as Ace of Base – Cruel Summer (Hartmann & Langhoff Short Mix) (Cruel Summer (The Remixes)) · Watch on YouTube

youtube_video ljzRlaXy8LY · row ljzRlaXy8LY

LAION-DISCO-12M

L'amour (Bonus Track)

Listed as Ace of Base – L'amour (Bonus Track) (Flowers) · Watch on YouTube

youtube_video mHI1cNKe8xM · row mHI1cNKe8xM

LAION-DISCO-12M

Beautiful Life (Vission Lorimer Club Mix)

Listed as Ace of Base – Beautiful Life (Vission Lorimer Club Mix) (Beautiful Life (The Remixes)) · Watch on YouTube

youtube_video nQ71RA7oZ_8 · row nQ71RA7oZ_8

LAION-DISCO-12M

For a Thousand Days (Demo)

Listed as Ace of Base – For a Thousand Days (Demo) (Hidden Gems, 2) · Watch on YouTube

youtube_video rR9S-e64vR4 · row rR9S-e64vR4

LAION-DISCO-12M

Waiting for Magic (Singlewave's Awakening Mix)

Listed as Ace of Base – Waiting for Magic (Singlewave's Awakening Mix) (Beautiful Life - The Singles Box) · Watch on YouTube

youtube_video sdb_5MW94fA · row sdb_5MW94fA

LAION-DISCO-12M

Kings and Queens (Bonus Track)

Listed as Ace of Base – Kings and Queens (Bonus Track) (Cruel Summer) · Watch on YouTube

youtube_video toajgOFClrc · row toajgOFClrc

LAION-DISCO-12M

Wheel of Fortune (Singlewave Remix)

Listed as Ace of Base – Wheel of Fortune (Singlewave Remix) (Wheel of Fortune (Singlewave Remix)) · Watch on YouTube

youtube_video uSG8RzOvZZo · row uSG8RzOvZZo

LAION-DISCO-12M

Summer Days

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

youtube_video uamFR0M7FFk · row uamFR0M7FFk

LAION-DISCO-12M

All That She Wants (Isaiah Martin and Save the Robot Club Remix)

Listed as Ace of Base – All That She Wants (Isaiah Martin and Save the Robot Club Remix) (All That She Wants (Isaiah Martin and Save the Robot Remixes)) · Watch on YouTube

youtube_video x-9YqNRjFrM · row x-9YqNRjFrM

LAION-DISCO-12M

Happy Nation (Sped Up) [Faster]

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

youtube_video zI4K2yJaRaQ · row zI4K2yJaRaQ

LAION-DISCO-12M

Travel to Romantis (Love to Infinity Mix)

Listed as Ace of Base – Travel to Romantis (Love to Infinity Mix) (Travel to Romantis (The Remixes)) · Watch on YouTube

youtube_video zcyKF60u9AU · row zcyKF60u9AU

LAION-DISCO-12M

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.