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 Waiting for Magic, Dancer in a Daydream, Strange Ways

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.

Waiting for Magic

Listed as Ace of Base – Waiting for Magic (Happy Nation) · Watch on YouTube

youtube_video 2F1D6UJuoj8 · row 2F1D6UJuoj8

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Dancer in a Daydream

Listed as Ace of Base – Dancer in a Daydream (Happy Nation) · Watch on YouTube

youtube_video 3MbVhuKpKi0 · row 3MbVhuKpKi0

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Strange Ways

Listed as Ace of Base – Strange Ways (The Bridge) · Watch on YouTube

youtube_video 41z4EIBGyaI · row 41z4EIBGyaI

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My Mind (Mindless Mix)

Listed as Ace of Base – My Mind (Mindless Mix) (Happy Nation) · Watch on YouTube

youtube_video 6y5TAAlcoBg · row 6y5TAAlcoBg

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Beautiful Life (Faustix RMX)

Listed as Ace of Base – Beautiful Life (Faustix RMX) (Beautiful Life (Faustix RMX)) · Watch on YouTube

youtube_video 75ZYGbLtQZA · row 75ZYGbLtQZA

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Voulez-Vous danser

Listed as Ace of Base – Voulez-Vous danser (Happy Nation) · Watch on YouTube

youtube_video B6z04P1Y9PU · row B6z04P1Y9PU

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Lucky Love

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

youtube_video C3RalZTbRBw · row C3RalZTbRBw

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All That She Wants (Still Young Remix)

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

youtube_video D9NsthBiwxc · row D9NsthBiwxc

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Beautiful Life (Mike Ross Definitive Radio Mix)

Listed as Ace of Base – Beautiful Life (Mike Ross Definitive Radio Mix) (Beautiful Life (Mike Ross Definitive Club Mix)) · Watch on YouTube

youtube_video E9lZLJXsaDU · row E9lZLJXsaDU

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All That She Wants

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

youtube_video FpkawF5GWMI · row FpkawF5GWMI

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Fashion Party

Listed as Ace of Base – Fashion Party (Happy Nation) · Watch on YouTube

youtube_video GVgUWbe3hMk · row GVgUWbe3hMk

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Waiting for Magic (Total Remix)

Listed as Ace of Base – Waiting for Magic (Total Remix) (Happy Nation (U.S. Version)) · Watch on YouTube

youtube_video HeXDq4pc00U · row HeXDq4pc00U

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Angel Eyes

Listed as Ace of Base – Angel Eyes (The Bridge) · Watch on YouTube

youtube_video IjBaNEsnrFo · row IjBaNEsnrFo

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Living in Danger

Listed as Ace of Base – Living in Danger (Happy Nation (U.S. Version)) · Watch on YouTube

youtube_video J15LIjGQzlo · row J15LIjGQzlo

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Unspeakable

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

youtube_video LtsfWulImPY · row LtsfWulImPY

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Tokyo Girl

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

youtube_video N6B7ghp--zo · row N6B7ghp--zo

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Edge of Heaven

Listed as Ace of Base – Edge of Heaven (The Bridge) · Watch on YouTube

youtube_video NcNLRTP85zw · row NcNLRTP85zw

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Travel to Romantis

Listed as Ace of Base – Travel to Romantis (Flowers) · Watch on YouTube

youtube_video OA0EY4jRGgc · row OA0EY4jRGgc

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Love in December

Listed as Ace of Base – Love in December (Love in December) · Watch on YouTube

youtube_video O_Ei2nf0QsI · row O_Ei2nf0QsI

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The Sign

Listed as Ace of Base – The Sign (Happy Nation (U.S. Version)) · Watch on YouTube

youtube_video Pdbg44M37Q4 · row Pdbg44M37Q4

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Always Have, Always Will

Listed as Ace of Base – Always Have, Always Will (Flowers) · Watch on YouTube

youtube_video QRW2_lF4_Jg · row QRW2_lF4_Jg

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Da Capo

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

youtube_video R0f40hHPphk · row R0f40hHPphk

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C'est la vie (Always 21)

Listed as Ace of Base – C'est la vie (Always 21) (Everytime It Rains / C'est la vie (Always 21) (The Remixes)) · Watch on YouTube

youtube_video RagIhVZEY0M · row RagIhVZEY0M

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Happy Nation

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

youtube_video TADxdahPBUA · row TADxdahPBUA

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All for You (Radio Version)

Listed as Ace of Base – All for You (Radio Version) (The Golden Ratio) · Watch on YouTube

youtube_video Tz5Pi6fjArY · row Tz5Pi6fjArY

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Would You Believe

Listed as Ace of Base – Would You Believe (Hidden Gems) · Watch on YouTube

youtube_video W8zd3TboDL4 · row W8zd3TboDL4

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Ravine

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

youtube_video WNaJ9cuxRKk · row WNaJ9cuxRKk

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Beautiful Morning

Listed as Ace of Base – Beautiful Morning (Da Capo) · Watch on YouTube

youtube_video Wnc3VTH1UFk · row Wnc3VTH1UFk

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Happy Nation (Remix)

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

youtube_video X9BH2D8QMpI · row X9BH2D8QMpI

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Cruel Summer (Big Bonus Mix)

Listed as Ace of Base – Cruel Summer (Big Bonus Mix) (Flowers) · Watch on YouTube

youtube_video YBMcZrf2zi4 · row YBMcZrf2zi4

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Everytime It Rains

Listed as Ace of Base – Everytime It Rains (Everytime It Rains / C'est la vie (Always 21) (The Remixes)) · Watch on YouTube

youtube_video Ysv01CoJ6uk · row Ysv01CoJ6uk

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Whispers in Blindness

Listed as Ace of Base – Whispers in Blindness (The Bridge) · Watch on YouTube

youtube_video Z9ZMzpJKDP4 · row Z9ZMzpJKDP4

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Wonderful Life

Listed as Ace of Base – Wonderful Life (Da Capo) · Watch on YouTube

youtube_video Z_n_YpkeL60 · row Z_n_YpkeL60

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Living in Danger (Demo)

Listed as Ace of Base – Living in Danger (Demo) (Beautiful Life - The Singles Box) · Watch on YouTube

youtube_video adJYEzVkR90 · row adJYEzVkR90

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Happy Nation (Fred & Mykos Radio Remix)

Listed as Ace of Base – Happy Nation (Fred & Mykos Radio Remix) (Happy Nation (Fred & Mykos Remix)) · Watch on YouTube

youtube_video c1ZD0FIfCY8 · row c1ZD0FIfCY8

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Happy Nation (Trace Adam Remix)

Listed as Ace of Base – Happy Nation (Trace Adam Remix) (Happy Nation (Trace Adam Remix)) · Watch on YouTube

youtube_video cHP5up-eztc · row cHP5up-eztc

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Blooming 18

Listed as Ace of Base – Blooming 18 (The Bridge) · Watch on YouTube

youtube_video dEFfSRM1ZHo · row dEFfSRM1ZHo

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Cruel Summer

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

youtube_video dnWsNXw23eU · row dnWsNXw23eU

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All That She Wants (Banghra Version)

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

youtube_video eubP0GZ6_3Q · row eubP0GZ6_3Q

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Never Gonna Say I'm Sorry

Listed as Ace of Base – Never Gonna Say I'm Sorry (The Bridge) · Watch on YouTube

youtube_video hcXSbDlgQM4 · row hcXSbDlgQM4

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Wheel of Fortune (Club Mix)

Listed as Ace of Base – Wheel of Fortune (Club Mix) (Happy Nation) · Watch on YouTube

youtube_video iCOKp6PVAK8 · row iCOKp6PVAK8

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My Déjà Vu

Listed as Ace of Base – My Déjà Vu (The Bridge) · Watch on YouTube

youtube_video melTrYlPeWc · row melTrYlPeWc

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Don't Turn Around

Listed as Ace of Base – Don't Turn Around (Happy Nation (U.S. Version)) · Watch on YouTube

youtube_video nOCxuI_2yFI · row nOCxuI_2yFI

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Life Is a Flower

Listed as Ace of Base – Life Is a Flower (Flowers) · Watch on YouTube

youtube_video nsCeS_VGzC8 · row nsCeS_VGzC8

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Münchhausen (Just Chaos)

Listed as Ace of Base – Münchhausen (Just Chaos) (Happy Nation) · Watch on YouTube

youtube_video pD3mla9uUKU · row pD3mla9uUKU

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Don't Turn Around (7" Aswad Mix)

Listed as Ace of Base – Don't Turn Around (7" Aswad Mix) (Don't Turn Around (The Remixes)) · Watch on YouTube

youtube_video r3OpiCUlGxs · row r3OpiCUlGxs

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Wheel of Fortune

Listed as Ace of Base – Wheel of Fortune (Happy Nation) · Watch on YouTube

youtube_video rQi6gBdyErM · row rQi6gBdyErM

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Young and Proud

Listed as Ace of Base – Young and Proud (Happy Nation) · Watch on YouTube

youtube_video thu21bfLdis · row thu21bfLdis

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Beautiful Life

Listed as Ace of Base – Beautiful Life (The Bridge) · Watch on YouTube

youtube_video xu89R4727w4 · row xu89R4727w4

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Lucky Love (Acoustic Version)

Listed as Ace of Base – Lucky Love (Acoustic Version) (The Bridge) · Watch on YouTube

youtube_video ykUdMiTjXtg · row ykUdMiTjXtg

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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.