Yes. ABBA has 146 songs listed in a dataset used to train AI music models.

Used for training 146

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 Intermezzo No. 1, SOS (Live), From A Twinkling Star To A Passing Angel (Demo Medley)

Listed under the artist name 146 songs in LAION-DISCO-12M

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

Intermezzo No. 1

Listed as ABBA – Intermezzo No. 1 (Abba) · Watch on YouTube

youtube_video 2YqiPanH5oQ · row 2YqiPanH5oQ

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SOS (Live)

Listed as ABBA – SOS (Live) (Live At Wembley Arena) · Watch on YouTube

youtube_video 2unyoPQaSzc · row 2unyoPQaSzc

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From A Twinkling Star To A Passing Angel (Demo Medley)

Listed as ABBA – From A Twinkling Star To A Passing Angel (Demo Medley) (The Visitors (Deluxe Edition)) · Watch on YouTube

youtube_video 5Pceu098Qds · row 5Pceu098Qds

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Ring Ring (Spanish Version)

Listed as ABBA – Ring Ring (Spanish Version) (Ring Ring (Deluxe Edition)) · Watch on YouTube

youtube_video 6xKlesI7-Kk · row 6xKlesI7-Kk

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Ring Ring (1974 Remix / Single Version)

Listed as ABBA – Ring Ring (1974 Remix / Single Version) (Waterloo (Deluxe Edition)) · Watch on YouTube

youtube_video 7liHC6Vk_0M · row 7liHC6Vk_0M

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Ring Ring (German Version)

Listed as ABBA – Ring Ring (German Version) (Ring Ring (Deluxe Edition)) · Watch on YouTube

youtube_video 81GCPdaYZGQ · row 81GCPdaYZGQ

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I Wonder (Departure)

Listed as ABBA – I Wonder (Departure) (The Album) · Watch on YouTube

youtube_video 8D-XcxD1KMc · row 8D-XcxD1KMc

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Thank You For The Music (Doris Day Mix)

Listed as ABBA – Thank You For The Music (Doris Day Mix) (The Album) · Watch on YouTube

youtube_video B3ukXtO4spw · row B3ukXtO4spw

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Two For The Price Of One

Listed as ABBA – Two For The Price Of One (The Visitors) · Watch on YouTube

youtube_video BGNm6tDZEwM · row BGNm6tDZEwM

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S.O.S

Listed as ABBA – S.O.S (Pop Party Mix) · Watch on YouTube

youtube_video BduB1iSIabs · row BduB1iSIabs

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She's My Kind Of Girl

Listed as ABBA – She's My Kind Of Girl (Ring Ring) · Watch on YouTube

youtube_video CCCPcDq9CrI · row CCCPcDq9CrI

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Waterloo (German Version)

Listed as ABBA – Waterloo (German Version) (Waterloo (Deluxe Edition)) · Watch on YouTube

youtube_video GRTZuC2PSXA · row GRTZuC2PSXA

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Ring, Ring (Swedish Version)

Listed as ABBA – Ring, Ring (Swedish Version) (Ring Ring) · Watch on YouTube

youtube_video Gf7Ea7IZcyU · row Gf7Ea7IZcyU

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Mamma Mia

Listed as ABBA – Mamma Mia (New Years Eve) · Watch on YouTube

youtube_video HyggHL9VfNE · row HyggHL9VfNE

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Waterloo (Swedish Version)

Listed as ABBA – Waterloo (Swedish Version) (Waterloo (Deluxe Edition)) · Watch on YouTube

youtube_video KLtfysQTt3U · row KLtfysQTt3U

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Dream World

Listed as ABBA – Dream World (Thank You For The Music) · Watch on YouTube

youtube_video Let9AAtzjd8 · row Let9AAtzjd8

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I Wonder (Departure) (Live From Sydney Showground, Australia / 1977)

Listed as ABBA – I Wonder (Departure) (Live From Sydney Showground, Australia / 1977) (Thank You For The Music) · Watch on YouTube

youtube_video OMDvzC7EdZk · row OMDvzC7EdZk

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Take A Chance On Me (Live)

Listed as ABBA – Take A Chance On Me (Live) (Live At Wembley Arena) · Watch on YouTube

youtube_video Pb0J7pm_SPk · row Pb0J7pm_SPk

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Merry-Go-Round

Listed as ABBA – Merry-Go-Round (Ring Ring) · Watch on YouTube

youtube_video Q9k87Nd0QHE · row Q9k87Nd0QHE

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Man In The Middle

Listed as ABBA – Man In The Middle (Abba) · Watch on YouTube

youtube_video QXStM5hUcSY · row QXStM5hUcSY

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Sitting In The Palmtree

Listed as ABBA – Sitting In The Palmtree (Waterloo (Deluxe Edition)) · Watch on YouTube

youtube_video ULbMARZMuf4 · row ULbMARZMuf4

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I Am The City

Listed as ABBA – I Am The City (The Visitors (Deluxe Edition)) · Watch on YouTube

youtube_video YZVLgopgeRM · row YZVLgopgeRM

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Gimme! Gimme! Gimme! (A Man After Midnight) (Live)

Listed as ABBA – Gimme! Gimme! Gimme! (A Man After Midnight) (Live) (Live At Wembley Arena) · Watch on YouTube

youtube_video Zh5lY97WI30 · row Zh5lY97WI30

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Voulez-Vous (Live)

Listed as ABBA – Voulez-Vous (Live) (Live At Wembley Arena) · Watch on YouTube

youtube_video _RnWq-habSw · row _RnWq-habSw

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I Am Just A Girl

Listed as ABBA – I Am Just A Girl (Ring Ring) · Watch on YouTube

youtube_video _S67csvn_ko · row _S67csvn_ko

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I'm Still Alive (Live)

Listed as ABBA – I'm Still Alive (Live) (Live At Wembley Arena) · Watch on YouTube

youtube_video _r19YpNJe80 · row _r19YpNJe80

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I'm A Marionette

Listed as ABBA – I'm A Marionette (The Album) · Watch on YouTube

youtube_video a0WMVEUb3FE · row a0WMVEUb3FE

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Waterloo (French Version)

Listed as ABBA – Waterloo (French Version) (Waterloo (Deluxe Edition)) · Watch on YouTube

youtube_video dMpGQ3phCXo · row dMpGQ3phCXo

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Suzy-Hang-Around

Listed as ABBA – Suzy-Hang-Around (Waterloo (Deluxe Edition)) · Watch on YouTube

youtube_video e6bWgak3oTE · row e6bWgak3oTE

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What About Livingstone

Listed as ABBA – What About Livingstone (Waterloo (Deluxe Edition)) · Watch on YouTube

youtube_video eQvIWbk2qj8 · row eQvIWbk2qj8

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Hole In Your Soul

Listed as ABBA – Hole In Your Soul (The Album) · Watch on YouTube

youtube_video geooJv-Usus · row geooJv-Usus

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Ring, Ring (US Remix)

Listed as ABBA – Ring, Ring (US Remix) (Waterloo (Deluxe Edition)) · Watch on YouTube

youtube_video jFzQC5r414k · row jFzQC5r414k

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Gonna Sing You My Love Song

Listed as ABBA – Gonna Sing You My Love Song (Waterloo (Deluxe Edition)) · Watch on YouTube

youtube_video lF5oFnNYRDI · row lF5oFnNYRDI

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You Owe Me One

Listed as ABBA – You Owe Me One (The Visitors (Deluxe Edition)) · Watch on YouTube

youtube_video luqs4qgi09c · row luqs4qgi09c

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Rock'N'Roll Band

Listed as ABBA – Rock'N'Roll Band (Rock'n'roll Party) · Watch on YouTube

youtube_video o150PMPAA1k · row o150PMPAA1k

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Me And Bobby And Bobby's Brother

Listed as ABBA – Me And Bobby And Bobby's Brother (Ring Ring) · Watch on YouTube

youtube_video pnS2E_ScbQ8 · row pnS2E_ScbQ8

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He Is Your Brother

Listed as ABBA – He Is Your Brother (Ring Ring) · Watch on YouTube

youtube_video q0433Tk9FMc · row q0433Tk9FMc

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My Mama Said

Listed as ABBA – My Mama Said (Waterloo (Deluxe Edition)) · Watch on YouTube

youtube_video qYD_3qNg0Rc · row qYD_3qNg0Rc

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Watch Out

Listed as ABBA – Watch Out (Waterloo (Deluxe Edition)) · Watch on YouTube

youtube_video rgl5WsXLV7Y · row rgl5WsXLV7Y

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I Saw It In The Mirror

Listed as ABBA – I Saw It In The Mirror (Ring Ring) · Watch on YouTube

youtube_video rmStI-FjrP8 · row rmStI-FjrP8

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Disillusion

Listed as ABBA – Disillusion (Ring Ring) · Watch on YouTube

youtube_video sXrclLOM6_w · row sXrclLOM6_w

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Santa Rosa

Listed as ABBA – Santa Rosa (Ring Ring) · Watch on YouTube

youtube_video tHqV3A5UTVo · row tHqV3A5UTVo

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Money Money Money

Listed as ABBA – Money Money Money (Get Fit Quick Mix) · Watch on YouTube

youtube_video u0jBTKRrm8c · row u0jBTKRrm8c

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Honey Honey (Swedish Version)

Listed as ABBA – Honey Honey (Swedish Version) (Waterloo (Deluxe Edition)) · Watch on YouTube

youtube_video ui-wnzhXExM · row ui-wnzhXExM

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Crazy World

Listed as ABBA – Crazy World (Abba) · Watch on YouTube

youtube_video wv4dqgid9QA · row wv4dqgid9QA

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Medley: Pick A Bale Of Cotton

Listed as ABBA – Medley: Pick A Bale Of Cotton (Abba) · Watch on YouTube

youtube_video xtXtuY541S0 · row xtXtuY541S0

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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.