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 Al Andar, Felicidad (Spanish Version), No Hay A Quien Culpar (Spanish Version)

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.

Al Andar

Listed as ABBA – Al Andar (Oro "Grandes Exitos") · Watch on YouTube

youtube_video -BHLwSVQlsw · row -BHLwSVQlsw

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Felicidad (Spanish Version)

Listed as ABBA – Felicidad (Spanish Version) (Gracias Por La Musica (Deluxe Edition)) · Watch on YouTube

youtube_video -ffGhfCJWkw · row -ffGhfCJWkw

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No Hay A Quien Culpar (Spanish Version)

Listed as ABBA – No Hay A Quien Culpar (Spanish Version) (Gracias Por La Musica (Deluxe Edition)) · Watch on YouTube

youtube_video 3GQtb6FPDsI · row 3GQtb6FPDsI

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The King Has Lost His Crown

Listed as ABBA – The King Has Lost His Crown (Voulez-Vous) · Watch on YouTube

youtube_video 3JWAbEJ4EZU · row 3JWAbEJ4EZU

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Dame! Dame! Dame!

Listed as ABBA – Dame! Dame! Dame! (Oro "Grandes Exitos") · Watch on YouTube

youtube_video 3LupgkE6cHE · row 3LupgkE6cHE

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Dum Dum Diddle

Listed as ABBA – Dum Dum Diddle (Arrival) · Watch on YouTube

youtube_video 3yoTDkGuHxw · row 3yoTDkGuHxw

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Waterloo (Alternative Mix)

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

youtube_video 4NthieLHBCc · row 4NthieLHBCc

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Happy Hawaii

Listed as ABBA – Happy Hawaii (Arrival) · Watch on YouTube

youtube_video 4uNX7rcCGes · row 4uNX7rcCGes

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Mamma Mia (Spanish Version)

Listed as ABBA – Mamma Mia (Spanish Version) (Gracias Por La Musica (Deluxe Edition)) · Watch on YouTube

youtube_video 6Q8yQAHQiAM · row 6Q8yQAHQiAM

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Se Me Esta Escapando

Listed as ABBA – Se Me Esta Escapando (Oro "Grandes Exitos") · Watch on YouTube

youtube_video 734sEyVJ1gY · row 734sEyVJ1gY

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People Need Love

Listed as ABBA – People Need Love (Ring Ring) · Watch on YouTube

youtube_video 9vu-5G92OVo · row 9vu-5G92OVo

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Like An Angel Passing Through My Room

Listed as ABBA – Like An Angel Passing Through My Room (The Visitors) · Watch on YouTube

youtube_video AtjFLUx-a5M · row AtjFLUx-a5M

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As Good As New

Listed as ABBA – As Good As New (Voulez-Vous) · Watch on YouTube

youtube_video BrkCMvGpf38 · row BrkCMvGpf38

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Soldiers

Listed as ABBA – Soldiers (The Visitors) · Watch on YouTube

youtube_video CNK_o7sbm_w · row CNK_o7sbm_w

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Me And I

Listed as ABBA – Me And I (Super Trouper) · Watch on YouTube

youtube_video CaoBiFYu-FI · row CaoBiFYu-FI

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Andante, Andante (Spanish Version)

Listed as ABBA – Andante, Andante (Spanish Version) (Gracias Por La Musica (Deluxe Edition)) · Watch on YouTube

youtube_video DTw0a0WbQz0 · row DTw0a0WbQz0

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Tropical Loveland

Listed as ABBA – Tropical Loveland (Abba) · Watch on YouTube

youtube_video JfFEOh9AsR8 · row JfFEOh9AsR8

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Conociendome, Conociendote (Spanish Version)

Listed as ABBA – Conociendome, Conociendote (Spanish Version) (Gracias Por La Musica (Deluxe Edition)) · Watch on YouTube

youtube_video OQNluaqNvmU · row OQNluaqNvmU

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Bang-A-Boomerang

Listed as ABBA – Bang-A-Boomerang (Abba) · Watch on YouTube

youtube_video OZUEMDl1YtQ · row OZUEMDl1YtQ

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Kisses Of Fire

Listed as ABBA – Kisses Of Fire (Voulez-Vous) · Watch on YouTube

youtube_video PGbRTyOo5fY · row PGbRTyOo5fY

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I Can Be That Woman

Listed as ABBA – I Can Be That Woman (Voyage) · Watch on YouTube

youtube_video PHzpJJQE4nY · row PHzpJJQE4nY

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Love Isn't Easy (But It Sure Is Hard Enough)

Listed as ABBA – Love Isn't Easy (But It Sure Is Hard Enough) (Ring Ring) · Watch on YouTube

youtube_video Pp6fyDjrgHM · row Pp6fyDjrgHM

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The Visitors

Listed as ABBA – The Visitors (The Visitors) · Watch on YouTube

youtube_video T_xFpjlrF38 · row T_xFpjlrF38

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Lovelight

Listed as ABBA – Lovelight (Voulez-Vous) · Watch on YouTube

youtube_video U7-1hc2INmQ · row U7-1hc2INmQ

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No Doubt About It

Listed as ABBA – No Doubt About It (Voyage) · Watch on YouTube

youtube_video U9RAPEqw6Z0 · row U9RAPEqw6Z0

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Another Town, Another Train

Listed as ABBA – Another Town, Another Train (Ring Ring) · Watch on YouTube

youtube_video Vy-jfDDCGXU · row Vy-jfDDCGXU

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When You Danced With Me

Listed as ABBA – When You Danced With Me (Voyage) · Watch on YouTube

youtube_video Y8c5vWdhfpw · row Y8c5vWdhfpw

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Elaine

Listed as ABBA – Elaine (Super Trouper) · Watch on YouTube

youtube_video YAGZ8at4Joc · row YAGZ8at4Joc

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Put On Your White Sombrero

Listed as ABBA – Put On Your White Sombrero (Super Trouper) · Watch on YouTube

youtube_video ZNoRd-XnZGg · row ZNoRd-XnZGg

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Lovers (Live A Little Longer)

Listed as ABBA – Lovers (Live A Little Longer) (Voulez-Vous) · Watch on YouTube

youtube_video a02pJY2FauI · row a02pJY2FauI

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The Way Old Friends Do (Live At Wembley Arena, London, England / 1979)

Listed as ABBA – The Way Old Friends Do (Live At Wembley Arena, London, England / 1979) (Super Trouper) · Watch on YouTube

youtube_video d1-uLBhcJZc · row d1-uLBhcJZc

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On And On And On

Listed as ABBA – On And On And On (Super Trouper) · Watch on YouTube

youtube_video dlUQM5PD51o · row dlUQM5PD51o

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Rock Me

Listed as ABBA – Rock Me (Abba) · Watch on YouTube

youtube_video ee61sCsLZC8 · row ee61sCsLZC8

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I Let The Music Speak

Listed as ABBA – I Let The Music Speak (The Visitors) · Watch on YouTube

youtube_video f8QmHs8aqCE · row f8QmHs8aqCE

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La Reina Del Baile

Listed as ABBA – La Reina Del Baile (Gracias Por La Musica (Deluxe Edition)) · Watch on YouTube

youtube_video fF5Dv0ZlEDo · row fF5Dv0ZlEDo

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Slipping Through My Fingers / Me And I (Live From Dick Cavett Meets Abba, Sveriges Television / 1981)

Listed as ABBA – Slipping Through My Fingers / Me And I (Live From Dick Cavett Meets Abba, Sveriges Television / 1981) (Thank You For The Music) · Watch on YouTube

youtube_video fTg0MpTZ5Mo · row fTg0MpTZ5Mo

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Tiger

Listed as ABBA – Tiger (Arrival) · Watch on YouTube

youtube_video htziQt0pCAQ · row htziQt0pCAQ

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Keep An Eye On Dan

Listed as ABBA – Keep An Eye On Dan (Voyage) · Watch on YouTube

youtube_video kIywjSfqP9c · row kIywjSfqP9c

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Should I Laugh Or Cry

Listed as ABBA – Should I Laugh Or Cry (The Visitors) · Watch on YouTube

youtube_video kTmZnQOfAF8 · row kTmZnQOfAF8

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Ode To Freedom

Listed as ABBA – Ode To Freedom (Voyage) · Watch on YouTube

youtube_video mrA7ld0eVvc · row mrA7ld0eVvc

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One Man, One Woman

Listed as ABBA – One Man, One Woman (The Album) · Watch on YouTube

youtube_video oAEdM-lUqEQ · row oAEdM-lUqEQ

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The Piper

Listed as ABBA – The Piper (Super Trouper) · Watch on YouTube

youtube_video oc4XqKSWOSc · row oc4XqKSWOSc

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Cassandra

Listed as ABBA – Cassandra (The Visitors) · Watch on YouTube

youtube_video qaS-4edJ_t8 · row qaS-4edJ_t8

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Dance (While The Music Still Goes On)

Listed as ABBA – Dance (While The Music Still Goes On) (Waterloo (Deluxe Edition)) · Watch on YouTube

youtube_video qv1ir-KDNNA · row qv1ir-KDNNA

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King Kong Song

Listed as ABBA – King Kong Song (Waterloo (Deluxe Edition)) · Watch on YouTube

youtube_video sG82nAfyc8Q · row sG82nAfyc8Q

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Little Things

Listed as ABBA – Little Things (Voyage) · Watch on YouTube

youtube_video sSQx-Bvzlfo · row sSQx-Bvzlfo

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Hey, Hey Helen

Listed as ABBA – Hey, Hey Helen (Abba) · Watch on YouTube

youtube_video tN0d5QPDUZA · row tN0d5QPDUZA

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Hasta Mañana (Spanish Version)

Listed as ABBA – Hasta Mañana (Spanish Version) (Waterloo (Deluxe Edition)) · Watch on YouTube

youtube_video vXq7THXQ1RY · row vXq7THXQ1RY

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Nina, Pretty Ballerina

Listed as ABBA – Nina, Pretty Ballerina (Ring Ring) · Watch on YouTube

youtube_video xK0wk5kQYlU · row xK0wk5kQYlU

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Bumblebee

Listed as ABBA – Bumblebee (Voyage) · Watch on YouTube

youtube_video z4dQUI73xVQ · row z4dQUI73xVQ

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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.