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 My Love, My Life, Voulez-Vous, Money, Money, Money

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.

My Love, My Life

Listed as ABBA – My Love, My Life (Arrival) · Watch on YouTube

youtube_video -1CKpjW9wek · row -1CKpjW9wek

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Voulez-Vous

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

youtube_video 0X2mn7Sk9lQ · row 0X2mn7Sk9lQ

LAION-DISCO-12M

Money, Money, Money

Listed as ABBA – Money, Money, Money (Arrival) · Watch on YouTube

youtube_video 1LPNuFkteI8 · row 1LPNuFkteI8

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Head Over Heels

Listed as ABBA – Head Over Heels (The Visitors (Deluxe Edition)) · Watch on YouTube

youtube_video 28u54Opf-TI · row 28u54Opf-TI

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Gracias Por La Musica (Spanish Version)

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

youtube_video 3coEKxZkHxs · row 3coEKxZkHxs

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Estoy Soñando (Spanish Version)

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

youtube_video 5jRp9HkgzrY · row 5jRp9HkgzrY

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Lay All Your Love On Me

Listed as ABBA – Lay All Your Love On Me (Super Trouper) · Watch on YouTube

youtube_video 5mHzaIehRTE · row 5mHzaIehRTE

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Why Did It Have To Be Me?

Listed as ABBA – Why Did It Have To Be Me? (Arrival) · Watch on YouTube

youtube_video 8G-XwarxyMs · row 8G-XwarxyMs

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Chiquitita

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

youtube_video 8WyfVoFM9As · row 8WyfVoFM9As

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When I Kissed The Teacher

Listed as ABBA – When I Kissed The Teacher (Arrival) · Watch on YouTube

youtube_video 8dW8XRt5-hY · row 8dW8XRt5-hY

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Waterloo

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

youtube_video 9y-8ZiAJiQo · row 9y-8ZiAJiQo

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Andante, Andante

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

youtube_video CS-30pO94lo · row CS-30pO94lo

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SOS

Listed as ABBA – SOS (Abba) · Watch on YouTube

youtube_video CxMcD8QHVag · row CxMcD8QHVag

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Take A Chance On Me

Listed as ABBA – Take A Chance On Me (The Album) · Watch on YouTube

youtube_video DkkQ8dCPiwA · row DkkQ8dCPiwA

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Angel Eyes

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

youtube_video GHddJnNo_BQ · row GHddJnNo_BQ

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I've Been Waiting For You

Listed as ABBA – I've Been Waiting For You (Abba) · Watch on YouTube

youtube_video IoeiHPnOHQc · row IoeiHPnOHQc

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Summer Night City

Listed as ABBA – Summer Night City (Voulez-Vous) · Watch on YouTube

youtube_video JPMqkfMEJ9A · row JPMqkfMEJ9A

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Mamma Mia

Listed as ABBA – Mamma Mia (Abba) · Watch on YouTube

youtube_video KMViJKmAV4M · row KMViJKmAV4M

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Honey, Honey

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

youtube_video KdHylCUiNJk · row KdHylCUiNJk

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I Have A Dream

Listed as ABBA – I Have A Dream (Voulez-Vous) · Watch on YouTube

youtube_video LxBbX9IdA2Y · row LxBbX9IdA2Y

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Eagle (Long Version)

Listed as ABBA – Eagle (Long Version) (The Album) · Watch on YouTube

youtube_video Lz1wBYIudbA · row Lz1wBYIudbA

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Thank You For The Music

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

youtube_video MjKUy_dw0Tk · row MjKUy_dw0Tk

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Does Your Mother Know

Listed as ABBA – Does Your Mother Know (Voulez-Vous) · Watch on YouTube

youtube_video PfvAiukymyw · row PfvAiukymyw

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When All Is Said And Done

Listed as ABBA – When All Is Said And Done (The Visitors (Deluxe Edition)) · Watch on YouTube

youtube_video QI-n7X0SFGs · row QI-n7X0SFGs

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So Long

Listed as ABBA – So Long (Abba) · Watch on YouTube

youtube_video TH_IDPkexWs · row TH_IDPkexWs

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The Day Before You Came

Listed as ABBA – The Day Before You Came (The Visitors) · Watch on YouTube

youtube_video Uh07JBdb_gc · row Uh07JBdb_gc

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One Of Us

Listed as ABBA – One Of Us (The Visitors (Deluxe Edition)) · Watch on YouTube

youtube_video WQMg5zkFJ2k · row WQMg5zkFJ2k

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The Winner Takes It All

Listed as ABBA – The Winner Takes It All (Super Trouper) · Watch on YouTube

youtube_video WbnG3eAGb6Y · row WbnG3eAGb6Y

LAION-DISCO-12M

Dancing Queen

Listed as ABBA – Dancing Queen (Arrival) · Watch on YouTube

youtube_video YkLLcIKhJ64 · row YkLLcIKhJ64

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Knowing Me, Knowing You

Listed as ABBA – Knowing Me, Knowing You (Arrival) · Watch on YouTube

youtube_video _oAnFBiQng4 · row _oAnFBiQng4

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Fernando

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

youtube_video b-U3-Sla8GM · row b-U3-Sla8GM

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I Do, I Do, I Do, I Do, I Do

Listed as ABBA – I Do, I Do, I Do, I Do, I Do (Abba) · Watch on YouTube

youtube_video bXep0aHynAQ · row bXep0aHynAQ

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Fernando (Spanish Version)

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

youtube_video bprrWMQ9DDY · row bprrWMQ9DDY

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Super Trouper

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

youtube_video cBjAZvpJDQs · row cBjAZvpJDQs

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Happy New Year

Listed as ABBA – Happy New Year (Super Trouper) · Watch on YouTube

youtube_video dpdz82zW0kU · row dpdz82zW0kU

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Move On

Listed as ABBA – Move On (The Album) · Watch on YouTube

youtube_video e5GKZgsgi4g · row e5GKZgsgi4g

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Ring Ring (English Version)

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

youtube_video gIivqQ5T8sE · row gIivqQ5T8sE

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Slipping Through My Fingers

Listed as ABBA – Slipping Through My Fingers (The Visitors) · Watch on YouTube

youtube_video hRr7qRb-7k4 · row hRr7qRb-7k4

LAION-DISCO-12M

I Still Have Faith In You

Listed as ABBA – I Still Have Faith In You (I Still Have Faith In You / Don't Shut Me Down) · Watch on YouTube

youtube_video jKsUSjcsgII · row jKsUSjcsgII

LAION-DISCO-12M

Under Attack

Listed as ABBA – Under Attack (The Visitors (Deluxe Edition)) · Watch on YouTube

youtube_video lUCK0RGg3QA · row lUCK0RGg3QA

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The Name Of The Game

Listed as ABBA – The Name Of The Game (The Album) · Watch on YouTube

youtube_video mK3f-D4kdLs · row mK3f-D4kdLs

LAION-DISCO-12M

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

Listed as ABBA – Gimme! Gimme! Gimme! (A Man After Midnight) (Voulez-Vous) · Watch on YouTube

youtube_video pa2j0Bh83ms · row pa2j0Bh83ms

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Hasta Manana

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

youtube_video tpedbPUzLvQ · row tpedbPUzLvQ

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Don't Shut Me Down

Listed as ABBA – Don't Shut Me Down (I Still Have Faith In You / Don't Shut Me Down) · Watch on YouTube

youtube_video uHU48c-dtqk · row uHU48c-dtqk

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That's Me

Listed as ABBA – That's Me (Arrival) · Watch on YouTube

youtube_video uV3Sh91Zy9E · row uV3Sh91Zy9E

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Just A Notion

Listed as ABBA – Just A Notion (Voyage) · Watch on YouTube

youtube_video xGJ_1bwvZmw · row xGJ_1bwvZmw

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Our Last Summer

Listed as ABBA – Our Last Summer (Super Trouper) · Watch on YouTube

youtube_video xm3s1sANRDE · row xm3s1sANRDE

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Arrival

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

youtube_video z0QGBBYEYqE · row z0QGBBYEYqE

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Chiquitita (Spanish Version)

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

youtube_video z8ERrSj8SlY · row z8ERrSj8SlY

LAION-DISCO-12M

If It Wasn't For The Nights

Listed as ABBA – If It Wasn't For The Nights (Voulez-Vous) · Watch on YouTube

youtube_video ziz_2mIgY04 · row ziz_2mIgY04

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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.