Yes. AB'S has 53 songs listed in a dataset used to train AI music models.

Used for training 53

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 Morning Dew, Cry Baby Blues, LET ME GO～ - Let Me Go-

Listed under the artist name 53 songs in LAION-DISCO-12M

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

Morning Dew

Listed as AB'S – Morning Dew (AB'S-2) · Watch on YouTube

youtube_video -TsBNISftko · row -TsBNISftko

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Cry Baby Blues

Listed as AB'S – Cry Baby Blues (AB'S-3 (+2)) · Watch on YouTube

youtube_video -enY2rbdLaE · row -enY2rbdLaE

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LET ME GO～ - Let Me Go-

Listed as AB'S – LET ME GO～ - Let Me Go- (AB'S-4) · Watch on YouTube

youtube_video 0azOacyTGsQ · row 0azOacyTGsQ

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I'm Falling

Listed as AB'S – I'm Falling (AB'S-4) · Watch on YouTube

youtube_video 2wtVLvmqv8Y · row 2wtVLvmqv8Y

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C.I.A. (Extended Dub Mix)

Listed as AB'S – C.I.A. (Extended Dub Mix) (AB'S-3 (+2)) · Watch on YouTube

youtube_video 3G0bFMiYNgk · row 3G0bFMiYNgk

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Sequence Life

Listed as AB'S – Sequence Life (AB'S-3 (+2)) · Watch on YouTube

youtube_video 4-xdi7pN5Wg · row 4-xdi7pN5Wg

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瞳はモノローグ - Hitomi Wa Monologue

Listed as AB'S – 瞳はモノローグ - Hitomi Wa Monologue (The Best 1983-1988) · Watch on YouTube

youtube_video 4eZ3ACDzs-Q · row 4eZ3ACDzs-Q

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～LET ME GO - -Let Me Go

Listed as AB'S – ～LET ME GO - -Let Me Go (AB'S-4) · Watch on YouTube

youtube_video 5R_fgacder0 · row 5R_fgacder0

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Rain

Listed as Abs – Rain (Abstract Theory) · Watch on YouTube

youtube_video 5RbgyD4SpYw · row 5RbgyD4SpYw

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The Far East Express

Listed as AB'S – The Far East Express (AB'S-3 (+2)) · Watch on YouTube

youtube_video 5ktowZNSwZc · row 5ktowZNSwZc

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Back to the Limbo

Listed as Abs – Back to the Limbo (Abstract Theory) · Watch on YouTube

youtube_video 7IyLqp331qo · row 7IyLqp331qo

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Fear is the Key

Listed as The AB's – Fear is the Key (Underground Rockers, Vol. 2) · Watch on YouTube

youtube_video 7QR2ubTg_XU · row 7QR2ubTg_XU

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C.I.A. (EXTENDED CLUB MIX) [2020 Remaster] - C.I.A. (Extended Club Mix) [2020 Remaster] (Extended Club Mix; 2020 Remaster)

Listed as AB'S – C.I.A. (EXTENDED CLUB MIX) [2020 Remaster] - C.I.A. (Extended Club Mix) [2020 Remaster] (Extended Club Mix; 2020 Remaster) (The Best 1983-1988) · Watch on YouTube

youtube_video 8SnpvdIbd7U · row 8SnpvdIbd7U

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Correspondence

Listed as AB'S – Correspondence (AB'S-2) · Watch on YouTube

youtube_video ADKu70jc1dc · row ADKu70jc1dc

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Destination

Listed as AB'S – Destination (AB'S-2) · Watch on YouTube

youtube_video Dd1U18KsA54 · row Dd1U18KsA54

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DEJA VU (2023 Remaster)

Listed as AB'S – DEJA VU (2023 Remaster) (AB'S (+2; 2023 Remaster)) · Watch on YouTube

youtube_video HRCGnX8uEHI · row HRCGnX8uEHI

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DJANGO (2023 Remaster)

Listed as AB'S – DJANGO (2023 Remaster) (AB'S (+2; 2023 Remaster)) · Watch on YouTube

youtube_video ItOHOdQN17g · row ItOHOdQN17g

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IN THE CITY NIGHT (2023 Remaster)

Listed as AB'S – IN THE CITY NIGHT (2023 Remaster) (AB'S (+2; 2023 Remaster)) · Watch on YouTube

youtube_video J4bA0IvfAtA · row J4bA0IvfAtA

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Roll With Me

Listed as Abs – Roll With Me (Abstract Theory) · Watch on YouTube

youtube_video JY9aQt4mLZc · row JY9aQt4mLZc

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Things Being What They Are

Listed as AB'S – Things Being What They Are (AB'S-4) · Watch on YouTube

youtube_video JcHbZ6ZjfZ8 · row JcHbZ6ZjfZ8

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You Just Gotta Forget About Time

Listed as AB'S – You Just Gotta Forget About Time (AB'S-4) · Watch on YouTube

youtube_video KAyC44RRUf4 · row KAyC44RRUf4

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JUST YOU (2023 Remaster)

Listed as AB'S – JUST YOU (2023 Remaster) (AB'S (+2; 2023 Remaster)) · Watch on YouTube

youtube_video KH4wAMpYfFs · row KH4wAMpYfFs

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C.I.A. (Extended Club Mix)

Listed as AB'S – C.I.A. (Extended Club Mix) (AB'S-3 (+2)) · Watch on YouTube

youtube_video LK55e5WeWoM · row LK55e5WeWoM

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Take a Chance on Me

Listed as AB'S – Take a Chance on Me (AB'S-4) · Watch on YouTube

youtube_video N9zafxpJErA · row N9zafxpJErA

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Heavy Mental Rock

Listed as AB'S – Heavy Mental Rock (AB'S-3 (+2)) · Watch on YouTube

youtube_video N_eoz1bxqOg · row N_eoz1bxqOg

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Stop Sign

Listed as Abs – Stop Sign (Abstract Theory) · Watch on YouTube

youtube_video PSUlFHYI7hQ · row PSUlFHYI7hQ

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FILL THE SAIL (2023 Remaster)

Listed as AB'S – FILL THE SAIL (2023 Remaster) (AB'S (+2; 2023 Remaster)) · Watch on YouTube

youtube_video RIx5hwz3CCU · row RIx5hwz3CCU

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ASIAN MOON (2023 Remaster)

Listed as AB'S – ASIAN MOON (2023 Remaster) (AB'S (+2; 2023 Remaster)) · Watch on YouTube

youtube_video SAGAz4k69nA · row SAGAz4k69nA

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Ethnic Cosmic

Listed as AB'S – Ethnic Cosmic (AB'S-3 (+2)) · Watch on YouTube

youtube_video SBM4oSSWdqs · row SBM4oSSWdqs

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7 Ways (Seven Ways)

Listed as Abs – 7 Ways (Seven Ways) (Abstract Theory) · Watch on YouTube

youtube_video Tcdfir6nu1o · row Tcdfir6nu1o

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Turn Me Up

Listed as Abs – Turn Me Up (Abstract Theory) · Watch on YouTube

youtube_video ZpUf__XAEMI · row ZpUf__XAEMI

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Borderline

Listed as AB'S – Borderline (AB'S-3 (+2)) · Watch on YouTube

youtube_video bk82RAIeGe4 · row bk82RAIeGe4

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One Night in Moscow

Listed as AB'S – One Night in Moscow (AB'S-2) · Watch on YouTube

youtube_video c91rf-bAlUc · row c91rf-bAlUc

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By the End of the Century

Listed as AB'S – By the End of the Century (AB'S-3 (+2)) · Watch on YouTube

youtube_video fVadpWLACz4 · row fVadpWLACz4

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Do You Remember Me?

Listed as AB'S – Do You Remember Me? (AB'S-2) · Watch on YouTube

youtube_video gj1xvQZ_7-k · row gj1xvQZ_7-k

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Lovers Rock

Listed as Abs – Lovers Rock (Abstract Theory) · Watch on YouTube

youtube_video htzYic7JDdo · row htzYic7JDdo

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Emotional

Listed as Abs – Emotional (Abstract Theory) · Watch on YouTube

youtube_video lEtGvO5F-Go · row lEtGvO5F-Go

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All You Ever Know

Listed as AB'S – All You Ever Know (AB'S-4) · Watch on YouTube

youtube_video lYjSPWqT2zA · row lYjSPWqT2zA

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Japanese Punkish Girl

Listed as AB'S – Japanese Punkish Girl (AB'S-2) · Watch on YouTube

youtube_video lbiNpWP3uIE · row lbiNpWP3uIE

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GIRL (2023 Remaster)

Listed as AB'S – GIRL (2023 Remaster) (AB'S (+2; 2023 Remaster)) · Watch on YouTube

youtube_video mBhhz0ZEOWA · row mBhhz0ZEOWA

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Across the Park

Listed as AB'S – Across the Park (AB'S-4) · Watch on YouTube

youtube_video muirBCo6RUo · row muirBCo6RUo

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Shame

Listed as Abs – Shame (Abstract Theory) · Watch on YouTube

youtube_video oAe_YK9na40 · row oAe_YK9na40

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Can't Get Enough of You

Listed as AB'S – Can't Get Enough of You (AB'S-4) · Watch on YouTube

youtube_video oOl118Bl-YM · row oOl118Bl-YM

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Give Back My Heart

Listed as AB'S – Give Back My Heart (AB'S-4) · Watch on YouTube

youtube_video q6vxtqT-9Pg · row q6vxtqT-9Pg

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Just a Rainy Blues

Listed as AB'S – Just a Rainy Blues (AB'S-2) · Watch on YouTube

youtube_video qGyOs3avmE0 · row qGyOs3avmE0

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DEE-DEE-PHONE (2023 Remaster)

Listed as AB'S – DEE-DEE-PHONE (2023 Remaster) (AB'S (+2; 2023 Remaster)) · Watch on YouTube

youtube_video q_0KfZDDiGY · row q_0KfZDDiGY

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Flight 007

Listed as AB'S – Flight 007 (AB'S-2) · Watch on YouTube

youtube_video qwJG_zfpfRQ · row qwJG_zfpfRQ

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We Just Missed Each Other

Listed as AB'S – We Just Missed Each Other (AB'S-4) · Watch on YouTube

youtube_video tS2E7epbmYk · row tS2E7epbmYk

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Angel

Listed as Abs – Angel (Abstract Theory) · Watch on YouTube

youtube_video vPD0tRX4TF4 · row vPD0tRX4TF4

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C.I.A.

Listed as AB'S – C.I.A. (AB'S-3 (+2)) · Watch on YouTube

youtube_video xmpojSmtw6o · row xmpojSmtw6o

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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.