Yes. The Association has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Come to Me (UK Version), Cherish (Live Version), I'm up for Europe

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Come to Me (UK Version)

Listed as The Association – Come to Me (UK Version) (Renaissance) · Watch on YouTube

youtube_video -4WIhZnX2Ig · row -4WIhZnX2Ig

LAION-DISCO-12M

Cherish (Live Version)

Listed as The Association – Cherish (Live Version) (Live) · Watch on YouTube

youtube_video 0cw1lzNXOtI · row 0cw1lzNXOtI

LAION-DISCO-12M

I'm up for Europe

Listed as The Association – I'm up for Europe (The Association) · Watch on YouTube

youtube_video 1Mt8VQJvbtI · row 1Mt8VQJvbtI

LAION-DISCO-12M

No Fair at All (Mono Instrumental Version)

Listed as The Association – No Fair at All (Mono Instrumental Version) (Renaissance (Deluxe Mono Edition)) · Watch on YouTube

youtube_video 4PfBoZkwGbo · row 4PfBoZkwGbo

LAION-DISCO-12M

Please Don't Go (Round The Bend)

Listed as The Association – Please Don't Go (Round The Bend) (Waterbeds In Trinidad! (Expanded Edition)) · Watch on YouTube

youtube_video 51OiGH6ZhAg · row 51OiGH6ZhAg

LAION-DISCO-12M

It's Gotta Be Real

Listed as The Association – It's Gotta Be Real (Stop Your Motor) · Watch on YouTube

youtube_video 61Ws7S0E-rY · row 61Ws7S0E-rY

LAION-DISCO-12M

Are Your Ready for That?

Listed as The Association – Are Your Ready for That? (The Association) · Watch on YouTube

youtube_video 90P3OS_NBLU · row 90P3OS_NBLU

LAION-DISCO-12M

Looking Glass (Mono Version)

Listed as The Association – Looking Glass (Mono Version) (Renaissance (Deluxe Mono Edition)) · Watch on YouTube

youtube_video 9GZcIlNduOA · row 9GZcIlNduOA

LAION-DISCO-12M

Along the Way (Single Version)

Listed as The Association – Along the Way (Single Version) (Just The Right Sound: The Association Anthology [Digital Version]) · Watch on YouTube

youtube_video 9dfDStTmKZU · row 9dfDStTmKZU

LAION-DISCO-12M

Let's Get Together (Live Version)

Listed as The Association – Let's Get Together (Live Version) (Live) · Watch on YouTube

youtube_video 9uS69r-LkmI · row 9uS69r-LkmI

LAION-DISCO-12M

Just About the Same

Listed as The Association – Just About the Same (Just The Right Sound: The Association Anthology [Digital Version]) · Watch on YouTube

youtube_video A02noe4OB2E · row A02noe4OB2E

LAION-DISCO-12M

Ron's Reverie: Across the Field / Carmen Ohio

Listed as The Association – Ron's Reverie: Across the Field / Carmen Ohio (Goodbye Columbus) · Watch on YouTube

youtube_video ACeqeA_62Sg · row ACeqeA_62Sg

LAION-DISCO-12M

I'll Be Your Man (Live Version)

Listed as The Association – I'll Be Your Man (Live Version) (Live) · Watch on YouTube

youtube_video DjUL3uQoWGw · row DjUL3uQoWGw

LAION-DISCO-12M

Remember (Live Version)

Listed as The Association – Remember (Live Version) (Live) · Watch on YouTube

youtube_video Dx1rAFO6zg4 · row Dx1rAFO6zg4

LAION-DISCO-12M

I'm the One (Mono Version)

Listed as The Association – I'm the One (Mono Version) (Renaissance (Deluxe Mono Edition)) · Watch on YouTube

youtube_video FMeXBzOiXVE · row FMeXBzOiXVE

LAION-DISCO-12M

Windy

Listed as The Association, The Fuzztones – Windy (Windy) · Watch on YouTube

youtube_video H86OMaN4HKk · row H86OMaN4HKk

LAION-DISCO-12M

Rainbows Bent

Listed as The Association – Rainbows Bent (Waterbeds In Trinidad! (Expanded Edition)) · Watch on YouTube

youtube_video INC395PWk7g · row INC395PWk7g

LAION-DISCO-12M

What Were the Words (Live Version)

Listed as The Association – What Were the Words (Live Version) (Live) · Watch on YouTube

youtube_video J6qfIpCdy1A · row J6qfIpCdy1A

LAION-DISCO-12M

Dubuque Blues (Live Version)

Listed as The Association – Dubuque Blues (Live Version) (Live) · Watch on YouTube

youtube_video L7zalmA88Wg · row L7zalmA88Wg

LAION-DISCO-12M

The Machine

Listed as The Association – The Machine (Just The Right Sound: The Association Anthology [Digital Version]) · Watch on YouTube

youtube_video L_6-mW_6xz8 · row L_6-mW_6xz8

LAION-DISCO-12M

Along the Way

Listed as The Association – Along the Way (Stop Your Motor) · Watch on YouTube

youtube_video OOtiSFj0RDc · row OOtiSFj0RDc

LAION-DISCO-12M

Are Your Ready for That? (Live Version)

Listed as The Association – Are Your Ready for That? (Live Version) (Live) · Watch on YouTube

youtube_video OSp4XVl5ifg · row OSp4XVl5ifg

LAION-DISCO-12M

Funny King of Song

Listed as The Association – Funny King of Song (Stop Your Motor) · Watch on YouTube

youtube_video QJICnaldIFg · row QJICnaldIFg

LAION-DISCO-12M

Indian Wells Woman

Listed as The Association – Indian Wells Woman (Waterbeds In Trinidad! (Expanded Edition)) · Watch on YouTube

youtube_video QnnEIva6gms · row QnnEIva6gms

LAION-DISCO-12M

Just About the Same (Live Version)

Listed as The Association – Just About the Same (Live Version) (Live) · Watch on YouTube

youtube_video S5z11MWRfY0 · row S5z11MWRfY0

LAION-DISCO-12M

Wasn't It Bit Like Now (aka Parallel 23) (Live Version)

Listed as The Association – Wasn't It Bit Like Now (aka Parallel 23) (Live Version) (Live) · Watch on YouTube

youtube_video T2K_ibfLC3w · row T2K_ibfLC3w

LAION-DISCO-12M

Windy (Millennium Remix 2000)

Listed as The Association – Windy (Millennium Remix 2000) (Ten Best) · Watch on YouTube

youtube_video VllN-hqOr_w · row VllN-hqOr_w

LAION-DISCO-12M

Everything That Touches You

Listed as The Association – Everything That Touches You (Their Very Best) · Watch on YouTube

youtube_video Y4GgJPB08TM · row Y4GgJPB08TM

LAION-DISCO-12M

Enter the Young (Live Version)

Listed as The Association – Enter the Young (Live Version) (Live) · Watch on YouTube

youtube_video ZfQQJJn_ny4 · row ZfQQJJn_ny4

LAION-DISCO-12M

The First Sound

Listed as The Association – The First Sound (Stop Your Motor) · Watch on YouTube

youtube_video aMm8FoV1V04 · row aMm8FoV1V04

LAION-DISCO-12M

Traveler's Guide (Spanish Flyer)

Listed as The Association – Traveler's Guide (Spanish Flyer) (Stop Your Motor) · Watch on YouTube

youtube_video bJXP0nCUuqQ · row bJXP0nCUuqQ

LAION-DISCO-12M

Snow Queen

Listed as The Association – Snow Queen (Waterbeds In Trinidad! (Expanded Edition)) · Watch on YouTube

youtube_video bgU2F6CvGTw · row bgU2F6CvGTw

LAION-DISCO-12M

Requiem for the Masses (Live Version)

Listed as The Association – Requiem for the Masses (Live Version) (Live) · Watch on YouTube

youtube_video bnqziepB-AQ · row bnqziepB-AQ

LAION-DISCO-12M

That's Racin'

Listed as The Association – That's Racin' (Stop Your Motor) · Watch on YouTube

youtube_video cWtcfpHi7YQ · row cWtcfpHi7YQ

LAION-DISCO-12M

Kicking The Gong Around

Listed as The Association – Kicking The Gong Around (Waterbeds In Trinidad! (Expanded Edition)) · Watch on YouTube

youtube_video d8oi6AtrY5g · row d8oi6AtrY5g

LAION-DISCO-12M

The Time It Is Today (Live Version)

Listed as The Association – The Time It Is Today (Live Version) (Live) · Watch on YouTube

youtube_video e8zgYJelzHs · row e8zgYJelzHs

LAION-DISCO-12M

Cherish (Live)

Listed as The Association – Cherish (Live) (Spring Break Reunion: The Swingin' '60s) · Watch on YouTube

youtube_video hp62NOLHUWI · row hp62NOLHUWI

LAION-DISCO-12M

Across the Persian Gulf (Single Version)

Listed as The Association – Across the Persian Gulf (Single Version) (Just The Right Sound: The Association Anthology [Digital Version]) · Watch on YouTube

youtube_video i5FMkiZv7ko · row i5FMkiZv7ko

LAION-DISCO-12M

Babe, I'm Gonna Leave You (Live Version)

Listed as The Association – Babe, I'm Gonna Leave You (Live Version) (Live) · Watch on YouTube

youtube_video ipWGFWuSDEw · row ipWGFWuSDEw

LAION-DISCO-12M

Goodbye Forever (Live Version)

Listed as The Association – Goodbye Forever (Live Version) (Live) · Watch on YouTube

youtube_video nLq9CbBblpM · row nLq9CbBblpM

LAION-DISCO-12M

Windy (Live Version)

Listed as The Association – Windy (Live Version) (Live) · Watch on YouTube

youtube_video njZCHRbtUPs · row njZCHRbtUPs

LAION-DISCO-12M

Never My Love (Live Version)

Listed as The Association – Never My Love (Live Version) (Live) · Watch on YouTube

youtube_video ogSpgGbMMXY · row ogSpgGbMMXY

LAION-DISCO-12M

Forty Times (Single Version)

Listed as The Association – Forty Times (Single Version) (Just The Right Sound: The Association Anthology [Digital Version]) · Watch on YouTube

youtube_video s4Wk1i1dUPI · row s4Wk1i1dUPI

LAION-DISCO-12M

Dream Girl (Live Version)

Listed as The Association – Dream Girl (Live Version) (Live) · Watch on YouTube

youtube_video tYOVJBY5j8M · row tYOVJBY5j8M

LAION-DISCO-12M

Midnight Wind

Listed as The Association – Midnight Wind (Waterbeds In Trinidad! (Expanded Edition)) · Watch on YouTube

youtube_video ts0aRplBD7c · row ts0aRplBD7c

LAION-DISCO-12M

Along Comes Mary (Live Version)

Listed as The Association – Along Comes Mary (Live Version) (Live) · Watch on YouTube

youtube_video uDsJ2JTBs8o · row uDsJ2JTBs8o

LAION-DISCO-12M

Songs in the Wind (Mono Instrumental Version)

Listed as The Association – Songs in the Wind (Mono Instrumental Version) (Renaissance (Deluxe Mono Edition)) · Watch on YouTube

youtube_video zOKmYqM-Lg4 · row zOKmYqM-Lg4

LAION-DISCO-12M

Seven Virgins

Listed as The Association – Seven Virgins (Stop Your Motor) · Watch on YouTube

youtube_video zraRBqVVMiQ · row zraRBqVVMiQ

LAION-DISCO-12M

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.