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 Seven Man Band (aka Six Man Band) (Live Version), Do That to Me One More Time, Goodbye, Columbus (Rerecorded)

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.

Seven Man Band (aka Six Man Band) (Live Version)

Listed as The Association – Seven Man Band (aka Six Man Band) (Live Version) (Live) · Watch on YouTube

youtube_video 04RZtXhjIDs · row 04RZtXhjIDs

LAION-DISCO-12M

Do That to Me One More Time

Listed as The Association – Do That to Me One More Time (The Association: Studio 102 Essentials) · Watch on YouTube

youtube_video 1bsvXk_tstE · row 1bsvXk_tstE

LAION-DISCO-12M

Goodbye, Columbus (Rerecorded)

Listed as The Association – Goodbye, Columbus (Rerecorded) (The Association: Studio 102 Essentials) · Watch on YouTube

youtube_video 2vV6d9smU1o · row 2vV6d9smU1o

LAION-DISCO-12M

Dreamer (Single Version)

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

youtube_video 4SdqRSocxiA · row 4SdqRSocxiA

LAION-DISCO-12M

P.F. Sloan

Listed as The Association – P.F. Sloan (Stop Your Motor) · Watch on YouTube

youtube_video 4aqm56f-CGI · row 4aqm56f-CGI

LAION-DISCO-12M

Bring Yourself Home

Listed as The Association – Bring Yourself Home (Stop Your Motor) · Watch on YouTube

youtube_video 7s5KmUNIlXU · row 7s5KmUNIlXU

LAION-DISCO-12M

Never My Love (Instrumental)

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

youtube_video 89T63p0rrvA · row 89T63p0rrvA

LAION-DISCO-12M

Never My Love

Listed as The Association, The Courettes – Never My Love (Never My Love) · Watch on YouTube

youtube_video 8DlMhIinC-4 · row 8DlMhIinC-4

LAION-DISCO-12M

Dartmouth? Dartmouth!

Listed as The Association – Dartmouth? Dartmouth! (Goodbye Columbus) · Watch on YouTube

youtube_video 91smcLc-vH4 · row 91smcLc-vH4

LAION-DISCO-12M

Love Has a Way

Listed as The Association – Love Has a Way (Goodbye Columbus) · Watch on YouTube

youtube_video B-ZhphkQqqA · row B-ZhphkQqqA

LAION-DISCO-12M

Come The Fall (Single Version)

Listed as The Association – Come The Fall (Single Version) (Waterbeds In Trinidad! (Expanded Edition)) · Watch on YouTube

youtube_video BVP-f4axxTA · row BVP-f4axxTA

LAION-DISCO-12M

Love Affair

Listed as The Association – Love Affair (The Association) · Watch on YouTube

youtube_video C-wzgwKHAko · row C-wzgwKHAko

LAION-DISCO-12M

I'm the One

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

youtube_video E66nCcXRpTM · row E66nCcXRpTM

LAION-DISCO-12M

You Hear Me Call Your Name

Listed as The Association – You Hear Me Call Your Name (Renaissance) · Watch on YouTube

youtube_video GFItLi2gOw0 · row GFItLi2gOw0

LAION-DISCO-12M

A Time for Love

Listed as The Association – A Time for Love (Goodbye Columbus) · Watch on YouTube

youtube_video GhB3eziy338 · row GhB3eziy338

LAION-DISCO-12M

Silver Morning

Listed as The Association – Silver Morning (Stop Your Motor) · Watch on YouTube

youtube_video I_rnd2Ntx-c · row I_rnd2Ntx-c

LAION-DISCO-12M

Blistered

Listed as The Association – Blistered (And Then...Along Comes) · Watch on YouTube

youtube_video JRmknpLCJLk · row JRmknpLCJLk

LAION-DISCO-12M

Broccoli

Listed as The Association – Broccoli (The Association) · Watch on YouTube

youtube_video LzMjXjxy2dY · row LzMjXjxy2dY

LAION-DISCO-12M

Silent Song Thru The Land

Listed as The Association – Silent Song Thru The Land (Waterbeds In Trinidad! (Expanded Edition)) · Watch on YouTube

youtube_video MwtJRB5CsGs · row MwtJRB5CsGs

LAION-DISCO-12M

Under Branches

Listed as The Association – Under Branches (The Association) · Watch on YouTube

youtube_video R_WyPD1MIRs · row R_WyPD1MIRs

LAION-DISCO-12M

A Moment to Share

Listed as The Association – A Moment to Share (Goodbye Columbus) · Watch on YouTube

youtube_video TGvTVSsXzdQ · row TGvTVSsXzdQ

LAION-DISCO-12M

You're in My Heart

Listed as The Association – You're in My Heart (The Association: Studio 102 Essentials) · Watch on YouTube

youtube_video VSgakeo2fdU · row VSgakeo2fdU

LAION-DISCO-12M

Goodbye Columbus (Live Version)

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

youtube_video VYg1goKZ8U8 · row VYg1goKZ8U8

LAION-DISCO-12M

Just the Way You Are

Listed as The Association – Just the Way You Are (The Association: Studio 102 Essentials) · Watch on YouTube

youtube_video WIpxrJBpsfg · row WIpxrJBpsfg

LAION-DISCO-12M

Names, Tags, Numbers & Labels

Listed as The Association – Names, Tags, Numbers & Labels (Tra La La) · Watch on YouTube

youtube_video WkpvbeNmHao · row WkpvbeNmHao

LAION-DISCO-12M

Little Road And A Stone To Roll

Listed as The Association – Little Road And A Stone To Roll (Waterbeds In Trinidad! (Expanded Edition)) · Watch on YouTube

youtube_video WxSpg1qs9Fc · row WxSpg1qs9Fc

LAION-DISCO-12M

Looking Glass (Remastered Single Edit)

Listed as The Association – Looking Glass (Remastered Single Edit) (Renaissance) · Watch on YouTube

youtube_video XgZbVZXh7hw · row XgZbVZXh7hw

LAION-DISCO-12M

Boy on the Mountain

Listed as The Association – Boy on the Mountain (The Association) · Watch on YouTube

youtube_video YOKKkoAjiiM · row YOKKkoAjiiM

LAION-DISCO-12M

How Will I Know You?

Listed as The Association – How Will I Know You? (Goodbye Columbus) · Watch on YouTube

youtube_video ZmBKFdufhB8 · row ZmBKFdufhB8

LAION-DISCO-12M

Changes

Listed as The Association – Changes (And Then...Along Comes) · Watch on YouTube

youtube_video afiL4hS2blU · row afiL4hS2blU

LAION-DISCO-12M

Small Town Lovers (Single Version)

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

youtube_video b5wa9IM2Msk · row b5wa9IM2Msk

LAION-DISCO-12M

Babe I'm Gonna Leave You (Single Version)

Listed as The Association – Babe I'm Gonna Leave You (Single Version) (Just The Right Sound: The Association Anthology [Digital Version]) · Watch on YouTube

youtube_video e-UuoxrYXxI · row e-UuoxrYXxI

LAION-DISCO-12M

No Fair at All (Mono Version)

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

youtube_video f88Hu8QH3Kw · row f88Hu8QH3Kw

LAION-DISCO-12M

Hear in Here

Listed as The Association – Hear in Here (Birthday) · Watch on YouTube

youtube_video fKnF_P_hYO0 · row fKnF_P_hYO0

LAION-DISCO-12M

Goodbye Forever

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

youtube_video gHAUBsk9me4 · row gHAUBsk9me4

LAION-DISCO-12M

Songs in the Wind

Listed as The Association – Songs in the Wind (Renaissance) · Watch on YouTube

youtube_video gg0Ck2_4o-g · row gg0Ck2_4o-g

LAION-DISCO-12M

Yes, I Will

Listed as The Association – Yes, I Will (The Association) · Watch on YouTube

youtube_video kqLZ3v2bvfA · row kqLZ3v2bvfA

LAION-DISCO-12M

What Were the Words

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

youtube_video lkDjblGzt5k · row lkDjblGzt5k

LAION-DISCO-12M

The Nest

Listed as The Association – The Nest (The Association) · Watch on YouTube

youtube_video nMMBm3yo3qI · row nMMBm3yo3qI

LAION-DISCO-12M

Angeline

Listed as The Association – Angeline (Renaissance) · Watch on YouTube

youtube_video o5AUd2whuD4 · row o5AUd2whuD4

LAION-DISCO-12M

You May Think

Listed as The Association – You May Think (Renaissance) · Watch on YouTube

youtube_video pR0AnpZXpag · row pR0AnpZXpag

LAION-DISCO-12M

Goodbye Columbus (Instrumental)

Listed as The Association – Goodbye Columbus (Instrumental) (Goodbye Columbus) · Watch on YouTube

youtube_video qbhM_3c04tc · row qbhM_3c04tc

LAION-DISCO-12M

Windy (Re-Recorded - Instrumental Version)

Listed as The Association – Windy (Re-Recorded - Instrumental Version) (Windy) · Watch on YouTube

youtube_video rcZScQD_8V4 · row rcZScQD_8V4

LAION-DISCO-12M

Another Time, Another Place

Listed as The Association – Another Time, Another Place (Renaissance) · Watch on YouTube

youtube_video ruiIyZXyTBA · row ruiIyZXyTBA

LAION-DISCO-12M

All Is Mine

Listed as The Association – All Is Mine (Renaissance) · Watch on YouTube

youtube_video t6PSayhMYIk · row t6PSayhMYIk

LAION-DISCO-12M

Isn't She Lovely

Listed as The Association – Isn't She Lovely (The Association: Studio 102 Essentials) · Watch on YouTube

youtube_video tevrWbJFtKQ · row tevrWbJFtKQ

LAION-DISCO-12M

It's Gotta Be Real (Single Version)

Listed as The Association – It's Gotta Be Real (Single Version) (Goodbye Columbus) · Watch on YouTube

youtube_video uvywoaSV5vU · row uvywoaSV5vU

LAION-DISCO-12M

Pandora's Golden Heebie Jeebies (Mono; Single Version)

Listed as The Association – Pandora's Golden Heebie Jeebies (Mono; Single Version) (Renaissance (Deluxe Mono Edition)) · Watch on YouTube

youtube_video vbVIbes8X_g · row vbVIbes8X_g

LAION-DISCO-12M

One Too Many Mornings (Live Version)

Listed as The Association – One Too Many Mornings (Live Version) (Live) · Watch on YouTube

youtube_video z9V6xvpg5OA · row z9V6xvpg5OA

LAION-DISCO-12M

The Bus Song

Listed as The Association – The Bus Song (Birthday) · Watch on YouTube

youtube_video zrRtnTacroE · row zrRtnTacroE

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.