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 Never My Love (Rerecorded), Look at Me, Look at You, Requiem For The Masses

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.

Never My Love (Rerecorded)

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

youtube_video -1RVF9mxGsQ · row -1RVF9mxGsQ

LAION-DISCO-12M

Look at Me, Look at You

Listed as The Association – Look at Me, Look at You (The Association) · Watch on YouTube

youtube_video 2R-45edajfY · row 2R-45edajfY

LAION-DISCO-12M

Requiem For The Masses

Listed as The Association – Requiem For The Masses (Insight Out (Mono)) · Watch on YouTube

youtube_video 2r2jo71QSM4 · row 2r2jo71QSM4

LAION-DISCO-12M

On a Quiet Night (Remastered Version)

Listed as The Association – On a Quiet Night (Remastered Version) (Insight Out) · Watch on YouTube

youtube_video 32FdjGYkYik · row 32FdjGYkYik

LAION-DISCO-12M

Memories of You

Listed as The Association – Memories of You (Renaissance) · Watch on YouTube

youtube_video 5JNAt-3uwic · row 5JNAt-3uwic

LAION-DISCO-12M

Dubuque Blues

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

youtube_video 7fkv_NFUjus · row 7fkv_NFUjus

LAION-DISCO-12M

Along Comes Mary (Original Artist re-recording)

Listed as Association – Along Comes Mary (Original Artist re-recording) (1960s Happy Days) · Watch on YouTube

youtube_video 9-ZyxM9ex4Q · row 9-ZyxM9ex4Q

LAION-DISCO-12M

Darling Be Home Soon

Listed as The Association – Darling Be Home Soon (Waterbeds In Trinidad! (Expanded Edition)) · Watch on YouTube

youtube_video 9RS7VZhysA4 · row 9RS7VZhysA4

LAION-DISCO-12M

Wasn't It Bit Like Now (Remastered Version)

Listed as The Association – Wasn't It Bit Like Now (Remastered Version) (Insight Out) · Watch on YouTube

youtube_video D4CEF7ykHfU · row D4CEF7ykHfU

LAION-DISCO-12M

Enter the Young

Listed as The Association – Enter the Young (Greatest Hits) · Watch on YouTube

youtube_video Dk8DJvi_F64 · row Dk8DJvi_F64

LAION-DISCO-12M

Windy (Re-Recorded)

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

youtube_video E4aWmhDT8nw · row E4aWmhDT8nw

LAION-DISCO-12M

Reputation

Listed as The Association – Reputation (Insight Out (Mono)) · Watch on YouTube

youtube_video G7zReJP_vqs · row G7zReJP_vqs

LAION-DISCO-12M

Time for Livin'

Listed as The Association – Time for Livin' (The Assocation: The Essentials) · Watch on YouTube

youtube_video GXSxD0lWxQo · row GXSxD0lWxQo

LAION-DISCO-12M

Remember

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

youtube_video Hk5S-grf4-I · row Hk5S-grf4-I

LAION-DISCO-12M

So Kind to Me (Brenda's Theme)

Listed as The Association – So Kind to Me (Brenda's Theme) (Goodbye Columbus) · Watch on YouTube

youtube_video Hm2s39f4hAA · row Hm2s39f4hAA

LAION-DISCO-12M

Everything That Touches You

Listed as The Association – Everything That Touches You (The Assocation: The Essentials) · Watch on YouTube

youtube_video I7ImAQrKwZY · row I7ImAQrKwZY

LAION-DISCO-12M

Along Comes Mary

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

youtube_video II7oj4dTSw4 · row II7oj4dTSw4

LAION-DISCO-12M

We Love Us (Remastered Version)

Listed as The Association – We Love Us (Remastered Version) (Insight Out) · Watch on YouTube

youtube_video IqSOoLNZw_w · row IqSOoLNZw_w

LAION-DISCO-12M

Barefoot Gentleman

Listed as The Association – Barefoot Gentleman (Birthday) · Watch on YouTube

youtube_video JPPmTckaol8 · row JPPmTckaol8

LAION-DISCO-12M

Message of Our Love

Listed as The Association – Message of Our Love (And Then...Along Comes) · Watch on YouTube

youtube_video LtcqSaOYmJM · row LtcqSaOYmJM

LAION-DISCO-12M

I'll Be Your Man

Listed as The Association – I'll Be Your Man (And Then...Along Comes) · Watch on YouTube

youtube_video Sa6uSB8GwKc · row Sa6uSB8GwKc

LAION-DISCO-12M

Don't Blame It on Me

Listed as The Association – Don't Blame It on Me (And Then...Along Comes) · Watch on YouTube

youtube_video UI-M-SBlJsI · row UI-M-SBlJsI

LAION-DISCO-12M

Six Man Band (Remastered Version)

Listed as The Association – Six Man Band (Remastered Version) (The Assocation: The Essentials) · Watch on YouTube

youtube_video UOBS8oPhTxY · row UOBS8oPhTxY

LAION-DISCO-12M

Windy (Remastered Version)

Listed as The Association – Windy (Remastered Version) (Insight Out) · Watch on YouTube

youtube_video VUv9OK4KUv8 · row VUv9OK4KUv8

LAION-DISCO-12M

Happiness Is

Listed as The Association – Happiness Is (Insight Out (Mono)) · Watch on YouTube

youtube_video X_dDbeXl7Zw · row X_dDbeXl7Zw

LAION-DISCO-12M

Windy (Original Artist Re-recording)

Listed as The Association – Windy (Original Artist Re-recording) (1960s Happy Days) · Watch on YouTube

youtube_video _bK4Y9GDmlM · row _bK4Y9GDmlM

LAION-DISCO-12M

Round Again

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

youtube_video _dgQI12rc1A · row _dgQI12rc1A

LAION-DISCO-12M

Pandora's Golden Heebie Jeebies

Listed as The Association – Pandora's Golden Heebie Jeebies (Pop Psych) · Watch on YouTube

youtube_video bSrGPlbxNbI · row bSrGPlbxNbI

LAION-DISCO-12M

Cherish (Rerecorded)

Listed as The Association – Cherish (Rerecorded) (For the One I Love) · Watch on YouTube

youtube_video dnX9yqknsSY · row dnX9yqknsSY

LAION-DISCO-12M

Sometime

Listed as The Association – Sometime (Insight Out (Mono)) · Watch on YouTube

youtube_video g75C8Sm_qN8 · row g75C8Sm_qN8

LAION-DISCO-12M

Come on In

Listed as The Association – Come on In (Birthday) · Watch on YouTube

youtube_video g7VvUg_jG1Y · row g7VvUg_jG1Y

LAION-DISCO-12M

Enter the Young

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

youtube_video ggr3Aj6sOfA · row ggr3Aj6sOfA

LAION-DISCO-12M

Never My Love (Remastered Version)

Listed as The Association – Never My Love (Remastered Version) (Insight Out) · Watch on YouTube

youtube_video ixfu_BA9-9s · row ixfu_BA9-9s

LAION-DISCO-12M

The Time It Is Today

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

youtube_video jXQphqHklyw · row jXQphqHklyw

LAION-DISCO-12M

Toymaker

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

youtube_video jhXJU8sB4rU · row jhXJU8sB4rU

LAION-DISCO-12M

Birthday Morning

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

youtube_video jpk1eBTIN_I · row jpk1eBTIN_I

LAION-DISCO-12M

Your Own Love

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

youtube_video jvmNYJap2mQ · row jvmNYJap2mQ

LAION-DISCO-12M

Never My Love

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

youtube_video lj6U3egmeVI · row lj6U3egmeVI

LAION-DISCO-12M

Windy (Rerecorded)

Listed as The Association – Windy (Rerecorded) (Super Box of Rock, Vol. 3) · Watch on YouTube

youtube_video mmjpeNKl2Rk · row mmjpeNKl2Rk

LAION-DISCO-12M

Wantin' Ain't Gettin' (Remastered Version)

Listed as The Association – Wantin' Ain't Gettin' (Remastered Version) (Insight Out) · Watch on YouTube

youtube_video msnkBKDITBY · row msnkBKDITBY

LAION-DISCO-12M

Standing Still

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

youtube_video nOKxkrvopNY · row nOKxkrvopNY

LAION-DISCO-12M

When Love Comes To Me

Listed as The Association – When Love Comes To Me (Insight Out (Mono)) · Watch on YouTube

youtube_video nyNr4ys15Bk · row nyNr4ys15Bk

LAION-DISCO-12M

One Too Many Mornings (Single Version)

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

youtube_video o5Kv8wNF7ZQ · row o5Kv8wNF7ZQ

LAION-DISCO-12M

Cherish

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

youtube_video ockGFrrHL7A · row ockGFrrHL7A

LAION-DISCO-12M

Goodbye Columbus (Remastered Version)

Listed as The Association – Goodbye Columbus (Remastered Version) (The Assocation: The Essentials) · Watch on YouTube

youtube_video otIXh5NDpk4 · row otIXh5NDpk4

LAION-DISCO-12M

Like Always

Listed as The Association – Like Always (The Assocation: The Essentials) · Watch on YouTube

youtube_video qpGWMM1Hx7M · row qpGWMM1Hx7M

LAION-DISCO-12M

Cherish (Original artist re-recording)

Listed as The Association – Cherish (Original artist re-recording) (Happy Days Of The 60s) · Watch on YouTube

youtube_video rpWq8oifXYw · row rpWq8oifXYw

LAION-DISCO-12M

No Fair at All

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

youtube_video t0NvbFYr_2g · row t0NvbFYr_2g

LAION-DISCO-12M

Never My Love (Original Artist re-recording)

Listed as The Association – Never My Love (Original Artist re-recording) (1960s Happy Days) · Watch on YouTube

youtube_video xjo4D5Q8w0A · row xjo4D5Q8w0A

LAION-DISCO-12M

Rose Petals, Incense and a Kitten

Listed as The Association – Rose Petals, Incense and a Kitten (Birthday) · Watch on YouTube

youtube_video zXPSUtx5hHA · row zXPSUtx5hHA

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.