Yes. Federation has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 Go Dumb (album version;; Explicit), 18 Dummy, New Religion (Manmachine Remix)

Listed under the artist name 149 songs in LAION-DISCO-12M

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

Go Dumb (album version;; Explicit)

Listed as Federation – Go Dumb (album version;; Explicit) (Federation "The Album") · Watch on YouTube

youtube_video 0vtZ0bYEW28 · row 0vtZ0bYEW28

LAION-DISCO-12M

18 Dummy

Listed as Federation – 18 Dummy (It's Whateva) · Watch on YouTube

youtube_video 18sWqgCmgZA · row 18sWqgCmgZA

LAION-DISCO-12M

New Religion (Manmachine Remix)

Listed as Federation – New Religion (Manmachine Remix) (New Religion) · Watch on YouTube

youtube_video 2aiF313fV6s · row 2aiF313fV6s

LAION-DISCO-12M

Ghetto Love Song (feat. Next Level & Explicit)

Listed as Federation – Ghetto Love Song (feat. Next Level & Explicit) (Federation "The Album") · Watch on YouTube

youtube_video 2jVDugh4HB8 · row 2jVDugh4HB8

LAION-DISCO-12M

Venus (Alex M.O.R.P.H. Extended Remix)

Listed as Federation – Venus (Alex M.O.R.P.H. Extended Remix) (Venus) · Watch on YouTube

youtube_video 4_k8held1N0 · row 4_k8held1N0

LAION-DISCO-12M

Get There

Listed as The Federation, JT The Bigga FIgga, Mac Mall – Get There (South West Bosses) · Watch on YouTube

youtube_video 5yq-9VOBbpE · row 5yq-9VOBbpE

LAION-DISCO-12M

Innocent Desire (Pure Mix)

Listed as Federation – Innocent Desire (Pure Mix) (Innocent Desire) · Watch on YouTube

youtube_video 6UkIrw4BmR8 · row 6UkIrw4BmR8

LAION-DISCO-12M

Black Roses (feat. Travis Barker)

Listed as Federation – Black Roses (feat. Travis Barker) (It's Whateva) · Watch on YouTube

youtube_video 794M3fibDYU · row 794M3fibDYU

LAION-DISCO-12M

Quiero (Future Disciple Remix)

Listed as Federation – Quiero (Future Disciple Remix) (Quiero) · Watch on YouTube

youtube_video 9u_20AVx6ZQ · row 9u_20AVx6ZQ

LAION-DISCO-12M

Synchronized

Listed as Federation – Synchronized (Synchronized) · Watch on YouTube

youtube_video ACVD-JQz4dI · row ACVD-JQz4dI

LAION-DISCO-12M

Break Your Face

Listed as Federation – Break Your Face (It's Whateva) · Watch on YouTube

youtube_video AUPwjPCh_no · row AUPwjPCh_no

LAION-DISCO-12M

Innocent Desire (Edit)

Listed as Federation – Innocent Desire (Edit) (We Are Planet Perfecto, Vol. 1 (Unmixed) (Selected By Paul Oakenfold)) · Watch on YouTube

youtube_video CYDfI6tCfVQ · row CYDfI6tCfVQ

LAION-DISCO-12M

Go To Work

Listed as Federation – Go To Work (Federation "The Album") · Watch on YouTube

youtube_video Gt9GpDGfPe0 · row Gt9GpDGfPe0

LAION-DISCO-12M

Synchronized (Protoculture Remix)

Listed as Federation – Synchronized (Protoculture Remix) (A State Of Trance Radio Top 15 - June 2011 (Including Classic Bonus Track)) · Watch on YouTube

youtube_video H0a1w-2uSLY · row H0a1w-2uSLY

LAION-DISCO-12M

Watch Out

Listed as The Federation – Watch Out ("Obstacles" Soundtrack) · Watch on YouTube

youtube_video I4DUeigdpjA · row I4DUeigdpjA

LAION-DISCO-12M

New Religion (Indecent Noise Remix)

Listed as Federation – New Religion (Indecent Noise Remix) (New Religion) · Watch on YouTube

youtube_video INqFHNkhutU · row INqFHNkhutU

LAION-DISCO-12M

We Ride (feat. Daz Dillinger, Daz Dillenger & Explicit)

Listed as Federation – We Ride (feat. Daz Dillinger, Daz Dillenger & Explicit) (Federation "The Album") · Watch on YouTube

youtube_video KPGy8iN7erU · row KPGy8iN7erU

LAION-DISCO-12M

She Go (feat. Marty James)

Listed as Federation – She Go (feat. Marty James) (It's Whateva) · Watch on YouTube

youtube_video Ks5M5C7w0GQ · row Ks5M5C7w0GQ

LAION-DISCO-12M

Scraper 2 a Benz (feat. E-40)

Listed as Federation – Scraper 2 a Benz (feat. E-40) (It's Whateva) · Watch on YouTube

youtube_video O5rcoeQfWro · row O5rcoeQfWro

LAION-DISCO-12M

Ho's In Here

Listed as Federation – Ho's In Here (Federation "The Album") · Watch on YouTube

youtube_video OuBZ27VqEM8 · row OuBZ27VqEM8

LAION-DISCO-12M

Quiero

Listed as Federation – Quiero (Quiero) · Watch on YouTube

youtube_video P6DNz7kUOPQ · row P6DNz7kUOPQ

LAION-DISCO-12M

Cold of the Night (feat. Dark Spark)

Listed as The Federation – Cold of the Night (feat. Dark Spark) (Hardcore Styles For Street Rap Preservation) · Watch on YouTube

youtube_video PWOkECO1HrU · row PWOkECO1HrU

LAION-DISCO-12M

Go Ignat (feat. E-40, The Mossie, Turf Talk & & the Federation)

Listed as E-40, The Mossie, Turf Talk, The Federation – Go Ignat (feat. E-40, The Mossie, Turf Talk & & the Federation) (E-40 Presents: The Bay Bridges Compilation) · Watch on YouTube

youtube_video PYhAzhxZKug · row PYhAzhxZKug

LAION-DISCO-12M

In Love With A Hoodrat featuring Undaflow (feat. Undaflow)

Listed as Federation – In Love With A Hoodrat featuring Undaflow (feat. Undaflow) (Federation "The Album") · Watch on YouTube

youtube_video RYo_EuvM32c · row RYo_EuvM32c

LAION-DISCO-12M

Donkey

Listed as Federation – Donkey (Federation "The Album") · Watch on YouTube

youtube_video T-AKv9tePCc · row T-AKv9tePCc

LAION-DISCO-12M

Crazy (Skit)

Listed as Federation – Crazy (Skit) (Federation "The Album") · Watch on YouTube

youtube_video WC3gcLmE5Ik · row WC3gcLmE5Ik

LAION-DISCO-12M

I Only Wear My White Tees Once (Remix)

Listed as Federation – I Only Wear My White Tees Once (Remix) (Fresh Rap) · Watch on YouTube

youtube_video ZlqX_HpxdeA · row ZlqX_HpxdeA

LAION-DISCO-12M

New Baby Daddy

Listed as Federation – New Baby Daddy (It's Whateva) · Watch on YouTube

youtube_video ZvrZ2F1LSJU · row ZvrZ2F1LSJU

LAION-DISCO-12M

What Is It (feat. El Dorado Red & Explicit)

Listed as Federation – What Is It (feat. El Dorado Red & Explicit) (Federation "The Album") · Watch on YouTube

youtube_video _BN_fReHkWU · row _BN_fReHkWU

LAION-DISCO-12M

You Might See Me

Listed as Federation – You Might See Me (Federation "The Album") · Watch on YouTube

youtube_video co_5w6L_0sE · row co_5w6L_0sE

LAION-DISCO-12M

My Rimz

Listed as Federation – My Rimz (It's Whateva) · Watch on YouTube

youtube_video d86xlNWuJ8w · row d86xlNWuJ8w

LAION-DISCO-12M

Damn (interlude)

Listed as Federation – Damn (interlude) (Federation "The Album") · Watch on YouTube

youtube_video dZIYWQbEUvM · row dZIYWQbEUvM

LAION-DISCO-12M

What If I Had A Gun (feat. Undaflow, Twista, Twista and Undaflow & Explicit)

Listed as Federation – What If I Had A Gun (feat. Undaflow, Twista, Twista and Undaflow & Explicit) (Federation "The Album") · Watch on YouTube

youtube_video do2bHrbxg2E · row do2bHrbxg2E

LAION-DISCO-12M

You Don't Want It (feat. Kinsmoke, Battle Loco & Explicit)

Listed as Federation – You Don't Want It (feat. Kinsmoke, Battle Loco & Explicit) (Federation "The Album") · Watch on YouTube

youtube_video eFLlX_8kvp4 · row eFLlX_8kvp4

LAION-DISCO-12M

I Only Wear My White Tees Once (Remix)

Listed as Federation – I Only Wear My White Tees Once (Remix) (18 Dummy/I Only Wear My White Tees Once) · Watch on YouTube

youtube_video fK_UCYWYcAI · row fK_UCYWYcAI

LAION-DISCO-12M

Get Naked You Beezy

Listed as Federation – Get Naked You Beezy (It's Whateva) · Watch on YouTube

youtube_video g4saRFdXRKg · row g4saRFdXRKg

LAION-DISCO-12M

Momma Dot

Listed as Federation – Momma Dot (Federation "The Album") · Watch on YouTube

youtube_video ja0XqlTe6fc · row ja0XqlTe6fc

LAION-DISCO-12M

New Religion (Indecent Noise Dub)

Listed as Federation – New Religion (Indecent Noise Dub) (New Religion) · Watch on YouTube

youtube_video nrunR8h0y4k · row nrunR8h0y4k

LAION-DISCO-12M

Mayhem

Listed as Federation – Mayhem (Federation "The Album") · Watch on YouTube

youtube_video oDxqD3DkkW0 · row oDxqD3DkkW0

LAION-DISCO-12M

When I Was Yo Man

Listed as Federation – When I Was Yo Man (It's Whateva) · Watch on YouTube

youtube_video pq4aBcWdqq4 · row pq4aBcWdqq4

LAION-DISCO-12M

Fly Away

Listed as Federation – Fly Away (It's Whateva) · Watch on YouTube

youtube_video qEXt8YBM2Tw · row qEXt8YBM2Tw

LAION-DISCO-12M

Damn

Listed as Federation – Damn (Federation "The Album") · Watch on YouTube

youtube_video qML8Wizm5AU · row qML8Wizm5AU

LAION-DISCO-12M

From the Bay

Listed as Federation – From the Bay (It's Whateva) · Watch on YouTube

youtube_video sWym2_QUhEg · row sWym2_QUhEg

LAION-DISCO-12M

Bang Bang (feat. Tony Hard Times, Tick, Battle Locco & Eldarado Red)

Listed as Federation – Bang Bang (feat. Tony Hard Times, Tick, Battle Locco & Eldarado Red) (It's Whateva) · Watch on YouTube

youtube_video slYsz0Z7D2Q · row slYsz0Z7D2Q

LAION-DISCO-12M

College Girl

Listed as Federation – College Girl (It's Whateva) · Watch on YouTube

youtube_video vaT7VEEkH60 · row vaT7VEEkH60

LAION-DISCO-12M

Got Me F***ed Up

Listed as Federation – Got Me F***ed Up (It's Whateva) · Watch on YouTube

youtube_video wr_SbSQ7pCo · row wr_SbSQ7pCo

LAION-DISCO-12M

Happy I Met You (feat. Snoop Dogg)

Listed as Federation – Happy I Met You (feat. Snoop Dogg) (It's Whateva) · Watch on YouTube

youtube_video x-FMeS3IC9I · row x-FMeS3IC9I

LAION-DISCO-12M

Hyphy (with E-40 verse) (feat. E-40 & Explicit)

Listed as Federation – Hyphy (with E-40 verse) (feat. E-40 & Explicit) (Federation "The Album") · Watch on YouTube

youtube_video xy8zmWlYphw · row xy8zmWlYphw

LAION-DISCO-12M

The Federation

Listed as The Federation – The Federation (Nick Wiz Presents: Cellar Sounds, Vol. 4: 1992-1998) · Watch on YouTube

youtube_video y5xTCcdBvJk · row y5xTCcdBvJk

LAION-DISCO-12M

Playtime Is Over

Listed as Federation – Playtime Is Over (It's Whateva) · Watch on YouTube

youtube_video zy2fBImhI-k · row zy2fBImhI-k

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.