Yes. D.Ramirez has 123 songs listed in a dataset used to train AI music models.

Used for training 123

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 Brutal Power, Downpipe (Bontan Remix), Keep Us Together (feat. Steve Edwards)

Listed under the artist name 123 songs in LAION-DISCO-12M

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

Brutal Power

Listed as D.Ramirez – Brutal Power (Brutal Power) · Watch on YouTube

youtube_video -1xullnM--g · row -1xullnM--g

LAION-DISCO-12M

Downpipe (Bontan Remix)

Listed as Mark Knight, D.Ramirez, Underworld – Downpipe (Bontan Remix) (Best of Toolroom Records 2013) · Watch on YouTube

youtube_video -lKkojt5nQQ · row -lKkojt5nQQ

LAION-DISCO-12M

Keep Us Together (feat. Steve Edwards)

Listed as MARA, D.Ramirez – Keep Us Together (feat. Steve Edwards) (Keep Us Together) · Watch on YouTube

youtube_video -walyOa4q2c · row -walyOa4q2c

LAION-DISCO-12M

Jump It Up (Club Mix)

Listed as D.Ramirez – Jump It Up (Club Mix) (D.Ramirez & Friends, Vol. 1 (Club Mix)) · Watch on YouTube

youtube_video 3Egy7HMazgw · row 3Egy7HMazgw

LAION-DISCO-12M

Colombian Soul (Anden Remix)

Listed as D.Ramirez, Mark Knight – Colombian Soul (Anden Remix) (Colombian Soul (Anden Remix)) · Watch on YouTube

youtube_video 4VJMyws6Q28 · row 4VJMyws6Q28

LAION-DISCO-12M

Colombian Soul (Funkagenda's Wombat Crossing Remix)

Listed as D.Ramirez, Mark Knight – Colombian Soul (Funkagenda's Wombat Crossing Remix) (Colombian Soul) · Watch on YouTube

youtube_video 8Y1EekoR_co · row 8Y1EekoR_co

LAION-DISCO-12M

La Discotek

Listed as D.Ramirez – La Discotek (D.Ramirez Remixed) · Watch on YouTube

youtube_video 9x9bXwAuFXw · row 9x9bXwAuFXw

LAION-DISCO-12M

Shield (Steve Angello Mix)

Listed as D. Ramirez, Dirty South – Shield (Steve Angello Mix) (Strictly Dirty South (DJ Edition - Unmixed)) · Watch on YouTube

youtube_video A5sH1eK4S-4 · row A5sH1eK4S-4

LAION-DISCO-12M

Colombian Soul (Grum Remix)

Listed as D.Ramirez, Mark Knight – Colombian Soul (Grum Remix) (Colombian Soul (Grum Remix)) · Watch on YouTube

youtube_video A8vLCFlF9lc · row A8vLCFlF9lc

LAION-DISCO-12M

8 Bit Trumpit (Club Mix)

Listed as D.Ramirez – 8 Bit Trumpit (Club Mix) (Toolroom Records Ibiza 2010, Vol. 2) · Watch on YouTube

youtube_video B2KsjzoyX-E · row B2KsjzoyX-E

LAION-DISCO-12M

Satur8

Listed as D.Ramirez – Satur8 (Toolroom Knights Mixed by Funkagenda) · Watch on YouTube

youtube_video BGRqQCdHvpM · row BGRqQCdHvpM

LAION-DISCO-12M

With Me or Against Me [Vocal Club Mix] (feat. TC)

Listed as D.Ramirez – With Me or Against Me [Vocal Club Mix] (feat. TC) (With Me or Against Me) · Watch on YouTube

youtube_video BHWs8Eni6t8 · row BHWs8Eni6t8

LAION-DISCO-12M

With Me or Against Me (Tocadisco's Carnaval in Rio Mix)

Listed as D.Ramirez, TC – With Me or Against Me (Tocadisco's Carnaval in Rio Mix) (Mark Knight Presents Toolroom Knights) · Watch on YouTube

youtube_video Bba9JudQTDo · row Bba9JudQTDo

LAION-DISCO-12M

Colombian Soul (Gabriel & Dresden Tuscan Soul Mix)

Listed as D.Ramirez, Mark Knight – Colombian Soul (Gabriel & Dresden Tuscan Soul Mix) (Colombian Soul) · Watch on YouTube

youtube_video Ce8p7tJThfg · row Ce8p7tJThfg

LAION-DISCO-12M

Downpipe

Listed as Mark Knight, D.Ramirez, Underworld – Downpipe (Toolroom Knights Mixed by Funkagenda) · Watch on YouTube

youtube_video DHeIw7I_vvQ · row DHeIw7I_vvQ

LAION-DISCO-12M

Let It Move Ya (Extended Mix)

Listed as Friend Within, D.Ramirez – Let It Move Ya (Extended Mix) (T2) · Watch on YouTube

youtube_video HD4FOBAJ7KE · row HD4FOBAJ7KE

LAION-DISCO-12M

With Me or Against Me [Tocadisco's Carnaval in Rio Mix] (feat. TC)

Listed as D.Ramirez – With Me or Against Me [Tocadisco's Carnaval in Rio Mix] (feat. TC) (With Me or Against Me) · Watch on YouTube

youtube_video HIX-Oehth6I · row HIX-Oehth6I

LAION-DISCO-12M

Set Your Body Free

Listed as Cevin Fisher, D. Ramirez – Set Your Body Free (Set Your Body Free) · Watch on YouTube

youtube_video I6MtHNOLUro · row I6MtHNOLUro

LAION-DISCO-12M

Ups & Downs (Club Mix)

Listed as D.Ramirez, Steve Mac, Robert Owens – Ups & Downs (Club Mix) (Believe Compilation 13) · Watch on YouTube

youtube_video IlXW0pCwMms · row IlXW0pCwMms

LAION-DISCO-12M

So Special

Listed as Allusion, D.Ramirez – So Special (So Special) · Watch on YouTube

youtube_video KUYHIMERq0k · row KUYHIMERq0k

LAION-DISCO-12M

Downpipe (Dub Mix)

Listed as Mark Knight, D.Ramirez, Underworld – Downpipe (Dub Mix) (Downpipe) · Watch on YouTube

youtube_video NcD1ga0P0RE · row NcD1ga0P0RE

LAION-DISCO-12M

Mash up Ya Ego

Listed as D.Ramirez, Richard Dinsdale – Mash up Ya Ego (Mash up Ya Ego) · Watch on YouTube

youtube_video PCZ83oRxjc4 · row PCZ83oRxjc4

LAION-DISCO-12M

Everybody Has the Right

Listed as D.Ramirez – Everybody Has the Right (Everybody Has the Right) · Watch on YouTube

youtube_video PHTNzjoB1nY · row PHTNzjoB1nY

LAION-DISCO-12M

Won't Give Up (Club Mix)

Listed as D.Ramirez – Won't Give Up (Club Mix) (Toolroom Ibiza Essentials 2012) · Watch on YouTube

youtube_video PRmlqqMutgI · row PRmlqqMutgI

LAION-DISCO-12M

Get Wrecked

Listed as D.Ramirez – Get Wrecked (Toolroom 15) · Watch on YouTube

youtube_video PyiDh087FJg · row PyiDh087FJg

LAION-DISCO-12M

Open Your Eyes

Listed as D.Ramirez – Open Your Eyes (Best of Toolroom Records 2013) · Watch on YouTube

youtube_video QmH5m5jxcNY · row QmH5m5jxcNY

LAION-DISCO-12M

The Road of Excess (D. Ramirez Chant Mix) (feat. LDV)

Listed as D. Ramirez – The Road of Excess (D. Ramirez Chant Mix) (feat. LDV) (A Taste of Honey) · Watch on YouTube

youtube_video SKQU3HJVnZI · row SKQU3HJVnZI

LAION-DISCO-12M

Yeah Yeah

Listed as D. Ramirez – Yeah Yeah (Yeah Yeah) · Watch on YouTube

youtube_video TEwvBtzb1h0 · row TEwvBtzb1h0

LAION-DISCO-12M

Stop The Revolution (Dubfire's Arrowhead Dub (Extended Mix)) (feat. Odissi)

Listed as Meat Katie, D.Ramirez – Stop The Revolution (Dubfire's Arrowhead Dub (Extended Mix)) (feat. Odissi) (Stop The Revolution, Pt. 1) · Watch on YouTube

youtube_video WAa-x1Wg2Yk · row WAa-x1Wg2Yk

LAION-DISCO-12M

Colombian Soul (ABGT351) (Grum Remix)

Listed as D. Ramirez, Mark Knight – Colombian Soul (ABGT351) (Grum Remix) (Group Therapy 351) · Watch on YouTube

youtube_video XPUzjpe8S3E · row XPUzjpe8S3E

LAION-DISCO-12M

I Choose Anger (H-Man Remix)

Listed as James Mowbray, D.Ramirez – I Choose Anger (H-Man Remix) (I Choose Anger) · Watch on YouTube

youtube_video YMPlkjFc0DA · row YMPlkjFc0DA

LAION-DISCO-12M

Restless

Listed as D.Ramirez, Cevin Fisher – Restless (NYC To Miami 2013 Mixed by Electrobios & B.O.N.G.) · Watch on YouTube

youtube_video Z95uSSKoWxw · row Z95uSSKoWxw

LAION-DISCO-12M

Inner Mind (Extended Mix)

Listed as Smokin Jo, D. Ramirez – Inner Mind (Extended Mix) (Inner Mind) · Watch on YouTube

youtube_video ZdCRtv_UaVc · row ZdCRtv_UaVc

LAION-DISCO-12M

In The Night

Listed as Smokin Jo, D. Ramirez – In The Night (In The Night) · Watch on YouTube

youtube_video _dOGU89nwVU · row _dOGU89nwVU

LAION-DISCO-12M

La Discotek (Darren Emerson Remix)

Listed as D.Ramirez – La Discotek (Darren Emerson Remix) (D.Ramirez Remixed) · Watch on YouTube

youtube_video aRQGKh6sVek · row aRQGKh6sVek

LAION-DISCO-12M

System

Listed as D.Ramirez, Mark Knight – System (Martijn ten Velden & Paul Harris Present Toolroom Knights) · Watch on YouTube

youtube_video bDxpKGCG2M4 · row bDxpKGCG2M4

LAION-DISCO-12M

Pleasure Me

Listed as D.Ramirez & Dmitry Bobrov – Pleasure Me (D.Ramirez Remixed) · Watch on YouTube

youtube_video bKepvQARG-0 · row bKepvQARG-0

LAION-DISCO-12M

Overload

Listed as D.Ramirez – Overload (This Is Toolroom 2019) · Watch on YouTube

youtube_video c920Fa8IppY · row c920Fa8IppY

LAION-DISCO-12M

What You Need (Club Mix)

Listed as D.Ramirez – What You Need (Club Mix) (Toolroom Records Amsterdam 2011) · Watch on YouTube

youtube_video do8JLvBv2yM · row do8JLvBv2yM

LAION-DISCO-12M

Colombian Soul (Sllash & Doppe Extended Mix)

Listed as D.Ramirez, Mark Knight – Colombian Soul (Sllash & Doppe Extended Mix) (Colombian Soul (Sllash & Doppe Remix)) · Watch on YouTube

youtube_video fVlQ6BQ_7Co · row fVlQ6BQ_7Co

LAION-DISCO-12M

Colombian Soul (NiCe7 Remix)

Listed as D.Ramirez, Mark Knight – Colombian Soul (NiCe7 Remix) (Colombian Soul) · Watch on YouTube

youtube_video lg16j_AO7OQ · row lg16j_AO7OQ

LAION-DISCO-12M

Brutal Power (Barber Remix)

Listed as D.Ramirez – Brutal Power (Barber Remix) (Brutal Power) · Watch on YouTube

youtube_video msj9R4RBcpo · row msj9R4RBcpo

LAION-DISCO-12M

Shake

Listed as D.Ramirez, Guy Williams – Shake (Shake) · Watch on YouTube

youtube_video oHUe3Bdzchs · row oHUe3Bdzchs

LAION-DISCO-12M

Downpipe (Armin van Buuren Remix)

Listed as Mark Knight, D. Ramirez, Underworld – Downpipe (Armin van Buuren Remix) (A State Of Trance Year Mix 2013 (Mixed by Armin van Buuren)) · Watch on YouTube

youtube_video rm2ab0h1w8I · row rm2ab0h1w8I

LAION-DISCO-12M

Are You Ready (Turbofunk Mix)

Listed as D.Ramirez – Are You Ready (Turbofunk Mix) (Are You Ready) · Watch on YouTube

youtube_video rt3PrcnEj-A · row rt3PrcnEj-A

LAION-DISCO-12M

Downpipe (Adrian Hour Remix)

Listed as Mark Knight, D.Ramirez, Underworld – Downpipe (Adrian Hour Remix) (Believe Compilation 11) · Watch on YouTube

youtube_video sTSWGgaU71E · row sTSWGgaU71E

LAION-DISCO-12M

Downpipe (Radio Edit)

Listed as Mark Knight, D.Ramirez, Underworld – Downpipe (Radio Edit) (Downpipe) · Watch on YouTube

youtube_video vBhvl9rWYh4 · row vBhvl9rWYh4

LAION-DISCO-12M

Testify (Mix 2 Re Mastered 2012)

Listed as D. Ramirez – Testify (Mix 2 Re Mastered 2012) (Thrust Retrospective Vol 1 Mixed by Lee Coombs) · Watch on YouTube

youtube_video xK3j0SEnnUg · row xK3j0SEnnUg

LAION-DISCO-12M

No Guarantees

Listed as D.Ramirez, Guy Williams – No Guarantees (The Motherload Ep) · Watch on YouTube

youtube_video xqFS-wKDeag · row xqFS-wKDeag

LAION-DISCO-12M

Colombian Soul

Listed as D.Ramirez, Mark Knight – Colombian Soul (Colombian Soul) · Watch on YouTube

youtube_video yZrM5QESSM0 · row yZrM5QESSM0

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.