Yes. Robert Armani has 146 songs listed in a dataset used to train AI music models.

Used for training 146

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 This Tech, Muzik Man (Waffensupermarkt Remix), Hit Hard (Samuel L Session & Van Czar Minimal Mix)

Listed under the artist name 146 songs in LAION-DISCO-12M

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

This Tech

Listed as Robert Armani, RA. Music – This Tech (Chicago) · Watch on YouTube

youtube_video -YCyiGaZY98 · row -YCyiGaZY98

LAION-DISCO-12M

Muzik Man (Waffensupermarkt Remix)

Listed as Robert Armani – Muzik Man (Waffensupermarkt Remix) (30+ Years Remixes Series) · Watch on YouTube

youtube_video 0pR7FKm7hVw · row 0pR7FKm7hVw

LAION-DISCO-12M

Hit Hard (Samuel L Session & Van Czar Minimal Mix)

Listed as Robert Armani – Hit Hard (Samuel L Session & Van Czar Minimal Mix) (Hit Hard (Remixes)) · Watch on YouTube

youtube_video 2NhShJWY5t4 · row 2NhShJWY5t4

LAION-DISCO-12M

Empire

Listed as Robert Armani – Empire (VII Chapter) · Watch on YouTube

youtube_video 35Y7O8d7FMk · row 35Y7O8d7FMk

LAION-DISCO-12M

Night Life

Listed as Robert Armani – Night Life (Right to Silence) · Watch on YouTube

youtube_video 5puvCLiUEPA · row 5puvCLiUEPA

LAION-DISCO-12M

Cat and Dog

Listed as Robert Armani, RA. Music – Cat and Dog (Chicago) · Watch on YouTube

youtube_video 7G4jI3XZthI · row 7G4jI3XZthI

LAION-DISCO-12M

Hibernation (Extended Mix)

Listed as Robert Armani, RA. Music – Hibernation (Extended Mix) (Hibernation) · Watch on YouTube

youtube_video 7grxT8GB0OU · row 7grxT8GB0OU

LAION-DISCO-12M

Hit Hard (Len Faki Hardspace Mix)

Listed as Robert Armani – Hit Hard (Len Faki Hardspace Mix) (LF RMX 023) · Watch on YouTube

youtube_video 8qubwq4M2qM · row 8qubwq4M2qM

LAION-DISCO-12M

Hit Hard (Samuel L Session & Van Czar Remix)

Listed as Robert Armani – Hit Hard (Samuel L Session & Van Czar Remix) (Hit Hard (Remixes)) · Watch on YouTube

youtube_video 9cA3UU6z30Y · row 9cA3UU6z30Y

LAION-DISCO-12M

Supermarket Sweep

Listed as Robert Armani – Supermarket Sweep (Madman Stand) · Watch on YouTube

youtube_video CN9THvMn2w4 · row CN9THvMn2w4

LAION-DISCO-12M

Circus Bells vs You Got Me Jackin' (Re-Dub (2010 Dumb Dan))

Listed as Robert Armani – Circus Bells vs You Got Me Jackin' (Re-Dub (2010 Dumb Dan)) (Circus Bells) · Watch on YouTube

youtube_video EOu2XerrBYs · row EOu2XerrBYs

LAION-DISCO-12M

Surgery

Listed as Robert Armani – Surgery (The Specialist) · Watch on YouTube

youtube_video FCezXKJd0R4 · row FCezXKJd0R4

LAION-DISCO-12M

Ambulance (dj traxman Remix)

Listed as Robert Armani – Ambulance (dj traxman Remix) (Ambulance) · Watch on YouTube

youtube_video Flms6b5QRTs · row Flms6b5QRTs

LAION-DISCO-12M

Ambulance

Listed as Robert Armani, Dj Hyperactive – Ambulance (The Best of Impact Mechanics, Vol. 1) · Watch on YouTube

youtube_video JLugjWEQS3w · row JLugjWEQS3w

LAION-DISCO-12M

Let's Go to Work

Listed as Robert Armani, Gettoblaster – Let's Go to Work (Work That) · Watch on YouTube

youtube_video Jv35C4aCOe0 · row Jv35C4aCOe0

LAION-DISCO-12M

Orchestryy (RITZI LEE Remix)

Listed as ROBERT ARMANI, DOLBY D – Orchestryy (RITZI LEE Remix) (Orchestryy) · Watch on YouTube

youtube_video M2lAwSzAwAQ · row M2lAwSzAwAQ

LAION-DISCO-12M

Hit Hard (Misstress Barbara Remix)

Listed as Robert Armani – Hit Hard (Misstress Barbara Remix) (30+ Years Remixes Series) · Watch on YouTube

youtube_video M9ev4fZcpPU · row M9ev4fZcpPU

LAION-DISCO-12M

Hit Hard (DJ Fire BE Remix)

Listed as Robert Armani – Hit Hard (DJ Fire BE Remix) (Hit Hard (Remixes)) · Watch on YouTube

youtube_video ONjlfq5y55Q · row ONjlfq5y55Q

LAION-DISCO-12M

Ambulance (Paul Anthony & ZXX Remix)

Listed as Robert Armani – Ambulance (Paul Anthony & ZXX Remix) (Ambulance) · Watch on YouTube

youtube_video OiRGFZ-vZdQ · row OiRGFZ-vZdQ

LAION-DISCO-12M

Reserve (Van Czar Remix)

Listed as Robert Armani – Reserve (Van Czar Remix) (Reserve) · Watch on YouTube

youtube_video PPLGVK3IWVA · row PPLGVK3IWVA

LAION-DISCO-12M

Game Day (Miss Mana Remix)

Listed as Robert Armani – Game Day (Miss Mana Remix) (30+ Years Remixes Series) · Watch on YouTube

youtube_video Ty4DLEYLJdQ · row Ty4DLEYLJdQ

LAION-DISCO-12M

Ambulance (Nighttripper Remix)

Listed as Robert Armani – Ambulance (Nighttripper Remix) (Ambulance Remixes) · Watch on YouTube

youtube_video WK75MqtqHqU · row WK75MqtqHqU

LAION-DISCO-12M

Airborne (Alexander Johansson & Mattias Fridell Remix)

Listed as Robert Armani – Airborne (Alexander Johansson & Mattias Fridell Remix) (30+ Years Remixes Series) · Watch on YouTube

youtube_video WQ8YCWksU8M · row WQ8YCWksU8M

LAION-DISCO-12M

Ambulance (Boriqua Tribez Remix)

Listed as Robert Armani – Ambulance (Boriqua Tribez Remix) (Ambulance (Remixes)) · Watch on YouTube

youtube_video Wm2DQk_sTjI · row Wm2DQk_sTjI

LAION-DISCO-12M

Last Call

Listed as Robert Armani, RA. Music – Last Call (Last Call) · Watch on YouTube

youtube_video Xkx-RnZk6Ss · row Xkx-RnZk6Ss

LAION-DISCO-12M

Oxygen (Van Czar Hard Remix)

Listed as Robert Armani – Oxygen (Van Czar Hard Remix) (Oxygen) · Watch on YouTube

youtube_video aAxEhiPaXmM · row aAxEhiPaXmM

LAION-DISCO-12M

Circuit Breaker

Listed as Robert Armani – Circuit Breaker (Right to Silence) · Watch on YouTube

youtube_video b2ZKf_YNnmk · row b2ZKf_YNnmk

LAION-DISCO-12M

No Name

Listed as Robert Armani – No Name (Next Start) · Watch on YouTube

youtube_video cxvw6LPd7f0 · row cxvw6LPd7f0

LAION-DISCO-12M

Allarm

Listed as Robert Armani – Allarm (Muzik Man) · Watch on YouTube

youtube_video e5NC4bAy4jM · row e5NC4bAy4jM

LAION-DISCO-12M

Blotter Paper (Alexander Kowalski & Mario Berger Remix)

Listed as Robert Armani, Gettoblaster – Blotter Paper (Alexander Kowalski & Mario Berger Remix) (Street Bleep) · Watch on YouTube

youtube_video eLvWYPuHRzE · row eLvWYPuHRzE

LAION-DISCO-12M

Madman Stand

Listed as Robert Armani – Madman Stand (Madman Stand) · Watch on YouTube

youtube_video es8e0exnNuI · row es8e0exnNuI

LAION-DISCO-12M

Circus Bells (Unreleased Mix 2)

Listed as Robert Armani – Circus Bells (Unreleased Mix 2) (Circus Bells) · Watch on YouTube

youtube_video g9TDwrXc-Rg · row g9TDwrXc-Rg

LAION-DISCO-12M

Toxic Hangover

Listed as Robert Armani – Toxic Hangover (Next Start) · Watch on YouTube

youtube_video gXY3Nf77U64 · row gXY3Nf77U64

LAION-DISCO-12M

Circus Bells (Unreleased Mix 1)

Listed as Robert Armani – Circus Bells (Unreleased Mix 1) (Circus Bells) · Watch on YouTube

youtube_video hgW0G9vZFhI · row hgW0G9vZFhI

LAION-DISCO-12M

3D

Listed as Robert Armani – 3D (Right to Silence) · Watch on YouTube

youtube_video lvI6sSi0Xps · row lvI6sSi0Xps

LAION-DISCO-12M

Bass 1990'S

Listed as Robert Armani – Bass 1990'S (Bass 1990'S) · Watch on YouTube

youtube_video m-oNNoQQkpk · row m-oNNoQQkpk

LAION-DISCO-12M

Circus Bells (Cristian Varela Remix)

Listed as Robert Armani – Circus Bells (Cristian Varela Remix) (30+ Years Remixes Series) · Watch on YouTube

youtube_video nDRJCrtqPwc · row nDRJCrtqPwc

LAION-DISCO-12M

Ambulance (Gettoblaster Remix)

Listed as Robert Armani – Ambulance (Gettoblaster Remix) (Ambulance) · Watch on YouTube

youtube_video nhLSv6uUU3w · row nhLSv6uUU3w

LAION-DISCO-12M

Score Board - Work the Shit (Mark Broom Remix)

Listed as Robert Armani – Score Board - Work the Shit (Mark Broom Remix) (30+ Years Remixes Series) · Watch on YouTube

youtube_video rjcRd5fsQZo · row rjcRd5fsQZo

LAION-DISCO-12M

Bonkers

Listed as Robert Armani – Bonkers (Madman Stand) · Watch on YouTube

youtube_video rpF43xMEz_Q · row rpF43xMEz_Q

LAION-DISCO-12M

Magic World

Listed as Robert Armani – Magic World (The Specialist) · Watch on YouTube

youtube_video st2ZKb4dO-Q · row st2ZKb4dO-Q

LAION-DISCO-12M

Hit Hard (Anja Schneider Remix)

Listed as Robert Armani – Hit Hard (Anja Schneider Remix) (Hit Hard (Remixes)) · Watch on YouTube

youtube_video uC146gzeCzc · row uC146gzeCzc

LAION-DISCO-12M

Bat Man

Listed as Robert Armani – Bat Man (Next Start) · Watch on YouTube

youtube_video uDDUdGR-_1U · row uDDUdGR-_1U

LAION-DISCO-12M

Dark Room

Listed as Robert Armani – Dark Room (Spectacular) · Watch on YouTube

youtube_video uuU3NNv8FSY · row uuU3NNv8FSY

LAION-DISCO-12M

Circus Bells (Dj Bountyhunter Remix)

Listed as Robert Armani – Circus Bells (Dj Bountyhunter Remix) (30+ Years Remixes Series) · Watch on YouTube

youtube_video vksKMba6bXA · row vksKMba6bXA

LAION-DISCO-12M

Blow That Shit Out (Van Czar Classic Remix)

Listed as Robert Armani – Blow That Shit Out (Van Czar Classic Remix) (30+ Years Remixes Series) · Watch on YouTube

youtube_video yGYI2V7c11E · row yGYI2V7c11E

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.