Yes. DRS has 147 songs listed in a dataset used to train AI music models.

Used for training 147

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 Last Renegade, Frozen (Calibre Remix), Umbrellas (GLXY Remix)

Listed under the artist name 147 songs in LAION-DISCO-12M

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

Last Renegade

Listed as Safire, DLR, DRS – Last Renegade (Last Renegade / Dreaming Of A Place) · Watch on YouTube

youtube_video 0BWU0zZ0Wy4 · row 0BWU0zZ0Wy4

LAION-DISCO-12M

Frozen (Calibre Remix)

Listed as LSB, DRS – Frozen (Calibre Remix) (The Blue Hour (Reworked)) · Watch on YouTube

youtube_video 0aFmkiVPu5k · row 0aFmkiVPu5k

LAION-DISCO-12M

Umbrellas (GLXY Remix)

Listed as LSB, DRS – Umbrellas (GLXY Remix) (The Blue Hour (Reworked)) · Watch on YouTube

youtube_video 2hRf5DhBDI8 · row 2hRf5DhBDI8

LAION-DISCO-12M

Jazz Arps (Technimatic Remix)

Listed as LSB, DRS – Jazz Arps (Technimatic Remix) (Jazz Arps (Technimatic Remix)) · Watch on YouTube

youtube_video 3xtGDurr9Hg · row 3xtGDurr9Hg

LAION-DISCO-12M

Frozen (Bcee Remix)

Listed as LSB, DRS – Frozen (Bcee Remix) (The Blue Hour (Reworked)) · Watch on YouTube

youtube_video 6PThcQhcTB0 · row 6PThcQhcTB0

LAION-DISCO-12M

Letting Go

Listed as LSB, DRS – Letting Go (The Blue Hour) · Watch on YouTube

youtube_video 7TREIsVM08Q · row 7TREIsVM08Q

LAION-DISCO-12M

Forget This All

Listed as DRS, Skeptical – Forget This All (Space Cadet: EP) · Watch on YouTube

youtube_video ASSVa07ZQRA · row ASSVa07ZQRA

LAION-DISCO-12M

High As She

Listed as LSB, DRS – High As She (The Blue Hour) · Watch on YouTube

youtube_video Cm6GKW5fiC4 · row Cm6GKW5fiC4

LAION-DISCO-12M

Domination

Listed as DRS, Angernoizer – Domination (AngryVibez #4) · Watch on YouTube

youtube_video ESNscAHQRis · row ESNscAHQRis

LAION-DISCO-12M

Adoration (feat. LSB)

Listed as DRS, Dynamite MC – Adoration (feat. LSB) (Playing In The Dark) · Watch on YouTube

youtube_video FEEZR1rYEk8 · row FEEZR1rYEk8

LAION-DISCO-12M

Faded (Calibre Remix)

Listed as LSB, DRS – Faded (Calibre Remix) (Faded (Calibre Remix)) · Watch on YouTube

youtube_video GHpy3uRR4JM · row GHpy3uRR4JM

LAION-DISCO-12M

Back & Forth (feat. S.P.Y)

Listed as DRS, Dynamite MC – Back & Forth (feat. S.P.Y) (Back & Forth) · Watch on YouTube

youtube_video GTMmxRPC1_w · row GTMmxRPC1_w

LAION-DISCO-12M

Get Down (feat. DJ Zinc)

Listed as DRS, Dynamite MC – Get Down (feat. DJ Zinc) (Playing In The Dark) · Watch on YouTube

youtube_video HkE7F151U7Q · row HkE7F151U7Q

LAION-DISCO-12M

They Ain't Listenin'

Listed as DRS, T95 – They Ain't Listenin' (Del-Rok-Ski) · Watch on YouTube

youtube_video JiFOKWnCWPI · row JiFOKWnCWPI

LAION-DISCO-12M

Too Late

Listed as DRS, Tyler Daley, LSB – Too Late (Too Late) · Watch on YouTube

youtube_video JvYsfLQyJJQ · row JvYsfLQyJJQ

LAION-DISCO-12M

Not The Fake Ones (feat. Roni Size)

Listed as DRS, Dynamite MC – Not The Fake Ones (feat. Roni Size) (Playing In The Dark) · Watch on YouTube

youtube_video KATF9aEduww · row KATF9aEduww

LAION-DISCO-12M

Could Be (Anile Remix)

Listed as LSB, DRS – Could Be (Anile Remix) (The Blue Hour (Reworked)) · Watch on YouTube

youtube_video KS_ooSy2Kzo · row KS_ooSy2Kzo

LAION-DISCO-12M

Umbrellas

Listed as LSB, DRS – Umbrellas (The Blue Hour) · Watch on YouTube

youtube_video LOc2kHX56MM · row LOc2kHX56MM

LAION-DISCO-12M

Make You Love Me

Listed as LSB, DRS – Make You Love Me (The Blue Hour) · Watch on YouTube

youtube_video MLM29Qrd-jw · row MLM29Qrd-jw

LAION-DISCO-12M

Frozen

Listed as LSB, DRS – Frozen (The Blue Hour) · Watch on YouTube

youtube_video MQMciLXixBA · row MQMciLXixBA

LAION-DISCO-12M

Letting Go (FD Remix)

Listed as LSB, DRS – Letting Go (FD Remix) (The Blue Hour (Reworked)) · Watch on YouTube

youtube_video MUhIM6iaYnQ · row MUhIM6iaYnQ

LAION-DISCO-12M

Could You Handle It

Listed as Utah Jazz, MC DRS – Could You Handle It (Vintage) · Watch on YouTube

youtube_video N7MCtQtqMmw · row N7MCtQtqMmw

LAION-DISCO-12M

Scarred

Listed as LSB, DRS – Scarred (The Blue Hour) · Watch on YouTube

youtube_video NLiFejibRUs · row NLiFejibRUs

LAION-DISCO-12M

Stop The World

Listed as LSB, DRS – Stop The World (The Blue Hour) · Watch on YouTube

youtube_video OCgkjGbO_VA · row OCgkjGbO_VA

LAION-DISCO-12M

Faded (Workforce Remix)

Listed as LSB, DRS – Faded (Workforce Remix) (The Blue Hour (Reworked)) · Watch on YouTube

youtube_video PqRSerrGyx4 · row PqRSerrGyx4

LAION-DISCO-12M

Missing You (feat. DRS & Tyler Daley)

Listed as LSB, DRS – Missing You (feat. DRS & Tyler Daley) (Missing You) · Watch on YouTube

youtube_video QNxRsIcpGlc · row QNxRsIcpGlc

LAION-DISCO-12M

The View (feat. Tyler Daley)

Listed as DRS, LSB – The View (feat. Tyler Daley) (DRS: The View) · Watch on YouTube

youtube_video RNuu6_eP_kQ · row RNuu6_eP_kQ

LAION-DISCO-12M

Two Mics (feat. Missing)

Listed as DRS, Dynamite MC – Two Mics (feat. Missing) (Playing In The Dark) · Watch on YouTube

youtube_video TCxUcIViMtY · row TCxUcIViMtY

LAION-DISCO-12M

Joint Venture (feat. Calibre)

Listed as DRS, Dynamite MC – Joint Venture (feat. Calibre) (Playing In The Dark) · Watch on YouTube

youtube_video UD3gQ6T2Kcc · row UD3gQ6T2Kcc

LAION-DISCO-12M

Stop the World (Lenzman Remix)

Listed as LSB, DRS – Stop the World (Lenzman Remix) (Stop the World (Lenzman Remix)) · Watch on YouTube

youtube_video UM4YTzb-4J0 · row UM4YTzb-4J0

LAION-DISCO-12M

Highrise FM (feat. Calibre)

Listed as DRS, Dynamite MC – Highrise FM (feat. Calibre) (Playing In The Dark) · Watch on YouTube

youtube_video U_RxVwp_zKo · row U_RxVwp_zKo

LAION-DISCO-12M

Scarred (Technimatic Remix)

Listed as LSB, DRS – Scarred (Technimatic Remix) (The Blue Hour (Reworked)) · Watch on YouTube

youtube_video VahKqCW_vck · row VahKqCW_vck

LAION-DISCO-12M

Shush

Listed as DRS, Dub Phizix – Shush (Del-Rok-Ski) · Watch on YouTube

youtube_video WGgR3vD3qPg · row WGgR3vD3qPg

LAION-DISCO-12M

Could Be

Listed as LSB, DRS – Could Be (The Blue Hour) · Watch on YouTube

youtube_video YcCo2QqOpJk · row YcCo2QqOpJk

LAION-DISCO-12M

A Song For You (feat. DJ Marky)

Listed as DRS, Dynamite MC – A Song For You (feat. DJ Marky) (Playing In The Dark) · Watch on YouTube

youtube_video b0zTw19HZSQ · row b0zTw19HZSQ

LAION-DISCO-12M

High As She (Break Remix)

Listed as LSB, DRS – High As She (Break Remix) (High As She) · Watch on YouTube

youtube_video dWSjztphcNM · row dWSjztphcNM

LAION-DISCO-12M

Jazz Arps

Listed as LSB, DRS – Jazz Arps (The Blue Hour) · Watch on YouTube

youtube_video eB6uDI6ZDL4 · row eB6uDI6ZDL4

LAION-DISCO-12M

Still Beautiful (feat. Obsel & Keeno)

Listed as DRS, Dynamite MC – Still Beautiful (feat. Obsel & Keeno) (Playing In The Dark) · Watch on YouTube

youtube_video hdMblSNDen0 · row hdMblSNDen0

LAION-DISCO-12M

Keep The Time

Listed as LSB, DRS – Keep The Time (The Blue Hour) · Watch on YouTube

youtube_video kvkgw-yuvZE · row kvkgw-yuvZE

LAION-DISCO-12M

Rise & Fall (Tokyo Prose Remix)

Listed as LSB, DRS – Rise & Fall (Tokyo Prose Remix) (The Blue Hour (Reworked)) · Watch on YouTube

youtube_video lxX9QkdfsTU · row lxX9QkdfsTU

LAION-DISCO-12M

Faded

Listed as LSB, DRS – Faded (The Blue Hour) · Watch on YouTube

youtube_video nAqtX_3G4IY · row nAqtX_3G4IY

LAION-DISCO-12M

On Site

Listed as T95, DRS – On Site (On Site) · Watch on YouTube

youtube_video p3Jcg3rxyJI · row p3Jcg3rxyJI

LAION-DISCO-12M

Playing In The Dark (feat. The Vanguard Project)

Listed as DRS, Dynamite MC – Playing In The Dark (feat. The Vanguard Project) (Playing In The Dark) · Watch on YouTube

youtube_video p4EYAoAhBlA · row p4EYAoAhBlA

LAION-DISCO-12M

Revolution

Listed as Drumsound & Bassline Smith, DRS – Revolution (Wall of Sound) · Watch on YouTube

youtube_video pJcUjJIk7NA · row pJcUjJIk7NA

LAION-DISCO-12M

Rise & Fall

Listed as LSB, DRS – Rise & Fall (The Blue Hour) · Watch on YouTube

youtube_video qpUcAyQ327Q · row qpUcAyQ327Q

LAION-DISCO-12M

Like It Used To

Listed as LSB, DRS – Like It Used To (The Blue Hour) · Watch on YouTube

youtube_video rakuyMP-pBE · row rakuyMP-pBE

LAION-DISCO-12M

Do You Ever (feat. Etherwood)

Listed as DRS, Dynamite MC – Do You Ever (feat. Etherwood) (Playing In The Dark) · Watch on YouTube

youtube_video ssSfvirSFGg · row ssSfvirSFGg

LAION-DISCO-12M

Comme Ci

Listed as DRS, T95 – Comme Ci (Comme Ci) · Watch on YouTube

youtube_video wvZT9ISJG1c · row wvZT9ISJG1c

LAION-DISCO-12M

I'm Changing

Listed as LSB, DRS – I'm Changing (The Blue Hour) · Watch on YouTube

youtube_video xmKko9sTdcQ · row xmKko9sTdcQ

LAION-DISCO-12M

Tectonic Plates (feat. DieMantle)

Listed as DRS, Dynamite MC – Tectonic Plates (feat. DieMantle) (Playing In The Dark) · Watch on YouTube

youtube_video yzkzCWuujCI · row yzkzCWuujCI

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.