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 Kiss & Tell, Don't Hurt Me (Rework) (feat. [ K S R ]), So Fly (feat. Verbz)

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.

Kiss & Tell

Listed as DRS, Monrroe – Kiss & Tell (Del-Rok-Ski) · Watch on YouTube

youtube_video 0zsPRZ1YoAc · row 0zsPRZ1YoAc

LAION-DISCO-12M

Don't Hurt Me (Rework) (feat. [ K S R ])

Listed as Dogger, Mindstate, Anile, DRS – Don't Hurt Me (Rework) (feat. [ K S R ]) (5 Years Remix EP) · Watch on YouTube

youtube_video 1S9WjIQx0W0 · row 1S9WjIQx0W0

LAION-DISCO-12M

So Fly (feat. Verbz)

Listed as Duskee, DRS, SATL – So Fly (feat. Verbz) (So Fly) · Watch on YouTube

youtube_video 6BwvZ0GvwAw · row 6BwvZ0GvwAw

LAION-DISCO-12M

Dance the Night Away (feat. Mozey)

Listed as DRS – Dance the Night Away (feat. Mozey) (Space Cadet EP II) · Watch on YouTube

youtube_video 787R-FuXOOU · row 787R-FuXOOU

LAION-DISCO-12M

Chit Chat

Listed as DRS, Jamezy – Chit Chat (Everything Must Go!) · Watch on YouTube

youtube_video A2xWPK3b7uA · row A2xWPK3b7uA

LAION-DISCO-12M

Does My Head In

Listed as DRS, Think Tonk, Ragoloco – Does My Head In (Does My Head In) · Watch on YouTube

youtube_video ASAfbPVIqS8 · row ASAfbPVIqS8

LAION-DISCO-12M

She Sings for Me

Listed as GLXY, DRS – She Sings for Me (She Sings for Me) · Watch on YouTube

youtube_video AcxEkzJRWqA · row AcxEkzJRWqA

LAION-DISCO-12M

Love for the Fallen (Satl Remix)

Listed as BCee, Charlotte Haining, DRS – Love for the Fallen (Satl Remix) (Life as We Knew It) · Watch on YouTube

youtube_video AzkH6iHFwCY · row AzkH6iHFwCY

LAION-DISCO-12M

Move Steady

Listed as Emba, DRS – Move Steady (Move Steady) · Watch on YouTube

youtube_video D0BTdVn-xPc · row D0BTdVn-xPc

LAION-DISCO-12M

My Soul (feat. Madsin aka Johnny Favorite)

Listed as Irradiate, DRS – My Soul (feat. Madsin aka Johnny Favorite) (Uptempo Hardcore Compilation, Pt. 5) · Watch on YouTube

youtube_video FdZGkuuJFRE · row FdZGkuuJFRE

LAION-DISCO-12M

Super Noogle

Listed as DRS, Dogger – Super Noogle (Super Noogle) · Watch on YouTube

youtube_video GiU1mDfBiZE · row GiU1mDfBiZE

LAION-DISCO-12M

Emergency (feat. Marcus Intalex)

Listed as DRS – Emergency (feat. Marcus Intalex) (DRS: The Puppeteer) · Watch on YouTube

youtube_video HmBDfk2P7Vk · row HmBDfk2P7Vk

LAION-DISCO-12M

The Puppeteer (feat. Jubei)

Listed as DRS – The Puppeteer (feat. Jubei) (DRS: The Puppeteer) · Watch on YouTube

youtube_video Hoyzw0FsuRg · row Hoyzw0FsuRg

LAION-DISCO-12M

Can't Explain

Listed as DRS, Document One – Can't Explain (Del-Rok-Ski) · Watch on YouTube

youtube_video IyjxVfOWQcw · row IyjxVfOWQcw

LAION-DISCO-12M

So High (feat. Kid Drama)

Listed as DRS – So High (feat. Kid Drama) (Space Cadet EP II) · Watch on YouTube

youtube_video Kgz2L96Vvg8 · row Kgz2L96Vvg8

LAION-DISCO-12M

Activis

Listed as DRS, Mindstate – Activis (Everything Must Go!) · Watch on YouTube

youtube_video MATMCkemPrw · row MATMCkemPrw

LAION-DISCO-12M

Ships

Listed as DRS, Riya, McLeod, Villem – Ships (Drum&BassArena 2018) · Watch on YouTube

youtube_video Mn_7mP0euc4 · row Mn_7mP0euc4

LAION-DISCO-12M

This Ain't Love (feat. Calibre)

Listed as DRS – This Ain't Love (feat. Calibre) (I Will EP) · Watch on YouTube

youtube_video NV2Nx0FoOvc · row NV2Nx0FoOvc

LAION-DISCO-12M

Obsession (Foreign Concept Remix)

Listed as Enei, Drs – Obsession (Foreign Concept Remix) (FABRICLIVE 62: Kasra) · Watch on YouTube

youtube_video NgxAwfvXEt0 · row NgxAwfvXEt0

LAION-DISCO-12M

Waiting To Go

Listed as DRS, Duskee, Disrupta – Waiting To Go (Waiting To Go) · Watch on YouTube

youtube_video Q5enxrkRAgM · row Q5enxrkRAgM

LAION-DISCO-12M

Bobby

Listed as DRS, Need For Mirrors – Bobby (Bobby / Fleeky) · Watch on YouTube

youtube_video R_So_9sdPgA · row R_So_9sdPgA

LAION-DISCO-12M

Cheap Love (Commentary)

Listed as Workforce, DRS – Cheap Love (Commentary) (Late Night Soundtrack, Vol. 3) · Watch on YouTube

youtube_video Stjp2VuDVmk · row Stjp2VuDVmk

LAION-DISCO-12M

Self Destruction (feat. Rob GEE)

Listed as DRS, R3T3P, Orian – Self Destruction (feat. Rob GEE) (Drs Presents Tsr Album 8.0) · Watch on YouTube

youtube_video TL-0MckdGpU · row TL-0MckdGpU

LAION-DISCO-12M

Playing with Fire (feat. Dub Phizix)

Listed as DRS – Playing with Fire (feat. Dub Phizix) (I Don't Usually Like MC's but...) · Watch on YouTube

youtube_video XUbt0zs7s4M · row XUbt0zs7s4M

LAION-DISCO-12M

Running Back

Listed as DRS, Need For Mirrors – Running Back (Running Back) · Watch on YouTube

youtube_video Xe0miyp9T-g · row Xe0miyp9T-g

LAION-DISCO-12M

See Them Hatin' (feat. Starrlight)

Listed as Estasia, DRS, Madsin – See Them Hatin' (feat. Starrlight) (My Turn) · Watch on YouTube

youtube_video YVm02npFvjI · row YVm02npFvjI

LAION-DISCO-12M

Like Uh (feat. Vangeliez)

Listed as DRS – Like Uh (feat. Vangeliez) (Light Language) · Watch on YouTube

youtube_video Yi__cUsi-w0 · row Yi__cUsi-w0

LAION-DISCO-12M

Bun Ya Too (feat. Chimpo, Marcus Intalex, Fox & Skittles)

Listed as DRS, Chimpo – Bun Ya Too (feat. Chimpo, Marcus Intalex, Fox & Skittles) (Mid Mic Crisis) · Watch on YouTube

youtube_video Z7-A-9_N8Lc · row Z7-A-9_N8Lc

LAION-DISCO-12M

Brothers (feat. Unglued)

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

youtube_video _iAFE0MGKZw · row _iAFE0MGKZw

LAION-DISCO-12M

Cheap Love

Listed as Workforce, DRS – Cheap Love (Cheap Love) · Watch on YouTube

youtube_video bf6ZjKcdN58 · row bf6ZjKcdN58

LAION-DISCO-12M

Sin (feat. Utah Jazz)

Listed as DRS – Sin (feat. Utah Jazz) (I Will EP) · Watch on YouTube

youtube_video c6F94yDxzgo · row c6F94yDxzgo

LAION-DISCO-12M

Gangsta Lean (Radio Edit)

Listed as D.R.S. – Gangsta Lean (Radio Edit) (Lost Hits Of The 90's) · Watch on YouTube

youtube_video cOxubZBYlZ8 · row cOxubZBYlZ8

LAION-DISCO-12M

Save Love

Listed as Anile, DRS – Save Love (Save Love) · Watch on YouTube

youtube_video el8z5FDSr_0 · row el8z5FDSr_0

LAION-DISCO-12M

Bout To Blow

Listed as DRS, Think Tonk – Bout To Blow (Everything Must Go!) · Watch on YouTube

youtube_video iM3xz8XOYv0 · row iM3xz8XOYv0

LAION-DISCO-12M

Death Row (feat. Mr Ravage)

Listed as DRS, Deadly Guns – Death Row (feat. Mr Ravage) (Uptempo Hardcore Compilation Part III) · Watch on YouTube

youtube_video k2_664l984w · row k2_664l984w

LAION-DISCO-12M

Demonic Rage

Listed as Irradiate, DRS, Sovereign King – Demonic Rage (Legacy Of Blood) · Watch on YouTube

youtube_video kfbK1b2bhvU · row kfbK1b2bhvU

LAION-DISCO-12M

Count to Ten (feat. Enei)

Listed as Drs – Count to Ten (feat. Enei) (FABRICLIVE 62: Kasra) · Watch on YouTube

youtube_video kmEXsd2Bu6A · row kmEXsd2Bu6A

LAION-DISCO-12M

#PoppinChampagne

Listed as DRS, Imperial – #PoppinChampagne (Hardstyle Winter 2022) · Watch on YouTube

youtube_video lQ0XdUtle_w · row lQ0XdUtle_w

LAION-DISCO-12M

Burn (feat. Nu:Tone)

Listed as DRS, Dynamite MC, Terri Walker – Burn (feat. Nu:Tone) (Playing In The Dark) · Watch on YouTube

youtube_video mfZ12LgRkVw · row mfZ12LgRkVw

LAION-DISCO-12M

I WIll (feat. Patife & Vangeliez)

Listed as DRS – I WIll (feat. Patife & Vangeliez) (I Will EP) · Watch on YouTube

youtube_video pXt8tsxQbl4 · row pXt8tsxQbl4

LAION-DISCO-12M

Soul Remembers (feat. Dub Phizix & Fox)

Listed as DRS – Soul Remembers (feat. Dub Phizix & Fox) (I Don't Usually Like MC's but...) · Watch on YouTube

youtube_video q7igDca7LHw · row q7igDca7LHw

LAION-DISCO-12M

Constant Reminder

Listed as Anile, DRS – Constant Reminder (No Code) · Watch on YouTube

youtube_video qd02aRikC84 · row qd02aRikC84

LAION-DISCO-12M

Gunga P

Listed as Need For Mirrors, HLZ, DRS – Gunga P (Gunga P EP) · Watch on YouTube

youtube_video sSBXesWZS7c · row sSBXesWZS7c

LAION-DISCO-12M

Want You Back

Listed as DRS, Mindstate, Émilie Rachel – Want You Back (Want You Back) · Watch on YouTube

youtube_video skQ3eP6u7dY · row skQ3eP6u7dY

LAION-DISCO-12M

Fleeky

Listed as DRS, Need For Mirrors – Fleeky (Bobby / Fleeky) · Watch on YouTube

youtube_video twVYdvYBTrk · row twVYdvYBTrk

LAION-DISCO-12M

My Cage

Listed as DRS, Irradiate – My Cage (Uptempo Hardcore Compilation, Pt. 5) · Watch on YouTube

youtube_video uEy5LnH7SrY · row uEy5LnH7SrY

LAION-DISCO-12M

Gullyman Skank (feat. Chimpo)

Listed as DRS, Dynamite MC – Gullyman Skank (feat. Chimpo) (Playing In The Dark) · Watch on YouTube

youtube_video vAQe99SgL0Y · row vAQe99SgL0Y

LAION-DISCO-12M

Wake You Up

Listed as Dogger, Mindstate, DRS – Wake You Up (Wake You Up) · Watch on YouTube

youtube_video wDdL7Pep9WA · row wDdL7Pep9WA

LAION-DISCO-12M

white horses

Listed as Calibre, DRS – white horses (white horses / living for) · Watch on YouTube

youtube_video wYNjfLgSE-k · row wYNjfLgSE-k

LAION-DISCO-12M

R.A.V.E.A.S.A.P

Listed as Gardna, DRS – R.A.V.E.A.S.A.P (R.A.V.E.A.S.A.P / On That) · Watch on YouTube

youtube_video xF0xpdgdkQU · row xF0xpdgdkQU

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.