Yes. Ward 21 has 159 songs listed in a dataset used to train AI music models.

Used for training 159

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 Melody Of War (Part 2) (feat. Wayne Marshall), War Start, Going Going Gone

Listed under the artist name 159 songs in LAION-DISCO-12M

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

Melody Of War (Part 2) (feat. Wayne Marshall)

Listed as Ward 21 – Melody Of War (Part 2) (feat. Wayne Marshall) (Ragga Ragga Ragga 15) · Watch on YouTube

youtube_video 14zXjddRSaQ · row 14zXjddRSaQ

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War Start

Listed as Ward 21 – War Start (Still Disturbed) · Watch on YouTube

youtube_video 1nWZ0-CX0wc · row 1nWZ0-CX0wc

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Going Going Gone

Listed as Ward 21 – Going Going Gone (Mentally Disturbed) · Watch on YouTube

youtube_video 2X0HJFZjh3c · row 2X0HJFZjh3c

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Until

Listed as Ward 21 – Until (Greensleeves Rhythm Album #59: Kasablanca) · Watch on YouTube

youtube_video 4VG6koOi6OU · row 4VG6koOi6OU

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The Illness

Listed as Ward 21 – The Illness (Mentally Disturbed) · Watch on YouTube

youtube_video 4irb7Nrk8N0 · row 4irb7Nrk8N0

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Reggae Pledge

Listed as Ward 21 – Reggae Pledge (U Know How We Roll) · Watch on YouTube

youtube_video 5Qgc9bL81Ng · row 5Qgc9bL81Ng

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May I

Listed as Ward 21 – May I (King Of The World) · Watch on YouTube

youtube_video 8WSNq18fA5I · row 8WSNq18fA5I

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Coochie Zone

Listed as Ward 21 – Coochie Zone (U Know How We Roll) · Watch on YouTube

youtube_video CScaZcSPwSw · row CScaZcSPwSw

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Thugs For Life (feat. Wayne Marshall)

Listed as Ward 21 – Thugs For Life (feat. Wayne Marshall) (Mentally Disturbed) · Watch on YouTube

youtube_video DBjOmVvmdhU · row DBjOmVvmdhU

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Tek Boy Girl

Listed as Ward 21, Anthony B – Tek Boy Girl (Soundclash Superstar Producers, Round 1: Skatta & Ward 21 Vs. Arrows & South Rakkas) · Watch on YouTube

youtube_video E_sUADlwZ6o · row E_sUADlwZ6o

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Rock the Spot

Listed as Ward 21 – Rock the Spot (Rock the Spot Remix Edition) · Watch on YouTube

youtube_video Gyl6J1S9Kq0 · row Gyl6J1S9Kq0

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Never Bow

Listed as Ward 21 – Never Bow (Mentally Disturbed) · Watch on YouTube

youtube_video HCr7xSyiiFE · row HCr7xSyiiFE

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Shadow

Listed as Ward 21 – Shadow (Power Surge) · Watch on YouTube

youtube_video HIiYcaCPxHo · row HIiYcaCPxHo

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President Of Hoochie Land

Listed as Ward 21 – President Of Hoochie Land (Sampler 23) · Watch on YouTube

youtube_video HZSdcj-b24s · row HZSdcj-b24s

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Sicko

Listed as Lost City, Ward 21 – Sicko (Sicko) · Watch on YouTube

youtube_video I4tQxdOy0R8 · row I4tQxdOy0R8

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Real Badman

Listed as Elephant Man, Ward 21 – Real Badman (Reggae Jamdown Triplets - Buju Banton, Elephant Man and Jigsy King) · Watch on YouTube

youtube_video KeUAyjp74Nc · row KeUAyjp74Nc

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For Da Ladies

Listed as Ward 21 – For Da Ladies (Greensleeves Rhythm Album #10: Tixx / Blaze) · Watch on YouTube

youtube_video LGkaM25Zmwg · row LGkaM25Zmwg

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Move Over

Listed as Ward 21 – Move Over (Jedi Riddim - Youtube Version) · Watch on YouTube

youtube_video Ldp32EElMXE · row Ldp32EElMXE

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Hey Gal

Listed as Ward 21 – Hey Gal (Riddim Driven: G-String) · Watch on YouTube

youtube_video MQuTImvNk6U · row MQuTImvNk6U

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Champion (Mr Benn Remix)

Listed as Rukus, Ward 21, Mr Benn – Champion (Mr Benn Remix) (Champion Remixes Part 2) · Watch on YouTube

youtube_video OdNNSipcBQ4 · row OdNNSipcBQ4

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Grimey (feat. A.R.P)

Listed as Ward 21 – Grimey (feat. A.R.P) (Mentally Disturbed) · Watch on YouTube

youtube_video Osv9FSnemJc · row Osv9FSnemJc

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Dip

Listed as Dj.Frodo, Ward 21 – Dip (Dip) · Watch on YouTube

youtube_video Qi9Ir9RGR48 · row Qi9Ir9RGR48

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Jump & Skip

Listed as Dreadsquad, Ward 21 – Jump & Skip (Jump & Skip) · Watch on YouTube

youtube_video QtOmYnxYyYo · row QtOmYnxYyYo

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Da Plum

Listed as Ward 21 – Da Plum (Riddim Driven: Scarecrow) · Watch on YouTube

youtube_video R_QcMNdpRvg · row R_QcMNdpRvg

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Heineken Bottle

Listed as Ward 21, Beenie Man – Heineken Bottle (Soundclash Superstar Producers, Round 1: Skatta & Ward 21 Vs. Arrows & South Rakkas) · Watch on YouTube

youtube_video T_tEbFr36OA · row T_tEbFr36OA

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911

Listed as Ward 21 & Elephant Man – 911 (Riddim Driven: Trilogy 2 & Ole Sore) · Watch on YouTube

youtube_video Ur2BsN0H-6o · row Ur2BsN0H-6o

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Sick Head

Listed as Ward 21 – Sick Head (Riddim Driven: Salsa) · Watch on YouTube

youtube_video VX_AaVwkyPg · row VX_AaVwkyPg

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Five-A-Day

Listed as Ward 21 – Five-A-Day (Punanny) · Watch on YouTube

youtube_video VhFN69TvL1g · row VhFN69TvL1g

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Scream (feat. Jordanne Patrice)

Listed as Ward 21 – Scream (feat. Jordanne Patrice) (Power Surge) · Watch on YouTube

youtube_video Xk532q9USuY · row Xk532q9USuY

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Topping

Listed as Ward 21 – Topping (Riddim Driven: Diesel) · Watch on YouTube

youtube_video Xq-oiFqWXHE · row Xq-oiFqWXHE

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Third Leg

Listed as Ward 21 – Third Leg (U Know How We Roll) · Watch on YouTube

youtube_video Z8Y2yi2ZOmk · row Z8Y2yi2ZOmk

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Power Surge (Intro)

Listed as Ward 21 – Power Surge (Intro) (Power Surge) · Watch on YouTube

youtube_video _7P5vC9CbU4 · row _7P5vC9CbU4

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Artillery (feat. Marcy Chin)

Listed as Ward 21 – Artillery (feat. Marcy Chin) (Power Surge) · Watch on YouTube

youtube_video _XD6T8fk46w · row _XD6T8fk46w

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Hotta, Betta, Phatta

Listed as Ward 21 – Hotta, Betta, Phatta (U Know How We Roll) · Watch on YouTube

youtube_video angBtDC4ATI · row angBtDC4ATI

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Last Night

Listed as Ward 21 – Last Night (Unstoppable) · Watch on YouTube

youtube_video b50rDoW1wEk · row b50rDoW1wEk

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Thugga

Listed as Ward 21 – Thugga (Mentally Disturbed) · Watch on YouTube

youtube_video cxr8CKrDW7c · row cxr8CKrDW7c

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Who Dem A Talk

Listed as Ward 21 – Who Dem A Talk (Jonkanoo) · Watch on YouTube

youtube_video dgu-yTFVlcM · row dgu-yTFVlcM

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Lah Lah

Listed as Ward 21 – Lah Lah (Riddim Driven: X5) · Watch on YouTube

youtube_video fNaSbor-ne8 · row fNaSbor-ne8

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Bun It Up

Listed as Ward 21 – Bun It Up (Ganja City Riddim) · Watch on YouTube

youtube_video j-iiQ7vegYw · row j-iiQ7vegYw

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Firehouse Ahthem

Listed as Ward 21 – Firehouse Ahthem (Greensleeves Rhythm Album #4: Volume) · Watch on YouTube

youtube_video jwbb_VL1jpI · row jwbb_VL1jpI

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Ben' U Back (feat. Sean Paul)

Listed as Ward 21 – Ben' U Back (feat. Sean Paul) (Still Disturbed) · Watch on YouTube

youtube_video jz_qMFZeL_M · row jz_qMFZeL_M

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Ben Yuh Back (feat. Sean Paul) [Binnie Smalls Remix]

Listed as Sean Paul, Ward 21 – Ben Yuh Back (feat. Sean Paul) [Binnie Smalls Remix] (Ben Yuh Back [Binnie Smalls Remix]) · Watch on YouTube

youtube_video kDuYo_syTBY · row kDuYo_syTBY

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Rifle

Listed as Ward 21 – Rifle (Power Surge) · Watch on YouTube

youtube_video kzggKpydVzA · row kzggKpydVzA

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One For Me

Listed as Ward 21 – One For Me (Riddim Driven: Trilogy) · Watch on YouTube

youtube_video lQl-AVBhKbI · row lQl-AVBhKbI

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Don't Push It

Listed as Ward 21 – Don't Push It (Mentally Disturbed) · Watch on YouTube

youtube_video tY3PdpMlcUg · row tY3PdpMlcUg

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Interlude (The Story Of Pum Pum)

Listed as Ward 21 – Interlude (The Story Of Pum Pum) (Mentally Disturbed) · Watch on YouTube

youtube_video ySc9PpLkJJg · row ySc9PpLkJJg

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Gansta School (Raw)

Listed as Ward 21 – Gansta School (Raw) (Troop Riddim) · Watch on YouTube

youtube_video ygMrr-cPlVw · row ygMrr-cPlVw

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Think Twice

Listed as Ward 21 – Think Twice (King Of The World) · Watch on YouTube

youtube_video yu7V1jP3yWw · row yu7V1jP3yWw

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Where We Come From

Listed as Ward 21 – Where We Come From (U Know How We Roll) · Watch on YouTube

youtube_video zFPtd278fTI · row zFPtd278fTI

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Fire

Listed as Ward 21 – Fire (Power Surge) · Watch on YouTube

youtube_video zXL0VDunheE · row zXL0VDunheE

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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.