Yes. Wretch 32 has 154 songs listed in a dataset used to train AI music models.

Used for training 154

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 Different World (All Star Remix Acapella), Hulk Hogan, Mummy's Boy

Listed under the artist name 154 songs in LAION-DISCO-12M

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

Different World (All Star Remix Acapella)

Listed as Scorcher, Tinchy Stryder, Nolay, Wretch 32 – Different World (All Star Remix Acapella) (Different World) · Watch on YouTube

youtube_video 0SSNZuukhKE · row 0SSNZuukhKE

LAION-DISCO-12M

Hulk Hogan

Listed as Wretch 32, Avelino – Hulk Hogan (Young Fire, Old Flame) · Watch on YouTube

youtube_video 22tR9-DCYtQ · row 22tR9-DCYtQ

LAION-DISCO-12M

Mummy's Boy

Listed as Wretch 32 – Mummy's Boy (Mummy's Boy) · Watch on YouTube

youtube_video 3h_d4NszjhE · row 3h_d4NszjhE

LAION-DISCO-12M

Spin Around

Listed as Wretch 32 – Spin Around (Spin Around) · Watch on YouTube

youtube_video 40HFXuGLGTY · row 40HFXuGLGTY

LAION-DISCO-12M

Good Morning

Listed as Scorcher, Wretch 32, Kay Young – Good Morning (Concrete Jungle) · Watch on YouTube

youtube_video 40VyI54rj44 · row 40VyI54rj44

LAION-DISCO-12M

6 Words

Listed as Wretch 32 – 6 Words (6 Words) · Watch on YouTube

youtube_video 6zkFzoy6Q3c · row 6zkFzoy6Q3c

LAION-DISCO-12M

All White / Interlude (feat. K-Trap)

Listed as Wretch 32, Nafe Smallz – All White / Interlude (feat. K-Trap) (little BIG Man) · Watch on YouTube

youtube_video 7_9v56TEhc4 · row 7_9v56TEhc4

LAION-DISCO-12M

Tell Me (feat. Kojo Funds & Jahlani)

Listed as Wretch 32 – Tell Me (feat. Kojo Funds & Jahlani) (Tell Me) · Watch on YouTube

youtube_video ACCnJcI7-Ao · row ACCnJcI7-Ao

LAION-DISCO-12M

Anniversary (Fall in Love) (Acoustic Version)

Listed as Wretch 32, Alex Mills – Anniversary (Fall in Love) (Acoustic Version) (Black and White (Deluxe Version)) · Watch on YouTube

youtube_video AuGf96_xb9g · row AuGf96_xb9g

LAION-DISCO-12M

Never Be Me (feat. Angel)

Listed as Wretch 32 – Never Be Me (feat. Angel) (Black and White (Deluxe Version)) · Watch on YouTube

youtube_video B0L9ZvpYZzw · row B0L9ZvpYZzw

LAION-DISCO-12M

His & Hers (Perspectives)

Listed as Wretch 32 – His & Hers (Perspectives) (FR32) · Watch on YouTube

youtube_video BimAA6p5Y34 · row BimAA6p5Y34

LAION-DISCO-12M

Marathon Girl

Listed as Wretch 32, Avelino, Yungen, Fuse ODG – Marathon Girl (Young Fire, Old Flame) · Watch on YouTube

youtube_video DWhaT5snCkY · row DWhaT5snCkY

LAION-DISCO-12M

Don't Be Afraid

Listed as Wretch 32 – Don't Be Afraid (Black and White) · Watch on YouTube

youtube_video EL9uAXEQKLc · row EL9uAXEQKLc

LAION-DISCO-12M

Hush Little Baby (feat. Ed Sheeran)

Listed as Wretch 32 – Hush Little Baby (feat. Ed Sheeran) (Black and White) · Watch on YouTube

youtube_video G-oLY7NsejE · row G-oLY7NsejE

LAION-DISCO-12M

Traktor (Radio Edit)

Listed as Wretch 32, L – Traktor (Radio Edit) (Black and White) · Watch on YouTube

youtube_video G4Pq1f_PYvQ · row G4Pq1f_PYvQ

LAION-DISCO-12M

iPray

Listed as Jords, Wretch 32, Miles from Kinshasa, Mrs Chambers – iPray (iPray) · Watch on YouTube

youtube_video GKACq7hdVhA · row GKACq7hdVhA

LAION-DISCO-12M

Different World (All Star Remix)

Listed as Scorcher, Tinchy Stryder, Nolay, Wretch 32 – Different World (All Star Remix) (Different World) · Watch on YouTube

youtube_video GKJCeVeIKR0 · row GKJCeVeIKR0

LAION-DISCO-12M

GMO

Listed as Wretch 32, Avelino, Youngs Teflon – GMO (Young Fire, Old Flame) · Watch on YouTube

youtube_video GYyMBJ0CWCo · row GYyMBJ0CWCo

LAION-DISCO-12M

In My Lifetime

Listed as Lowkey, Wretch 32 – In My Lifetime (Dear Listener) · Watch on YouTube

youtube_video HB78cBDx4wk · row HB78cBDx4wk

LAION-DISCO-12M

No Sleep

Listed as Wretch 32, Maverick Sabre, Loudmouth, Black the Ripper – No Sleep (Smasher Presents Set the Record Straight) · Watch on YouTube

youtube_video IM2QfNbvZ48 · row IM2QfNbvZ48

LAION-DISCO-12M

Forgiveness (Radio Edit) (feat. Etta Bond)

Listed as Wretch 32 – Forgiveness (Radio Edit) (feat. Etta Bond) (Black and White) · Watch on YouTube

youtube_video JSOxzihiPjY · row JSOxzihiPjY

LAION-DISCO-12M

10/10 (feat. Giggs)

Listed as Wretch 32 – 10/10 (feat. Giggs) (10/10) · Watch on YouTube

youtube_video KAzyBYETreM · row KAzyBYETreM

LAION-DISCO-12M

Issues

Listed as Wretch 32, Avelino, Loick Essien, Hurricane Hunt – Issues (Young Fire, Old Flame) · Watch on YouTube

youtube_video MDy4UN_w0nQ · row MDy4UN_w0nQ

LAION-DISCO-12M

Blood & Sweat

Listed as emil, Kojey Radical, Wretch 32 – Blood & Sweat (Blood & Sweat) · Watch on YouTube

youtube_video MW6txxwG5Sw · row MW6txxwG5Sw

LAION-DISCO-12M

OCD RIDDIM (Part 2)

Listed as Tiggs Da Author, Rimzee, Wretch 32 – OCD RIDDIM (Part 2) (OCD RIDDIM (Part 2)) · Watch on YouTube

youtube_video MuH7EH-Furs · row MuH7EH-Furs

LAION-DISCO-12M

Don't Go (Radio Edit)

Listed as Wretch 32 – Don't Go (Radio Edit) (Black and White) · Watch on YouTube

youtube_video SyAUGn-CFEs · row SyAUGn-CFEs

LAION-DISCO-12M

Light's On

Listed as Scorcher, Wretch 32, Mercston – Light's On (Concrete Jungle) · Watch on YouTube

youtube_video TLJrPrKuAgI · row TLJrPrKuAgI

LAION-DISCO-12M

Unorthodox (Radio Edit) (feat. Example)

Listed as Wretch 32 – Unorthodox (Radio Edit) (feat. Example) (Black and White (Deluxe Version)) · Watch on YouTube

youtube_video Ts3YPLM43lE · row Ts3YPLM43lE

LAION-DISCO-12M

Power (feat. J. Warner)

Listed as Wretch 32 – Power (feat. J. Warner) (FR32) · Watch on YouTube

youtube_video ZlqQAU0ArTw · row ZlqQAU0ArTw

LAION-DISCO-12M

Ina Di Ghetto (feat. Badness & Ghetto)

Listed as Wretch 32 – Ina Di Ghetto (feat. Badness & Ghetto) (Wretchrospective (Deluxe Edition)) · Watch on YouTube

youtube_video Zlzs5oTxlmo · row Zlzs5oTxlmo

LAION-DISCO-12M

Gift To You

Listed as Wretch 32, Avelino, Moelogo – Gift To You (Young Fire, Old Flame) · Watch on YouTube

youtube_video _3hC_I8Y91w · row _3hC_I8Y91w

LAION-DISCO-12M

Alright With Me (Radio Edit) (feat. Anne-Marie & PRGRSHN)

Listed as Wretch 32 – Alright With Me (Radio Edit) (feat. Anne-Marie & PRGRSHN) (Alright With Me (Radio Edit)) · Watch on YouTube

youtube_video _kdcYABTx4o · row _kdcYABTx4o

LAION-DISCO-12M

Burn (feat. Talay Riley)

Listed as Wretch 32, Ghetts – Burn (feat. Talay Riley) (Upon Reflection) · Watch on YouTube

youtube_video _qXUL0g8xBc · row _qXUL0g8xBc

LAION-DISCO-12M

Blackout (feat. Shakka)

Listed as Wretch 32 – Blackout (feat. Shakka) (Blackout (Remixes)) · Watch on YouTube

youtube_video ekn_oYekA1A · row ekn_oYekA1A

LAION-DISCO-12M

24 Hours

Listed as Wretch 32 – 24 Hours (24 Hours) · Watch on YouTube

youtube_video g7dHHHAED3Q · row g7dHHHAED3Q

LAION-DISCO-12M

Daily Duppy (feat. GRM Daily)

Listed as Wretch 32 – Daily Duppy (feat. GRM Daily) (Daily Duppy) · Watch on YouTube

youtube_video gIyGWxHURiY · row gIyGWxHURiY

LAION-DISCO-12M

Detergent

Listed as Youngs Teflon, Tiny Boost, Wretch 32 – Detergent (Detergent) · Watch on YouTube

youtube_video j-CJ83Z-bHE · row j-CJ83Z-bHE

LAION-DISCO-12M

Finer Taste

Listed as Mr Bigz feat. Wretch 32, Wretch 32 – Finer Taste (Summer) · Watch on YouTube

youtube_video kZwQIVk6tzs · row kZwQIVk6tzs

LAION-DISCO-12M

Soldier (UK Flex remix)

Listed as DJ Vadim, Wretch 32, Kyza Smirnoff, Orifice Vulgatron – Soldier (UK Flex remix) (That Lite) · Watch on YouTube

youtube_video n8xsXjInvL8 · row n8xsXjInvL8

LAION-DISCO-12M

Don't Go (MJ Cole Remix) (feat. Josh Kumra)

Listed as Wretch 32 – Don't Go (MJ Cole Remix) (feat. Josh Kumra) (Black and White (Deluxe Version)) · Watch on YouTube

youtube_video oGACcWzyHys · row oGACcWzyHys

LAION-DISCO-12M

Daily Duppy

Listed as Wretch 32 – Daily Duppy (Daily Duppy) · Watch on YouTube

youtube_video ocVSIIrly3c · row ocVSIIrly3c

LAION-DISCO-12M

Young Fire, Old Flame

Listed as Wretch 32, Avelino – Young Fire, Old Flame (Young Fire, Old Flame) · Watch on YouTube

youtube_video ofnNwNQbI1U · row ofnNwNQbI1U

LAION-DISCO-12M

Whistle (feat. Donae'o & Kojo Funds)

Listed as Wretch 32 – Whistle (feat. Donae'o & Kojo Funds) (Whistle) · Watch on YouTube

youtube_video pN0RX3J2LQo · row pN0RX3J2LQo

LAION-DISCO-12M

Helpless (feat. Varren Wade)

Listed as Wretch 32, Devlin, Swiss – Helpless (feat. Varren Wade) (AR15 - Concrete Jungle) · Watch on YouTube

youtube_video qHg4WEuCH4U · row qHg4WEuCH4U

LAION-DISCO-12M

Different World (All Star Remix Instrumental)

Listed as Scorcher, Tinchy Stryder, Nolay, Wretch 32 – Different World (All Star Remix Instrumental) (Different World) · Watch on YouTube

youtube_video rTCc0Z36HrA · row rTCc0Z36HrA

LAION-DISCO-12M

Wig Wig

Listed as Wretch 32, Scorcher – Wig Wig (S4DK Presents Best In '07) · Watch on YouTube

youtube_video uNo_XATwXcM · row uNo_XATwXcM

LAION-DISCO-12M

The 15th

Listed as Wretch 32, Avelino, Moelogo, Sneakbo – The 15th (Young Fire, Old Flame) · Watch on YouTube

youtube_video wHXx98xk3Ko · row wHXx98xk3Ko

LAION-DISCO-12M

Blur

Listed as Wretch 32 – Blur (Blur) · Watch on YouTube

youtube_video xHpVtJgWnOE · row xHpVtJgWnOE

LAION-DISCO-12M

2 minute silence

Listed as Wretch 32 – 2 minute silence (Moments of Silence) · Watch on YouTube

youtube_video z-tDVuW6iBA · row z-tDVuW6iBA

LAION-DISCO-12M

Trend Setters

Listed as Scorcher, G Frsh, Wretch 32, Mercston – Trend Setters (Concrete Jungle) · Watch on YouTube

youtube_video zbFtM-StEGQ · row zbFtM-StEGQ

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.