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 Unorthodox (Distance Remix) (feat. Example), Welcome to My World, The End Scene (Bonus Track)

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.

Unorthodox (Distance Remix) (feat. Example)

Listed as Wretch 32 – Unorthodox (Distance Remix) (feat. Example) (Unorthodox (Radio Edit)) · Watch on YouTube

youtube_video -wuqLON3tow · row -wuqLON3tow

LAION-DISCO-12M

Welcome to My World

Listed as Wretch 32 – Welcome to My World (Wretchrospective (Deluxe Edition)) · Watch on YouTube

youtube_video 2A-0oUtMGh4 · row 2A-0oUtMGh4

LAION-DISCO-12M

The End Scene (Bonus Track)

Listed as Wretch 32 – The End Scene (Bonus Track) (Wretchrospective (Deluxe Edition)) · Watch on YouTube

youtube_video 3Noef-_ACRg · row 3Noef-_ACRg

LAION-DISCO-12M

The Reason (feat. P. Nero & Calibar)

Listed as Wretch 32 – The Reason (feat. P. Nero & Calibar) (Wretchrospective (Deluxe Edition)) · Watch on YouTube

youtube_video 3lSZ5tBRWkI · row 3lSZ5tBRWkI

LAION-DISCO-12M

Church (feat. Teni Tinks & Loick Essien)

Listed as Wretch 32 – Church (feat. Teni Tinks & Loick Essien) (Growing Over Life) · Watch on YouTube

youtube_video 3uoovq6RMGo · row 3uoovq6RMGo

LAION-DISCO-12M

Doing OK (DEVolution Remix) (feat. Jacob Banks)

Listed as Wretch 32 – Doing OK (DEVolution Remix) (feat. Jacob Banks) (Doing OK (Remixes)) · Watch on YouTube

youtube_video 4ZxcvQzb8dQ · row 4ZxcvQzb8dQ

LAION-DISCO-12M

Hush Little Baby (Fred V & Grafix Remix) (feat. Ed Sheeran)

Listed as Wretch 32 – Hush Little Baby (Fred V & Grafix Remix) (feat. Ed Sheeran) (Hush Little Baby (Remixes)) · Watch on YouTube

youtube_video 5MK9MdRgEsA · row 5MK9MdRgEsA

LAION-DISCO-12M

Pop?

Listed as Wretch 32 – Pop? (Pop?) · Watch on YouTube

youtube_video 5NfkfOJJewc · row 5NfkfOJJewc

LAION-DISCO-12M

Dreams / Sunshine (feat. Pantha & Shakka)

Listed as Wretch 32 – Dreams / Sunshine (feat. Pantha & Shakka) (Growing Over Life) · Watch on YouTube

youtube_video 6uXIdcU5eew · row 6uXIdcU5eew

LAION-DISCO-12M

Hush Little Baby (Wideboys Remix) (feat. Ed Sheeran)

Listed as Wretch 32 – Hush Little Baby (Wideboys Remix) (feat. Ed Sheeran) (Hush Little Baby (Remixes)) · Watch on YouTube

youtube_video 7qHr0EbDX-8 · row 7qHr0EbDX-8

LAION-DISCO-12M

Be Cool Remix (feat. Wizzy Wow, Tinie Tempah, Scorcher & Bashy)

Listed as Wretch 32 – Be Cool Remix (feat. Wizzy Wow, Tinie Tempah, Scorcher & Bashy) (Wretchrospective (Deluxe Edition)) · Watch on YouTube

youtube_video 8CwP3lfONBA · row 8CwP3lfONBA

LAION-DISCO-12M

Alright With Me (essess Remix) (feat. Anne-Marie & PRGRSHN)

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

youtube_video BA-jzgopYLQ · row BA-jzgopYLQ

LAION-DISCO-12M

Cooked Food

Listed as Wretch 32 – Cooked Food (Growing Over Life) · Watch on YouTube

youtube_video BWKuJ-ULvDE · row BWKuJ-ULvDE

LAION-DISCO-12M

Remember the Titan

Listed as Wretch 32 – Remember the Titan (Wretchrospective (Deluxe Edition)) · Watch on YouTube

youtube_video Cq93b_JAmdw · row Cq93b_JAmdw

LAION-DISCO-12M

Forgiveness (S.P.Y. Remix) (feat. Etta Bond)

Listed as Wretch 32 – Forgiveness (S.P.Y. Remix) (feat. Etta Bond) (Forgiveness (Remixes)) · Watch on YouTube

youtube_video GEmO9MRq9Y0 · row GEmO9MRq9Y0

LAION-DISCO-12M

Traktor (Go Harder Dub) (The Mike Delinquent Project Remix) (feat. L)

Listed as Wretch 32 – Traktor (Go Harder Dub) (The Mike Delinquent Project Remix) (feat. L) (Traktor) · Watch on YouTube

youtube_video Gra5toSYha4 · row Gra5toSYha4

LAION-DISCO-12M

Pisces

Listed as Wretch 32 – Pisces (Wretchrospective (Deluxe Edition)) · Watch on YouTube

youtube_video Jkcf7nZYTWc · row Jkcf7nZYTWc

LAION-DISCO-12M

Hush Little Baby (Instrumental Edit) (feat. Ed Sheeran)

Listed as Wretch 32 – Hush Little Baby (Instrumental Edit) (feat. Ed Sheeran) (Hush Little Baby (Remixes)) · Watch on YouTube

youtube_video LcCwkGjTwRg · row LcCwkGjTwRg

LAION-DISCO-12M

Blackout (T. Williams Remix) (feat. Shakka)

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

youtube_video MmRH67U_kmQ · row MmRH67U_kmQ

LAION-DISCO-12M

Colour Purple (feat. Kojey Radical)

Listed as Wretch 32 – Colour Purple (feat. Kojey Radical) (FR32) · Watch on YouTube

youtube_video NCJnsCqN72s · row NCJnsCqN72s

LAION-DISCO-12M

Take Me As I Am (feat. Jordan Thomas & Kranium)

Listed as Wretch 32 – Take Me As I Am (feat. Jordan Thomas & Kranium) (Growing Over Life) · Watch on YouTube

youtube_video Nz54hkOe-18 · row Nz54hkOe-18

LAION-DISCO-12M

3 minute silence (Dear Boris)

Listed as Wretch 32 – 3 minute silence (Dear Boris) (Moments of Silence) · Watch on YouTube

youtube_video O5HADNXRI5w · row O5HADNXRI5w

LAION-DISCO-12M

Wretch-Trapective

Listed as Wretch 32 – Wretch-Trapective (Best In '06 (The Kings Are Coming III)) · Watch on YouTube

youtube_video PcVsdAStkkE · row PcVsdAStkkE

LAION-DISCO-12M

6 Words (Friction Remix)

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

youtube_video QZ_oLC-ZBUc · row QZ_oLC-ZBUc

LAION-DISCO-12M

Hush Little Baby (Rudimental Remix) (feat. Ed Sheeran)

Listed as Wretch 32 – Hush Little Baby (Rudimental Remix) (feat. Ed Sheeran) (Hush Little Baby (Remixes)) · Watch on YouTube

youtube_video RxhX6b-OGxY · row RxhX6b-OGxY

LAION-DISCO-12M

Forgiveness (Manhattan Clique Remix) (feat. Etta Bond)

Listed as Wretch 32 – Forgiveness (Manhattan Clique Remix) (feat. Etta Bond) (Forgiveness (Remixes)) · Watch on YouTube

youtube_video TRhEGXzgJ60 · row TRhEGXzgJ60

LAION-DISCO-12M

Chinese Whispers (feat. Scorcher & Chipmunk)

Listed as Wretch 32 – Chinese Whispers (feat. Scorcher & Chipmunk) (Wretchrospective (Deluxe Edition)) · Watch on YouTube

youtube_video Ue6P0JGmaUY · row Ue6P0JGmaUY

LAION-DISCO-12M

1 minute silence

Listed as Wretch 32 – 1 minute silence (Moments of Silence) · Watch on YouTube

youtube_video VhqjWfpUqHU · row VhqjWfpUqHU

LAION-DISCO-12M

Traktor (Acoustic Version) (feat. L)

Listed as Wretch 32 – Traktor (Acoustic Version) (feat. L) (Black and White (Deluxe Version)) · Watch on YouTube

youtube_video _2uuLvFOasU · row _2uuLvFOasU

LAION-DISCO-12M

Doing OK (Cahill Remix) (feat. Jacob Banks)

Listed as Wretch 32 – Doing OK (Cahill Remix) (feat. Jacob Banks) (Doing OK (Remixes)) · Watch on YouTube

youtube_video _oLS_i5U3OY · row _oLS_i5U3OY

LAION-DISCO-12M

Take This from Me (feat. Badness)

Listed as Wretch 32 – Take This from Me (feat. Badness) (Wretchrospective (Deluxe Edition)) · Watch on YouTube

youtube_video aZmuabZs4-0 · row aZmuabZs4-0

LAION-DISCO-12M

Wretchrospective (feat. Vis)

Listed as Wretch 32 – Wretchrospective (feat. Vis) (Wretchrospective (Deluxe Edition)) · Watch on YouTube

youtube_video bDNDA_zoy7M · row bDNDA_zoy7M

LAION-DISCO-12M

Alright With Me (Tobtok Remix) (feat. Anne-Marie & PRGRSHN)

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

youtube_video bkWByzP_VNE · row bkWByzP_VNE

LAION-DISCO-12M

Stop My Pen from Crying (feat. Darren B)

Listed as Wretch 32 – Stop My Pen from Crying (feat. Darren B) (Wretchrospective (Deluxe Edition)) · Watch on YouTube

youtube_video dFILugU3JMk · row dFILugU3JMk

LAION-DISCO-12M

Blackout (Bobby Tank Remix) (feat. Shakka)

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

youtube_video dWIo2VqMhhc · row dWIo2VqMhhc

LAION-DISCO-12M

Alright With Me (Sonny Fodera Remix) (feat. Anne-Marie & PRGRSHN)

Listed as Wretch 32 – Alright With Me (Sonny Fodera Remix) (feat. Anne-Marie & PRGRSHN) (Alright With Me - EP) · Watch on YouTube

youtube_video ehdYfKpx5Ww · row ehdYfKpx5Ww

LAION-DISCO-12M

All That I Need

Listed as Wretch 32 – All That I Need (Wretchrospective (Deluxe Edition)) · Watch on YouTube

youtube_video hxZF1my_Axs · row hxZF1my_Axs

LAION-DISCO-12M

Don't Go (Acoustic Version) (feat. Josh Kumra)

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

youtube_video in1RQLSEwQs · row in1RQLSEwQs

LAION-DISCO-12M

Set Him Up (feat. Sincere & Tension)

Listed as Wretch 32 – Set Him Up (feat. Sincere & Tension) (S4DK Presents Best In '07) · Watch on YouTube

youtube_video jJqQuMmYlHo · row jJqQuMmYlHo

LAION-DISCO-12M

6 Words (Fabian Baroud Remix)

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

youtube_video jaMrKLoTMSk · row jaMrKLoTMSk

LAION-DISCO-12M

Swaggalicious (feat. Scorcher)

Listed as Wretch 32 – Swaggalicious (feat. Scorcher) (Wretchrospective (Deluxe Edition)) · Watch on YouTube

youtube_video lt0zHKQiA4Y · row lt0zHKQiA4Y

LAION-DISCO-12M

Forgiveness (Stinkahbell Day Remix) (feat. Etta Bond)

Listed as Wretch 32 – Forgiveness (Stinkahbell Day Remix) (feat. Etta Bond) (Forgiveness (Remixes)) · Watch on YouTube

youtube_video re-OI4VjNsk · row re-OI4VjNsk

LAION-DISCO-12M

The Endz

Listed as Wretch 32 – The Endz (little BIG Man) · Watch on YouTube

youtube_video s15FuW1xtTs · row s15FuW1xtTs

LAION-DISCO-12M

Air

Listed as Wretch 32 – Air (Black and White (Deluxe Version)) · Watch on YouTube

youtube_video tcTG0BxKbR4 · row tcTG0BxKbR4

LAION-DISCO-12M

Unorthodox (Logistics Remix) (feat. Example)

Listed as Wretch 32 – Unorthodox (Logistics Remix) (feat. Example) (Unorthodox (Radio Edit)) · Watch on YouTube

youtube_video uxgWAFWN5fo · row uxgWAFWN5fo

LAION-DISCO-12M

Be Cool (feat. Wizzy Wow)

Listed as Wretch 32 – Be Cool (feat. Wizzy Wow) (Wretchrospective (Deluxe Edition)) · Watch on YouTube

youtube_video xIWBLsUHffc · row xIWBLsUHffc

LAION-DISCO-12M

Unorthodox (Moto Blanco Remix) (feat. Example)

Listed as Wretch 32 – Unorthodox (Moto Blanco Remix) (feat. Example) (Unorthodox (Radio Edit)) · Watch on YouTube

youtube_video xVQc-TFDdO8 · row xVQc-TFDdO8

LAION-DISCO-12M

Traktor (Darwood & Preston Remix) (feat. L)

Listed as Wretch 32 – Traktor (Darwood & Preston Remix) (feat. L) (Traktor) · Watch on YouTube

youtube_video xZD0yP6d4UY · row xZD0yP6d4UY

LAION-DISCO-12M

Something (feat. Laura Mvula)

Listed as Wretch 32 – Something (feat. Laura Mvula) (Growing Over Life) · Watch on YouTube

youtube_video yfroer1LoN8 · row yfroer1LoN8

LAION-DISCO-12M

Me and You (feat. Haydon)

Listed as Wretch 32 – Me and You (feat. Haydon) (Wretchrospective (Deluxe Edition)) · Watch on YouTube

youtube_video zUSmBufjfCI · row zUSmBufjfCI

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.