Yes. Ham Sandwich has 145 songs listed in a dataset used to train AI music models.

Used for training 145

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 YOUR DAD LOOK LIKE AN ABRA, SPUNCH BOB (FLIP THAT), the wanderer

Listed under the artist name 145 songs in LAION-DISCO-12M

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

YOUR DAD LOOK LIKE AN ABRA

Listed as Ham Sandwich – YOUR DAD LOOK LIKE AN ABRA (YOUR DAD LOOK LIKE AN ABRA) · Watch on YouTube

youtube_video 1lpV9mnxKgo · row 1lpV9mnxKgo

LAION-DISCO-12M

SPUNCH BOB (FLIP THAT)

Listed as Ham Sandwich – SPUNCH BOB (FLIP THAT) (SPUNCH BOB (FLIP THAT)) · Watch on YouTube

youtube_video 1nGmRWhfJT0 · row 1nGmRWhfJT0

LAION-DISCO-12M

the wanderer

Listed as Ham Sandwich – the wanderer (RONIN.) · Watch on YouTube

youtube_video 2B_kHnaaZgg · row 2B_kHnaaZgg

LAION-DISCO-12M

JIRACHI (feat. HyperFang)

Listed as Ham Sandwich – JIRACHI (feat. HyperFang) (Origins) · Watch on YouTube

youtube_video 2JWDVwExsVE · row 2JWDVwExsVE

LAION-DISCO-12M

LIGHTS OUT (EGO PT. 2)

Listed as Ham Sandwich – LIGHTS OUT (EGO PT. 2) (ANATOMY II) · Watch on YouTube

youtube_video 2m654Yjp1G8 · row 2m654Yjp1G8

LAION-DISCO-12M

OH SHIT!

Listed as Ham Sandwich – OH SHIT! (YESSIR 2!! and The Perilous Descent Into DISTORTIONWORLD) · Watch on YouTube

youtube_video 8-KOdgjWYyc · row 8-KOdgjWYyc

LAION-DISCO-12M

MAD DOG FREESTYLE! (feat. Mir Blackwell)

Listed as Ham Sandwich – MAD DOG FREESTYLE! (feat. Mir Blackwell) (MAD DOG FREESTYLE!) · Watch on YouTube

youtube_video 8_rdRDs3xcg · row 8_rdRDs3xcg

LAION-DISCO-12M

TRUTH BULLETS!

Listed as Ham Sandwich – TRUTH BULLETS! (Yessir!) · Watch on YouTube

youtube_video Ajw6X4yHmP4 · row Ajw6X4yHmP4

LAION-DISCO-12M

GAME OVER (OUTRO? INTRO?) (feat. isthatfr0st)

Listed as Ham Sandwich – GAME OVER (OUTRO? INTRO?) (feat. isthatfr0st) (YESSIR 2!! and The Perilous Descent Into DISTORTIONWORLD) · Watch on YouTube

youtube_video B1Dy7xgjLBQ · row B1Dy7xgjLBQ

LAION-DISCO-12M

Sons of Paradis (feat. Delta Deez)

Listed as Ham Sandwich – Sons of Paradis (feat. Delta Deez) (Sons of Paradis) · Watch on YouTube

youtube_video BmCNp4OdQpY · row BmCNp4OdQpY

LAION-DISCO-12M

pressure!

Listed as Ham Sandwich – pressure! (anatomy) · Watch on YouTube

youtube_video CCTOyQbA-Jw · row CCTOyQbA-Jw

LAION-DISCO-12M

fast lane!

Listed as Ham Sandwich – fast lane! (anatomy) · Watch on YouTube

youtube_video FEGd355vBgQ · row FEGd355vBgQ

LAION-DISCO-12M

I'LL ADMIT

Listed as Ham Sandwich – I'LL ADMIT (ANATOMY II) · Watch on YouTube

youtube_video GK2GO2BMCic · row GK2GO2BMCic

LAION-DISCO-12M

HEY, HEY! (feat. Breeton Boi)

Listed as Ham Sandwich – HEY, HEY! (feat. Breeton Boi) (HEY, HEY!) · Watch on YouTube

youtube_video HTUWzKDMGYc · row HTUWzKDMGYc

LAION-DISCO-12M

KYLE RITTENHOUSE FREESTYLE (Interlude)

Listed as Ham Sandwich – KYLE RITTENHOUSE FREESTYLE (Interlude) (YESSIR 2!! and The Perilous Descent Into DISTORTIONWORLD) · Watch on YouTube

youtube_video KtMV7LRKKPA · row KtMV7LRKKPA

LAION-DISCO-12M

VENUS

Listed as Ham Sandwich – VENUS (ANATOMY II) · Watch on YouTube

youtube_video L3kq9W4uHWg · row L3kq9W4uHWg

LAION-DISCO-12M

ANTI-BOOMER MUSIC (feat. Rusty Fawkes, Neekolul & CyberStephanie)

Listed as Louverture, Bsterthegawd, Ham Sandwich – ANTI-BOOMER MUSIC (feat. Rusty Fawkes, Neekolul & CyberStephanie) (ANTI-BOOMER MUSIC) · Watch on YouTube

youtube_video ME9go7CKiAw · row ME9go7CKiAw

LAION-DISCO-12M

WE GON BE OKAY! / HEAL YOU!

Listed as Ham Sandwich – WE GON BE OKAY! / HEAL YOU! (ANATOMY II) · Watch on YouTube

youtube_video Ni5TjcTUX-Q · row Ni5TjcTUX-Q

LAION-DISCO-12M

XIANGLING! / ZHONGLI!

Listed as Ham Sandwich – XIANGLING! / ZHONGLI! (XIANGLING! / ZHONGLI!) · Watch on YouTube

youtube_video OvDfTs3YE0o · row OvDfTs3YE0o

LAION-DISCO-12M

ASMR

Listed as Ham Sandwich – ASMR (ASMR) · Watch on YouTube

youtube_video PzqWQ__zIpc · row PzqWQ__zIpc

LAION-DISCO-12M

distant

Listed as Ham Sandwich – distant (anatomy) · Watch on YouTube

youtube_video VrlwpXTlinY · row VrlwpXTlinY

LAION-DISCO-12M

RAIN DASH BUCKET! (feat. Aerial Ace, Chubbz & Mir Blackwell)

Listed as Ham Sandwich – RAIN DASH BUCKET! (feat. Aerial Ace, Chubbz & Mir Blackwell) (Yessir!) · Watch on YouTube

youtube_video Vuh6BVy7Bso · row Vuh6BVy7Bso

LAION-DISCO-12M

hold me down!

Listed as Ham Sandwich – hold me down! (hold me down!) · Watch on YouTube

youtube_video WLwP486BXFU · row WLwP486BXFU

LAION-DISCO-12M

YESSIR!

Listed as Ham Sandwich – YESSIR! (Yessir!) · Watch on YouTube

youtube_video YAxYHkuEp1A · row YAxYHkuEp1A

LAION-DISCO-12M

FIRELIGHTS

Listed as Ham Sandwich – FIRELIGHTS (FIRELIGHTS) · Watch on YouTube

youtube_video ahviffeB0Eg · row ahviffeB0Eg

LAION-DISCO-12M

WHO'S NEXT?? (feat. Mir Blackwell)

Listed as Ham Sandwich – WHO'S NEXT?? (feat. Mir Blackwell) (Yessir!) · Watch on YouTube

youtube_video bO0AYrFAiuE · row bO0AYrFAiuE

LAION-DISCO-12M

EGO

Listed as Ham Sandwich – EGO (ANATOMY II) · Watch on YouTube

youtube_video d6X0FZxRTJk · row d6X0FZxRTJk

LAION-DISCO-12M

WRAITH

Listed as Ham Sandwich – WRAITH (ANATOMY II) · Watch on YouTube

youtube_video dTjUYkbWrMI · row dTjUYkbWrMI

LAION-DISCO-12M

INCINERATE!

Listed as Ham Sandwich – INCINERATE! (INCINERATE!) · Watch on YouTube

youtube_video edvVC8wiAW8 · row edvVC8wiAW8

LAION-DISCO-12M

KEEP IT BRIEF! (feat. yayu)

Listed as Ham Sandwich – KEEP IT BRIEF! (feat. yayu) (KEEP IT BRIEF!) · Watch on YouTube

youtube_video er25lMvV1TE · row er25lMvV1TE

LAION-DISCO-12M

SLEEP PARALYSIS (feat. Louverture)

Listed as Ham Sandwich – SLEEP PARALYSIS (feat. Louverture) (SLEEP PARALYSIS) · Watch on YouTube

youtube_video heN8tNffOYw · row heN8tNffOYw

LAION-DISCO-12M

CUBE UP! (feat. 954mari & Drip$tick)

Listed as Ham Sandwich – CUBE UP! (feat. 954mari & Drip$tick) (Yessir!) · Watch on YouTube

youtube_video hyQ-NL6OCKw · row hyQ-NL6OCKw

LAION-DISCO-12M

LIFE

Listed as Ham Sandwich – LIFE (ANATOMY II) · Watch on YouTube

youtube_video i73o_aAHzc4 · row i73o_aAHzc4

LAION-DISCO-12M

RUN IT BACK! (feat. Aerial Ace)

Listed as Ham Sandwich – RUN IT BACK! (feat. Aerial Ace) (RUN IT BACK!) · Watch on YouTube

youtube_video l8p4sbBxYKs · row l8p4sbBxYKs

LAION-DISCO-12M

HUSH (feat. DizzyEight)

Listed as Shirobeats, Ham Sandwich, Louverture – HUSH (feat. DizzyEight) (HUSH) · Watch on YouTube

youtube_video lLAeh5FvtVo · row lLAeh5FvtVo

LAION-DISCO-12M

uncut diamonds!

Listed as Ham Sandwich – uncut diamonds! (uncut diamonds!) · Watch on YouTube

youtube_video pRGRneQ636s · row pRGRneQ636s

LAION-DISCO-12M

BANK ACCOUNT! (feat. Breeton Boi)

Listed as Ham Sandwich – BANK ACCOUNT! (feat. Breeton Boi) (BANK ACCOUNT!) · Watch on YouTube

youtube_video qsaUqMAWApY · row qsaUqMAWApY

LAION-DISCO-12M

don't talk about it!

Listed as Ham Sandwich – don't talk about it! (anatomy) · Watch on YouTube

youtube_video rj9XVEUnhRw · row rj9XVEUnhRw

LAION-DISCO-12M

beautiful

Listed as Ham Sandwich – beautiful (RONIN.) · Watch on YouTube

youtube_video t0NOH789Q2c · row t0NOH789Q2c

LAION-DISCO-12M

AKUDAMA!

Listed as Ham Sandwich – AKUDAMA! (AKUDAMA!) · Watch on YouTube

youtube_video tfZPIByqPQI · row tfZPIByqPQI

LAION-DISCO-12M

THE TWILIGHT ZONE (feat. FrivolousShara)

Listed as Ham Sandwich – THE TWILIGHT ZONE (feat. FrivolousShara) (THE TWILIGHT ZONE) · Watch on YouTube

youtube_video tp6yIpKw3y8 · row tp6yIpKw3y8

LAION-DISCO-12M

I HAVE A GUN

Listed as Ham Sandwich – I HAVE A GUN (Yessir!) · Watch on YouTube

youtube_video vF8AKXRCBdI · row vF8AKXRCBdI

LAION-DISCO-12M

i don't even know your name

Listed as Ham Sandwich – i don't even know your name (i don't even know your name) · Watch on YouTube

youtube_video x3wvJQHGtRc · row x3wvJQHGtRc

LAION-DISCO-12M

I TOOK 30 PERCS AND DIED INSTANTANEOUSLY (Skit) (feat. True Evil Villain)

Listed as Ham Sandwich – I TOOK 30 PERCS AND DIED INSTANTANEOUSLY (Skit) (feat. True Evil Villain) (YESSIR 2!! and The Perilous Descent Into DISTORTIONWORLD) · Watch on YouTube

youtube_video x7C7YCCnvik · row x7C7YCCnvik

LAION-DISCO-12M

CHARIOT!

Listed as Ham Sandwich – CHARIOT! (CHARIOT!) · Watch on YouTube

youtube_video zQyAQu-NzJc · row zQyAQu-NzJc

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.