Yes. Too Short has 197 songs listed in a dataset used to train AI music models.

Used for training 197

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 Hard On The Boulevard, Sadity (feat. Kurupt & Daz), Shake Dem Haters

Listed under the artist name 197 songs in LAION-DISCO-12M

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

Hard On The Boulevard

Listed as Too $hort – Hard On The Boulevard (Short Dog's In The House) · Watch on YouTube

youtube_video -vUV8mqrseI · row -vUV8mqrseI

LAION-DISCO-12M

Sadity (feat. Kurupt & Daz)

Listed as Too $hort – Sadity (feat. Kurupt & Daz) (Blow The Whistle) · Watch on YouTube

youtube_video 12kSpmdLLMY · row 12kSpmdLLMY

LAION-DISCO-12M

Shake Dem Haters

Listed as Too Short Presents UGK, Layzie Bone, Koffee & Various Others – Shake Dem Haters (Nationwide 2 Ghetto Pass: The Compilation) · Watch on YouTube

youtube_video 1Wi5VhPUm-s · row 1Wi5VhPUm-s

LAION-DISCO-12M

Mack Attack

Listed as Too $hort – Mack Attack (Born To Mack) · Watch on YouTube

youtube_video 1tuO6lXEgz0 · row 1tuO6lXEgz0

LAION-DISCO-12M

Rhymes

Listed as Too $hort – Rhymes (Life Is...Too $hort) · Watch on YouTube

youtube_video 2xg-UeBfi0I · row 2xg-UeBfi0I

LAION-DISCO-12M

What Happened To The Groupies (feat. B-Legit)

Listed as Too $hort – What Happened To The Groupies (feat. B-Legit) (Can't Stay Away) · Watch on YouTube

youtube_video 3vzWAjUmNXw · row 3vzWAjUmNXw

LAION-DISCO-12M

Pimp Me

Listed as Too $hort – Pimp Me (Gettin' It (Album Number Ten)) · Watch on YouTube

youtube_video 4PIl4ozT4f4 · row 4PIl4ozT4f4

LAION-DISCO-12M

Never Talk Down (Radio/Video Version) (feat. Rappin' 4-Tay & MC Breed)

Listed as Too $hort – Never Talk Down (Radio/Video Version) (feat. Rappin' 4-Tay & MC Breed) (Gettin' It EP) · Watch on YouTube

youtube_video 6PSG2YANjXk · row 6PSG2YANjXk

LAION-DISCO-12M

Pimp the Ho

Listed as Too $hort – Pimp the Ho (Life Is...Too $hort) · Watch on YouTube

youtube_video 82zvPPNokGM · row 82zvPPNokGM

LAION-DISCO-12M

Bancroft

Listed as Too $hort – Bancroft (The Vault) · Watch on YouTube

youtube_video 8qKo1TIqAoQ · row 8qKo1TIqAoQ

LAION-DISCO-12M

Dump Truck (feat. Travis Porter & Young Chu)

Listed as E-40, Too $hort – Dump Truck (feat. Travis Porter & Young Chu) (History: Function Music) · Watch on YouTube

youtube_video Aqu23FPWUEk · row Aqu23FPWUEk

LAION-DISCO-12M

Me and Ya Momma (feat. Mike Epps)

Listed as Too $hort – Me and Ya Momma (feat. Mike Epps) (Me and Ya Momma (feat. Mike Epps)) · Watch on YouTube

youtube_video BDcbzDKk1n4 · row BDcbzDKk1n4

LAION-DISCO-12M

Never Talk Down (Radio/Video Version) (feat. Rappin' 4-Tay & MC Breed)

Listed as Too $hort – Never Talk Down (Radio/Video Version) (feat. Rappin' 4-Tay & MC Breed) (Gettin' It (Album Number Ten)) · Watch on YouTube

youtube_video CKi79eRT3TE · row CKi79eRT3TE

LAION-DISCO-12M

Mercy

Listed as Too $hort – Mercy (The Vault) · Watch on YouTube

youtube_video COdl-cHJNLY · row COdl-cHJNLY

LAION-DISCO-12M

Playa Fo Life (feat. Dom Kennedy & Beeda Weeda)

Listed as Too Short – Playa Fo Life (feat. Dom Kennedy & Beeda Weeda) (No Trespassing) · Watch on YouTube

youtube_video CWNctwBoviw · row CWNctwBoviw

LAION-DISCO-12M

Pimpology

Listed as Too $hort – Pimpology (Short Dog's In The House) · Watch on YouTube

youtube_video Gw56qsQMUc0 · row Gw56qsQMUc0

LAION-DISCO-12M

Coming Up $hort

Listed as Too $hort – Coming Up $hort (Cocktails) · Watch on YouTube

youtube_video L_ol4WNNspo · row L_ol4WNNspo

LAION-DISCO-12M

All About It (feat. Pimp C)

Listed as Too $hort – All About It (feat. Pimp C) (Side Hustles) · Watch on YouTube

youtube_video MSda3pQiREk · row MSda3pQiREk

LAION-DISCO-12M

Gotta Get Some Lovin'

Listed as Too $hort – Gotta Get Some Lovin' (Get In Where You Fit In) · Watch on YouTube

youtube_video MsWFIoxEtyo · row MsWFIoxEtyo

LAION-DISCO-12M

I'm A Stop (feat. 50 Cent, Twista & Devin The Dude)

Listed as Too Short – I'm A Stop (feat. 50 Cent, Twista & Devin The Dude) (No Trespassing) · Watch on YouTube

youtube_video MvuexQ8iRas · row MvuexQ8iRas

LAION-DISCO-12M

Fuk That

Listed as J Stalin, Too Short – Fuk That (Fuk That) · Watch on YouTube

youtube_video NCwLnPY6vrQ · row NCwLnPY6vrQ

LAION-DISCO-12M

Can't Stay Away

Listed as Too $hort – Can't Stay Away (Can't Stay Away) · Watch on YouTube

youtube_video OTk3x9CKnAs · row OTk3x9CKnAs

LAION-DISCO-12M

Don't Fight The Intro

Listed as Too $hort – Don't Fight The Intro (Get In Where You Fit In) · Watch on YouTube

youtube_video Oyy3p1shJaE · row Oyy3p1shJaE

LAION-DISCO-12M

No Love From Oakland

Listed as Too $hort – No Love From Oakland (Shorty The Pimp) · Watch on YouTube

youtube_video PuhSPoea_kU · row PuhSPoea_kU

LAION-DISCO-12M

Pancherellos (feat. Stresmatic)

Listed as E-40, Too $hort – Pancherellos (feat. Stresmatic) (History: Mob Music) · Watch on YouTube

youtube_video QMcqZWGQGqw · row QMcqZWGQGqw

LAION-DISCO-12M

Can't Take Her (feat. Ymtk)

Listed as Too $hort – Can't Take Her (feat. Ymtk) (The Sex Tape Playlist) · Watch on YouTube

youtube_video QNTpxKhctag · row QNTpxKhctag

LAION-DISCO-12M

Paystyle

Listed as Too $hort – Paystyle (Cocktails) · Watch on YouTube

youtube_video TnN1Vf0_e9U · row TnN1Vf0_e9U

LAION-DISCO-12M

Let My Nuts Go

Listed as Too Short Presents UGK, Layzie Bone, Koffee & Various Others – Let My Nuts Go (Nationwide 2 Ghetto Pass: The Compilation) · Watch on YouTube

youtube_video TvJPrRsdDoI · row TvJPrRsdDoI

LAION-DISCO-12M

Can I Get a Bitch (feat. Ant Banks)

Listed as Too $hort – Can I Get a Bitch (feat. Ant Banks) (Cocktails) · Watch on YouTube

youtube_video VB35My9B-R8 · row VB35My9B-R8

LAION-DISCO-12M

The Ghetto (Reprise)

Listed as Too $hort – The Ghetto (Reprise) (Short Dog's In The House) · Watch on YouTube

youtube_video X-AkBPPiFoE · row X-AkBPPiFoE

LAION-DISCO-12M

Keep Bouncin' (Street) ((Snoop Intro)) (feat. Snoop Dogg, will.i.am & Fergie)

Listed as Too $hort – Keep Bouncin' (Street) ((Snoop Intro)) (feat. Snoop Dogg, will.i.am & Fergie) (Blow The Whistle) · Watch on YouTube

youtube_video _k5MrBa98MA · row _k5MrBa98MA

LAION-DISCO-12M

Fuck Yo Speakers

Listed as Too $hort – Fuck Yo Speakers (Ain't Gone Do It / Terms and Conditions) · Watch on YouTube

youtube_video bZxKQnsaWy4 · row bZxKQnsaWy4

LAION-DISCO-12M

Fuck My Car

Listed as Too $hort – Fuck My Car (Gettin' It (Album Number Ten)) · Watch on YouTube

youtube_video cg6AhrVIbk0 · row cg6AhrVIbk0

LAION-DISCO-12M

Short Dog's In the House

Listed as Too $hort – Short Dog's In the House (Short Dog's In The House) · Watch on YouTube

youtube_video cvHdFIDZJoo · row cvHdFIDZJoo

LAION-DISCO-12M

I Like It (feat. Dolla Will)

Listed as Too $hort – I Like It (feat. Dolla Will) (Get Off The Stage) · Watch on YouTube

youtube_video eqmcPYXmo8w · row eqmcPYXmo8w

LAION-DISCO-12M

Money On The Floor (feat. E-40)

Listed as Too Short – Money On The Floor (feat. E-40) (No Trespassing) · Watch on YouTube

youtube_video ifkv7jJfAUs · row ifkv7jJfAUs

LAION-DISCO-12M

Something To Ride To (feat. Ant Banks, Pooh-Man & Mhisani)

Listed as Too $hort – Something To Ride To (feat. Ant Banks, Pooh-Man & Mhisani) (Shorty The Pimp) · Watch on YouTube

youtube_video jW-SI_eFKoU · row jW-SI_eFKoU

LAION-DISCO-12M

Punk Bitch

Listed as Too $hort – Punk Bitch (Short Dog's In The House) · Watch on YouTube

youtube_video k0ely5jHhtk · row k0ely5jHhtk

LAION-DISCO-12M

Just Another Day

Listed as Too $hort – Just Another Day (Get In Where You Fit In) · Watch on YouTube

youtube_video k3XdDLPcyjQ · row k3XdDLPcyjQ

LAION-DISCO-12M

Fire Fighter (feat. Knotch)

Listed as E-40, Too $hort – Fire Fighter (feat. Knotch) (History: Mob Music) · Watch on YouTube

youtube_video k_hjaOflV3Y · row k_hjaOflV3Y

LAION-DISCO-12M

I Luv (feat. Trick Daddy, Scarface & Daz)

Listed as Too $hort – I Luv (feat. Trick Daddy, Scarface & Daz) (Chase the Cat) · Watch on YouTube

youtube_video nnXyNAOeuOg · row nnXyNAOeuOg

LAION-DISCO-12M

HE CHOSE ME (feat. Ms. Hollywood)

Listed as Too Short & The Up All Nite Crew – HE CHOSE ME (feat. Ms. Hollywood) (Set Up Shop) · Watch on YouTube

youtube_video oe8IGx1c4f4 · row oe8IGx1c4f4

LAION-DISCO-12M

City of Dope

Listed as Too $hort – City of Dope (Life Is...Too $hort) · Watch on YouTube

youtube_video owltWC8bycc · row owltWC8bycc

LAION-DISCO-12M

I Ain't Trippin'

Listed as Too $hort – I Ain't Trippin' (The Essential Too $hort) · Watch on YouTube

youtube_video pmW2twbiAuk · row pmW2twbiAuk

LAION-DISCO-12M

Nasty Rhymes

Listed as Too $hort – Nasty Rhymes (Gettin' It (Album Number Ten)) · Watch on YouTube

youtube_video u3uap_EOX7s · row u3uap_EOX7s

LAION-DISCO-12M

My Word

Listed as Blac Chyna, Too $hort, Keak Da Sneak – My Word (My Word) · Watch on YouTube

youtube_video uIuEcgjKeXs · row uIuEcgjKeXs

LAION-DISCO-12M

F.U.C.K.Y.O.U. (feat. Mr. F.A.B., Ms. Hollywood & Ginger)

Listed as Too $hort – F.U.C.K.Y.O.U. (feat. Mr. F.A.B., Ms. Hollywood & Ginger) (Get Off The Stage) · Watch on YouTube

youtube_video vEBCoHnXobI · row vEBCoHnXobI

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It's Your Life

Listed as Too $hort – It's Your Life (Short Dog's In The House) · Watch on YouTube

youtube_video vNIZHjFeAhI · row vNIZHjFeAhI

LAION-DISCO-12M

Only the Strong Survive

Listed as Too $hort – Only the Strong Survive (Get In Where You Fit In) · Watch on YouTube

youtube_video xI0Hx_JuWIQ · row xI0Hx_JuWIQ

LAION-DISCO-12M

Step Daddy

Listed as Too $hort – Step Daddy (Shorty The Pimp) · Watch on YouTube

youtube_video ypRVUc-hX7o · row ypRVUc-hX7o

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.