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 Gangstas & Strippers, Choosin' (feat. Jagged Edge & Jazze Phá), Ain't Nothing Like Pimpin'

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.

Gangstas & Strippers

Listed as Too $hort – Gangstas & Strippers (Get Off The Stage) · Watch on YouTube

youtube_video -gBTa6N1KTk · row -gBTa6N1KTk

LAION-DISCO-12M

Choosin' (feat. Jagged Edge & Jazze Phá)

Listed as Too $hort – Choosin' (feat. Jagged Edge & Jazze Phá) (Married To The Game) · Watch on YouTube

youtube_video -wgwMFHOsCg · row -wgwMFHOsCg

LAION-DISCO-12M

Ain't Nothing Like Pimpin'

Listed as Too $hort – Ain't Nothing Like Pimpin' (Cocktails) · Watch on YouTube

youtube_video 0kcmaqLPuqc · row 0kcmaqLPuqc

LAION-DISCO-12M

Money Maker (feat. Pimp C & Rick Ross)

Listed as Too $hort – Money Maker (feat. Pimp C & Rick Ross) (Blow The Whistle) · Watch on YouTube

youtube_video 0t7JYgzwKHo · row 0t7JYgzwKHo

LAION-DISCO-12M

Get In Where You Fit In

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

youtube_video 1eOe-p4U0SQ · row 1eOe-p4U0SQ

LAION-DISCO-12M

Slide Through (feat. Tyga)

Listed as E-40, Too $hort – Slide Through (feat. Tyga) (History: Function Music) · Watch on YouTube

youtube_video 3NizTLxLNME · row 3NizTLxLNME

LAION-DISCO-12M

Cocktales

Listed as Too $hort – Cocktales (The Mack of the Century...Too $hort's Greatest Hits) · Watch on YouTube

youtube_video 6Y7eIn_sHrk · row 6Y7eIn_sHrk

LAION-DISCO-12M

Burn Rubber Pt. 2

Listed as Too $hort – Burn Rubber Pt. 2 (Blow The Whistle) · Watch on YouTube

youtube_video 7ANknS8Cwqc · row 7ANknS8Cwqc

LAION-DISCO-12M

Players Holiday (feat. T.W.D.Y.)

Listed as Too Short – Players Holiday (feat. T.W.D.Y.) (Top Doggs) · Watch on YouTube

youtube_video 8VeYRZS-OYI · row 8VeYRZS-OYI

LAION-DISCO-12M

Cocktales

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

youtube_video AK7u3K0nEqs · row AK7u3K0nEqs

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Money in the Ghetto

Listed as Too $hort – Money in the Ghetto (Get In Where You Fit In) · Watch on YouTube

youtube_video AvBjzuc_vXU · row AvBjzuc_vXU

LAION-DISCO-12M

Blowjob Betty

Listed as Too $hort – Blowjob Betty (Get In Where You Fit In) · Watch on YouTube

youtube_video BVWLzhPjZP0 · row BVWLzhPjZP0

LAION-DISCO-12M

Life Is ...Too $hort

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

youtube_video CvfUUOO0xoM · row CvfUUOO0xoM

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Buy You Some (feat. Erick Sermon, MC Breed & Kool-Ace)

Listed as Too $hort – Buy You Some (feat. Erick Sermon, MC Breed & Kool-Ace) (Gettin' It (Album Number Ten)) · Watch on YouTube

youtube_video GunGHVuztJA · row GunGHVuztJA

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Way Too Real

Listed as Too $hort – Way Too Real (Get In Where You Fit In) · Watch on YouTube

youtube_video Hu8N23cgBJw · row Hu8N23cgBJw

LAION-DISCO-12M

Ain't Nothin' but a Word to Me (feat. Ice Cube)

Listed as Too $hort – Ain't Nothin' but a Word to Me (feat. Ice Cube) (Short Dog's In The House) · Watch on YouTube

youtube_video I7RB4zNGTrA · row I7RB4zNGTrA

LAION-DISCO-12M

This Shit Pound (feat. Stresmatic)

Listed as E-40, Too $hort – This Shit Pound (feat. Stresmatic) (History: Function Music) · Watch on YouTube

youtube_video II3dDa6_lpI · row II3dDa6_lpI

LAION-DISCO-12M

I Ain't Trippin' (Extended Remix)

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

youtube_video JCxZgjb1kcc · row JCxZgjb1kcc

LAION-DISCO-12M

CussWords

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

youtube_video JXDbt40AWJM · row JXDbt40AWJM

LAION-DISCO-12M

Nobody Does It Better

Listed as Too $hort – Nobody Does It Better (Life Is...Too $hort) · Watch on YouTube

youtube_video M6WJzEoB76A · row M6WJzEoB76A

LAION-DISCO-12M

Ain't Gone Do It

Listed as Too $hort, E-40 – Ain't Gone Do It (Ain't Gone Do It / Terms and Conditions) · Watch on YouTube

youtube_video MI7TLV015iE · row MI7TLV015iE

LAION-DISCO-12M

Cali

Listed as E-40, Too $hort – Cali (History: Function Music) · Watch on YouTube

youtube_video MejFEOiSiQc · row MejFEOiSiQc

LAION-DISCO-12M

Don't Fight the Feelin' (feat. Rappin' 4-Tay)

Listed as Too $hort – Don't Fight the Feelin' (feat. Rappin' 4-Tay) (Life Is...Too $hort) · Watch on YouTube

youtube_video MfSYngzHOsY · row MfSYngzHOsY

LAION-DISCO-12M

Burn Rubber

Listed as Too $hort – Burn Rubber (Married To The Game) · Watch on YouTube

youtube_video OL1KoKJpKRc · row OL1KoKJpKRc

LAION-DISCO-12M

Dope Fiend Beat

Listed as Too $hort – Dope Fiend Beat (Born To Mack) · Watch on YouTube

youtube_video OrUfz0AhQP0 · row OrUfz0AhQP0

LAION-DISCO-12M

Top Down

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

youtube_video PTSPd5bEQKs · row PTSPd5bEQKs

LAION-DISCO-12M

Real Oakland

Listed as Too $hort, Reg Black – Real Oakland (Ain't Gone Do It / Terms and Conditions) · Watch on YouTube

youtube_video PqU4fRpFK5k · row PqU4fRpFK5k

LAION-DISCO-12M

The Game Taught Me

Listed as Too $hort – The Game Taught Me (The Pimp Tape) · Watch on YouTube

youtube_video S3y88eu6t7U · row S3y88eu6t7U

LAION-DISCO-12M

Bad Ways

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

youtube_video V0aESbMmdvM · row V0aESbMmdvM

LAION-DISCO-12M

Ain't My Girlfriend (feat. Ty Dolla $ign, French Montana, Joyner Lucas & Jeremih)

Listed as Too $hort – Ain't My Girlfriend (feat. Ty Dolla $ign, French Montana, Joyner Lucas & Jeremih) (Ain't My Girlfriend (feat. Ty Dolla $ign, French Montana, Joyner Lucas, and Jeremih)) · Watch on YouTube

youtube_video XFSVa4p5lOk · row XFSVa4p5lOk

LAION-DISCO-12M

Short but Funky

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

youtube_video Y0VCd1y5D8A · row Y0VCd1y5D8A

LAION-DISCO-12M

It's Time To Go

Listed as Too $hort – It's Time To Go (Blow The Whistle) · Watch on YouTube

youtube_video YHSmg8VTUo0 · row YHSmg8VTUo0

LAION-DISCO-12M

Bout My Money (feat. Jeremih & Turf Talk)

Listed as E-40, Too $hort – Bout My Money (feat. Jeremih & Turf Talk) (History: Function & Mob Music) · Watch on YouTube

youtube_video YL7NgWnyvFk · row YL7NgWnyvFk

LAION-DISCO-12M

Freaky Tales

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

youtube_video YwVJTvOO4yY · row YwVJTvOO4yY

LAION-DISCO-12M

Survivin' the Game

Listed as Too $hort – Survivin' the Game (Gettin' It (Album Number Ten)) · Watch on YouTube

youtube_video aUTDjiGnsho · row aUTDjiGnsho

LAION-DISCO-12M

That's Why

Listed as Too $hort – That's Why (Gettin' It (Album Number Ten)) · Watch on YouTube

youtube_video bF4e23S-qJ0 · row bF4e23S-qJ0

LAION-DISCO-12M

We Do This (feat. 2Pac, MC Breed & Father Dom)

Listed as Too $hort – We Do This (feat. 2Pac, MC Breed & Father Dom) (Cocktails) · Watch on YouTube

youtube_video eQmLSh-uPY0 · row eQmLSh-uPY0

LAION-DISCO-12M

Say I (feat. Wiz Khalifa)

Listed as E-40, Too $hort – Say I (feat. Wiz Khalifa) (History: Function Music) · Watch on YouTube

youtube_video hlPS6WoXn-E · row hlPS6WoXn-E

LAION-DISCO-12M

Only Dimes (feat. G-Eazy & The-Dream)

Listed as Too $hort – Only Dimes (feat. G-Eazy & The-Dream) (The Pimp Tape) · Watch on YouTube

youtube_video iEenU1qfjZI · row iEenU1qfjZI

LAION-DISCO-12M

Call Her A Bitch

Listed as Too $hort – Call Her A Bitch (Blow The Whistle) · Watch on YouTube

youtube_video kBZunX8AErI · row kBZunX8AErI

LAION-DISCO-12M

It's Alright (feat. UGK (Underground Kingz))

Listed as Too $hort – It's Alright (feat. UGK (Underground Kingz)) (Dangerous Ground - Music From the Original Motion Picture Soundtrack) · Watch on YouTube

youtube_video kz4QdwQhWL4 · row kz4QdwQhWL4

LAION-DISCO-12M

You Came to Party

Listed as Too $hort, Meter Mobb – You Came to Party (Silicon Valley (Music from the HBO Original Series)) · Watch on YouTube

youtube_video lea5K67ovPU · row lea5K67ovPU

LAION-DISCO-12M

So You Want to Be a Gangster

Listed as Too $hort – So You Want to Be a Gangster (Shorty The Pimp) · Watch on YouTube

youtube_video mHFU7c9bR7k · row mHFU7c9bR7k

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What She Gonna Do?

Listed as Too $hort – What She Gonna Do? (Married To The Game) · Watch on YouTube

youtube_video mdDO7xxP2A8 · row mdDO7xxP2A8

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Oakland

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

youtube_video raqQ-y3YY1g · row raqQ-y3YY1g

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Nasty Dance

Listed as Too $hort – Nasty Dance (Nasty Dance) · Watch on YouTube

youtube_video snDv47WZYqE · row snDv47WZYqE

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In the Trunk

Listed as Too $hort – In the Trunk (Shorty The Pimp) · Watch on YouTube

youtube_video tf8DOOXVRZM · row tf8DOOXVRZM

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Balance

Listed as Too $hort – Balance (The Sex Tape Playlist) · Watch on YouTube

youtube_video tsVOwd_2HqE · row tsVOwd_2HqE

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GIVE ME A BEAT!

Listed as LaRussell, Too $hort, P-Lo – GIVE ME A BEAT! (GIVE ME A BEAT!) · Watch on YouTube

youtube_video vfCn4efruR8 · row vfCn4efruR8

LAION-DISCO-12M

I Ain't Trippin'

Listed as Too $hort – I Ain't Trippin' (Life Is...Too $hort) · Watch on YouTube

youtube_video xm7qzSvt8rU · row xm7qzSvt8rU

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.