Yes. Frank Zappa has 251 songs listed in a dataset used to train AI music models.

Used for training 251

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 What Ever Happened To All The Fun In The World, The Sheik Yerbouti Tango, Been To Kansas City In A Minor (Live)

Listed under the artist name 251 songs in LAION-DISCO-12M

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

What Ever Happened To All The Fun In The World

Listed as Frank Zappa – What Ever Happened To All The Fun In The World (Sheik Yerbouti) · Watch on YouTube

youtube_video 3Isx8PM3XDs · row 3Isx8PM3XDs

LAION-DISCO-12M

The Sheik Yerbouti Tango

Listed as Frank Zappa – The Sheik Yerbouti Tango (Sheik Yerbouti) · Watch on YouTube

youtube_video 3_uaKdGZ8Fo · row 3_uaKdGZ8Fo

LAION-DISCO-12M

Been To Kansas City In A Minor (Live)

Listed as Frank Zappa – Been To Kansas City In A Minor (Live) (Imaginary Diseases (Live)) · Watch on YouTube

youtube_video 4dXn9dpqvWc · row 4dXn9dpqvWc

LAION-DISCO-12M

Chunga's Revenge

Listed as Frank Zappa – Chunga's Revenge (Chunga's Revenge) · Watch on YouTube

youtube_video 6PrkP1_LBWA · row 6PrkP1_LBWA

LAION-DISCO-12M

Rubber Shirt

Listed as Frank Zappa – Rubber Shirt (Sheik Yerbouti) · Watch on YouTube

youtube_video 8B6ZucgnCgk · row 8B6ZucgnCgk

LAION-DISCO-12M

Take Your Clothes Off When You Dance

Listed as The Mothers Of Invention – Take Your Clothes Off When You Dance (We're Only In It For The Money) · Watch on YouTube

youtube_video 8tlLI8XQyBM · row 8tlLI8XQyBM

LAION-DISCO-12M

Titties & Beer

Listed as Frank Zappa – Titties & Beer (Baby Snakes) · Watch on YouTube

youtube_video 9KJ3DOftdhI · row 9KJ3DOftdhI

LAION-DISCO-12M

How Could I Be Such A Fool

Listed as The Mothers of Invention – How Could I Be Such A Fool (Freak Out!) · Watch on YouTube

youtube_video A6ykp11PRh0 · row A6ykp11PRh0

LAION-DISCO-12M

Echidna's Arf (Of You) (Live At The Roxy, Hollywood/1973)

Listed as Frank Zappa, The Mothers – Echidna's Arf (Of You) (Live At The Roxy, Hollywood/1973) (Roxy & Elsewhere) · Watch on YouTube

youtube_video Bb5AKjDlDxo · row Bb5AKjDlDxo

LAION-DISCO-12M

Outside Now

Listed as Frank Zappa – Outside Now (Joe's Garage Acts I, II & III) · Watch on YouTube

youtube_video CPGSrM2g9o0 · row CPGSrM2g9o0

LAION-DISCO-12M

Wonderful Wino

Listed as Frank Zappa – Wonderful Wino (Zoot Allures) · Watch on YouTube

youtube_video CVEvGMQ2tEI · row CVEvGMQ2tEI

LAION-DISCO-12M

Sharleena

Listed as Frank Zappa – Sharleena (Chunga's Revenge) · Watch on YouTube

youtube_video FYdXPo7LmEc · row FYdXPo7LmEc

LAION-DISCO-12M

Sexual Harassment In The Workplace

Listed as Frank Zappa – Sexual Harassment In The Workplace (Guitar) · Watch on YouTube

youtube_video FxVk6NYYAKg · row FxVk6NYYAKg

LAION-DISCO-12M

A Little Green Rosetta

Listed as Frank Zappa – A Little Green Rosetta (Joe's Garage Acts I, II & III) · Watch on YouTube

youtube_video G1qfvAcXALw · row G1qfvAcXALw

LAION-DISCO-12M

D.C. Boogie (Live)

Listed as Frank Zappa – D.C. Boogie (Live) (Imaginary Diseases (Live)) · Watch on YouTube

youtube_video GmgF0SLKDA0 · row GmgF0SLKDA0

LAION-DISCO-12M

Flower Punk

Listed as The Mothers Of Invention – Flower Punk (We're Only In It For The Money) · Watch on YouTube

youtube_video HQfZmMI87P4 · row HQfZmMI87P4

LAION-DISCO-12M

Ms. Pinky

Listed as Frank Zappa – Ms. Pinky (Zoot Allures) · Watch on YouTube

youtube_video JiTw1Ji9-cY · row JiTw1Ji9-cY

LAION-DISCO-12M

It Just Might Be A One-Shot Deal

Listed as Frank Zappa – It Just Might Be A One-Shot Deal (Waka/Jawaka) · Watch on YouTube

youtube_video KpjJuxk2DiQ · row KpjJuxk2DiQ

LAION-DISCO-12M

Motherly Love

Listed as The Mothers of Invention – Motherly Love (Freak Out!) · Watch on YouTube

youtube_video M2GbppadtXk · row M2GbppadtXk

LAION-DISCO-12M

Five-Five-Five

Listed as Frank Zappa – Five-Five-Five (Shut Up And Play Yer Guitar) · Watch on YouTube

youtube_video N7TWtcpO1zE · row N7TWtcpO1zE

LAION-DISCO-12M

Tryin' To Grow A Chin

Listed as Frank Zappa – Tryin' To Grow A Chin (Sheik Yerbouti) · Watch on YouTube

youtube_video Pfx799mfD-A · row Pfx799mfD-A

LAION-DISCO-12M

Lemme Take You To The Beach

Listed as Frank Zappa – Lemme Take You To The Beach (Studio Tan) · Watch on YouTube

youtube_video QJPiHcOO0Hc · row QJPiHcOO0Hc

LAION-DISCO-12M

Goblin Girl

Listed as Frank Zappa – Goblin Girl (You Are What You Is) · Watch on YouTube

youtube_video RGX-C6-q10g · row RGX-C6-q10g

LAION-DISCO-12M

The Ocean Is The Ultimate Solution

Listed as Frank Zappa – The Ocean Is The Ultimate Solution (Sleep Dirt) · Watch on YouTube

youtube_video Uo5oxU7Nfv4 · row Uo5oxU7Nfv4

LAION-DISCO-12M

Wowie Zowie

Listed as The Mothers of Invention – Wowie Zowie (Freak Out!) · Watch on YouTube

youtube_video Vqwftt6hxko · row Vqwftt6hxko

LAION-DISCO-12M

You Didn't Try To Call Me

Listed as The Mothers of Invention – You Didn't Try To Call Me (Freak Out!) · Watch on YouTube

youtube_video WVdWpwHb-Uc · row WVdWpwHb-Uc

LAION-DISCO-12M

Dumb All Over

Listed as Frank Zappa – Dumb All Over (You Are What You Is) · Watch on YouTube

youtube_video Y8TKiRo-W4U · row Y8TKiRo-W4U

LAION-DISCO-12M

Absolutely Free

Listed as The Mothers Of Invention – Absolutely Free (We're Only In It For The Money) · Watch on YouTube

youtube_video Ya53GY8vYgU · row Ya53GY8vYgU

LAION-DISCO-12M

Harder Than Your Husband

Listed as Frank Zappa – Harder Than Your Husband (You Are What You Is) · Watch on YouTube

youtube_video aG4nfBMcH5Y · row aG4nfBMcH5Y

LAION-DISCO-12M

Doreen

Listed as Frank Zappa – Doreen (You Are What You Is) · Watch on YouTube

youtube_video aaJiVDFVgcw · row aaJiVDFVgcw

LAION-DISCO-12M

Concentration Moon

Listed as The Mothers Of Invention – Concentration Moon (We're Only In It For The Money) · Watch on YouTube

youtube_video b-17PvW30eQ · row b-17PvW30eQ

LAION-DISCO-12M

Plastic People

Listed as Frank Zappa, The Mothers Of Invention – Plastic People (Absolutely Free) · Watch on YouTube

youtube_video bjw1ec_arf4 · row bjw1ec_arf4

LAION-DISCO-12M

Transylvania Boogie

Listed as Frank Zappa – Transylvania Boogie (Chunga's Revenge) · Watch on YouTube

youtube_video cljoFxMP2E4 · row cljoFxMP2E4

LAION-DISCO-12M

Road Ladies

Listed as Frank Zappa – Road Ladies (Chunga's Revenge) · Watch on YouTube

youtube_video dFjAUbeEqAo · row dFjAUbeEqAo

LAION-DISCO-12M

Cletus Awreetus-Awrightus

Listed as Frank Zappa – Cletus Awreetus-Awrightus (The Grand Wazoo) · Watch on YouTube

youtube_video eGDNqZjsCMM · row eGDNqZjsCMM

LAION-DISCO-12M

Penguin In Bondage (Live/1974)

Listed as Frank Zappa, The Mothers – Penguin In Bondage (Live/1974) (Roxy & Elsewhere) · Watch on YouTube

youtube_video euDFNiEUSXk · row euDFNiEUSXk

LAION-DISCO-12M

Shut Up 'N Play Yer Guitar

Listed as Frank Zappa – Shut Up 'N Play Yer Guitar (Shut Up And Play Yer Guitar) · Watch on YouTube

youtube_video fKMk6fcKbwE · row fKMk6fcKbwE

LAION-DISCO-12M

Are You Hung Up?

Listed as The Mothers Of Invention – Are You Hung Up? (We're Only In It For The Money) · Watch on YouTube

youtube_video hnKX4H_fP3Q · row hnKX4H_fP3Q

LAION-DISCO-12M

The Black Page #1

Listed as Frank Zappa – The Black Page #1 (LÄTHER) · Watch on YouTube

youtube_video ibFovXcxIno · row ibFovXcxIno

LAION-DISCO-12M

What's The Ugliest Part Of Your Body?

Listed as The Mothers Of Invention – What's The Ugliest Part Of Your Body? (We're Only In It For The Money) · Watch on YouTube

youtube_video lPOHOtQ8Qw0 · row lPOHOtQ8Qw0

LAION-DISCO-12M

Teen-age Wind

Listed as Frank Zappa – Teen-age Wind (You Are What You Is) · Watch on YouTube

youtube_video nHevOgxqGQo · row nHevOgxqGQo

LAION-DISCO-12M

He Used To Cut The Grass

Listed as Frank Zappa – He Used To Cut The Grass (Joe's Garage Acts I, II & III) · Watch on YouTube

youtube_video o5i-ERVrCU8 · row o5i-ERVrCU8

LAION-DISCO-12M

Dong Work For Yuda

Listed as Frank Zappa – Dong Work For Yuda (Joe's Garage Acts I, II & III) · Watch on YouTube

youtube_video pL5usTutJgU · row pL5usTutJgU

LAION-DISCO-12M

Dog Breath, In The Year Of The Plague

Listed as Frank Zappa – Dog Breath, In The Year Of The Plague (Uncle Meat) · Watch on YouTube

youtube_video qkk6zTscrKA · row qkk6zTscrKA

LAION-DISCO-12M

Filthy Habits

Listed as Frank Zappa – Filthy Habits (Sleep Dirt) · Watch on YouTube

youtube_video sJaXsQ9MAHM · row sJaXsQ9MAHM

LAION-DISCO-12M

Twenty Small Cigars

Listed as Frank Zappa – Twenty Small Cigars (Chunga's Revenge) · Watch on YouTube

youtube_video sOI7P2UCArM · row sOI7P2UCArM

LAION-DISCO-12M

The Illinois Enema Bandit

Listed as Frank Zappa – The Illinois Enema Bandit (Zappa In New York (Live)) · Watch on YouTube

youtube_video sRqlQgOnQaA · row sRqlQgOnQaA

LAION-DISCO-12M

Let's Make The Water Turn Black

Listed as The Mothers Of Invention – Let's Make The Water Turn Black (We're Only In It For The Money) · Watch on YouTube

youtube_video s_x2O50MefU · row s_x2O50MefU

LAION-DISCO-12M

St. Etienne

Listed as Frank Zappa – St. Etienne (Jazz From Hell) · Watch on YouTube

youtube_video uhe7XCYGY_g · row uhe7XCYGY_g

LAION-DISCO-12M

Directly From My Heart To You (Unedited Master)

Listed as Frank Zappa – Directly From My Heart To You (Unedited Master) (The Hot Rats Sessions) · Watch on YouTube

youtube_video w_X5jv0piEo · row w_X5jv0piEo

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.