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 Aybe Sea, Tears Began To Fall (Live At Fillmore East, June 1971), Road Ladies (Alternate Mix)

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.

Aybe Sea

Listed as Frank Zappa, The Mothers Of Invention – Aybe Sea (Burnt Weeny Sandwich) · Watch on YouTube

youtube_video -qsWyqOgSLA · row -qsWyqOgSLA

LAION-DISCO-12M

Tears Began To Fall (Live At Fillmore East, June 1971)

Listed as Frank Zappa, The Mothers – Tears Began To Fall (Live At Fillmore East, June 1971) (Fillmore East - June 1971) · Watch on YouTube

youtube_video 05Cd2o7XzhE · row 05Cd2o7XzhE

LAION-DISCO-12M

Road Ladies (Alternate Mix)

Listed as Frank Zappa, The Mothers, Jeff Simmons – Road Ladies (Alternate Mix) (200 Motels: 50th Anniversary) · Watch on YouTube

youtube_video 13N7Jw4Gqw8 · row 13N7Jw4Gqw8

LAION-DISCO-12M

Call Any Vegetable (Live At Pauley Pavilion, UCLA, Los Angeles, 1971)

Listed as Frank Zappa, The Mothers – Call Any Vegetable (Live At Pauley Pavilion, UCLA, Los Angeles, 1971) (Just Another Band From L.A. (Live At Pauley Pavilion, UCLA, Los Angeles / 1971)) · Watch on YouTube

youtube_video 1BAu059IMYw · row 1BAu059IMYw

LAION-DISCO-12M

Scrutinizer Postlude

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

youtube_video 2GOs1FBsauQ · row 2GOs1FBsauQ

LAION-DISCO-12M

Peaches En Regalia (Live At Fillmore East, June 5, 1971)

Listed as Frank Zappa, The Mothers – Peaches En Regalia (Live At Fillmore East, June 5, 1971) (The Mothers 1971) · Watch on YouTube

youtube_video 4Fbom8YRsh0 · row 4Fbom8YRsh0

LAION-DISCO-12M

Uncle Meat: Main Title Theme

Listed as Frank Zappa – Uncle Meat: Main Title Theme (Uncle Meat) · Watch on YouTube

youtube_video 4txRqR38v8g · row 4txRqR38v8g

LAION-DISCO-12M

Status Back Baby

Listed as Frank Zappa, The Mothers Of Invention – Status Back Baby (Absolutely Free) · Watch on YouTube

youtube_video 6kIsAZRv62I · row 6kIsAZRv62I

LAION-DISCO-12M

Happy Together (Live At Fillmore East, June 1971)

Listed as Frank Zappa, The Mothers – Happy Together (Live At Fillmore East, June 1971) (Fillmore East - June 1971) · Watch on YouTube

youtube_video 7Oi10qxILYM · row 7Oi10qxILYM

LAION-DISCO-12M

Latex Solar Beef (Live At Fillmore East / 1971)

Listed as Frank Zappa, The Mothers – Latex Solar Beef (Live At Fillmore East / 1971) (Fillmore East - June 1971) · Watch on YouTube

youtube_video 87oeOtx4Bt4 · row 87oeOtx4Bt4

LAION-DISCO-12M

Night School

Listed as Frank Zappa – Night School (Jazz From Hell) · Watch on YouTube

youtube_video 8GAWk5fxZqY · row 8GAWk5fxZqY

LAION-DISCO-12M

Magdalena (Live At Pauley Pavilion, UCLA, Los Angeles, 1971)

Listed as Frank Zappa, The Mothers – Magdalena (Live At Pauley Pavilion, UCLA, Los Angeles, 1971) (Just Another Band From L.A. (Live At Pauley Pavilion, UCLA, Los Angeles / 1971)) · Watch on YouTube

youtube_video 8smBayPwdP4 · row 8smBayPwdP4

LAION-DISCO-12M

Invocation And Ritual Dance Of The Young Pumpkin

Listed as Frank Zappa, The Mothers Of Invention – Invocation And Ritual Dance Of The Young Pumpkin (Absolutely Free) · Watch on YouTube

youtube_video 8vVZVr3d0Fc · row 8vVZVr3d0Fc

LAION-DISCO-12M

Big Leg Emma

Listed as Frank Zappa, The Mothers Of Invention – Big Leg Emma (Absolutely Free) · Watch on YouTube

youtube_video AJyFmCOLcgA · row AJyFmCOLcgA

LAION-DISCO-12M

Bwana Dik (Live At Fillmore East / 1971)

Listed as Frank Zappa, The Mothers – Bwana Dik (Live At Fillmore East / 1971) (Fillmore East - June 1971) · Watch on YouTube

youtube_video BdzOwab_4Po · row BdzOwab_4Po

LAION-DISCO-12M

Aaawk (Live At Fillmore East, June 6, 1971, Show 2)

Listed as Frank Zappa, The Mothers, John Lennon, Yoko Ono – Aaawk (Live At Fillmore East, June 6, 1971, Show 2) (The Mothers 1971) · Watch on YouTube

youtube_video Cef9ECCmC5k · row Cef9ECCmC5k

LAION-DISCO-12M

The Mud Shark (Live At Fillmore East , June 1971)

Listed as Frank Zappa, The Mothers – The Mud Shark (Live At Fillmore East , June 1971) (Fillmore East - June 1971) · Watch on YouTube

youtube_video DRtINlcIw0c · row DRtINlcIw0c

LAION-DISCO-12M

Son Of Suzy Creamcheese

Listed as Frank Zappa, The Mothers Of Invention – Son Of Suzy Creamcheese (Absolutely Free) · Watch on YouTube

youtube_video Dn2vfY1D990 · row Dn2vfY1D990

LAION-DISCO-12M

Holiday In Berlin, Full-Blown

Listed as Frank Zappa, The Mothers Of Invention – Holiday In Berlin, Full-Blown (Burnt Weeny Sandwich) · Watch on YouTube

youtube_video FccwMLnWPls · row FccwMLnWPls

LAION-DISCO-12M

Theme From Burnt Weeny Sandwich

Listed as Frank Zappa, The Mothers Of Invention – Theme From Burnt Weeny Sandwich (Burnt Weeny Sandwich) · Watch on YouTube

youtube_video GQ1eCOquUQY · row GQ1eCOquUQY

LAION-DISCO-12M

Why Don'tcha Do Me Right?

Listed as Frank Zappa, The Mothers Of Invention – Why Don'tcha Do Me Right? (Absolutely Free) · Watch on YouTube

youtube_video GXGXfRlapd8 · row GXGXfRlapd8

LAION-DISCO-12M

Amnesia Vivace

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

youtube_video Ge4GMuuQONo · row Ge4GMuuQONo

LAION-DISCO-12M

Little House I Used To Live In (Live At Fillmore East / 1971)

Listed as Frank Zappa, The Mothers – Little House I Used To Live In (Live At Fillmore East / 1971) (Fillmore East - June 1971) · Watch on YouTube

youtube_video KDeS7P2fPTk · row KDeS7P2fPTk

LAION-DISCO-12M

Don't You Ever Wash That Thing? (Live At The Roxy, Hollywood/1973)

Listed as Frank Zappa, The Mothers – Don't You Ever Wash That Thing? (Live At The Roxy, Hollywood/1973) (Roxy & Elsewhere) · Watch on YouTube

youtube_video KRmk6XfocGs · row KRmk6XfocGs

LAION-DISCO-12M

RDNZL

Listed as Frank Zappa – RDNZL (Studio Tan) · Watch on YouTube

youtube_video MQLU4R2VEYs · row MQLU4R2VEYs

LAION-DISCO-12M

Village Of The Sun (Live At The Roxy, Hollywood/1973)

Listed as Frank Zappa, The Mothers – Village Of The Sun (Live At The Roxy, Hollywood/1973) (Roxy & Elsewhere) · Watch on YouTube

youtube_video RQHU-Widcoo · row RQHU-Widcoo

LAION-DISCO-12M

Mom & Dad

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

youtube_video TKNG8R6tb0A · row TKNG8R6tb0A

LAION-DISCO-12M

Dummy Up (Live At The Roxy, Hollywood/1973)

Listed as Frank Zappa, The Mothers – Dummy Up (Live At The Roxy, Hollywood/1973) (Roxy & Elsewhere) · Watch on YouTube

youtube_video UVAAV7_u144 · row UVAAV7_u144

LAION-DISCO-12M

Son Of Orange County (Live/1974)

Listed as Frank Zappa, The Mothers – Son Of Orange County (Live/1974) (Roxy & Elsewhere) · Watch on YouTube

youtube_video UZCJEPr_2Q8 · row UZCJEPr_2Q8

LAION-DISCO-12M

Overture To A Holiday In Berlin

Listed as Frank Zappa, The Mothers Of Invention – Overture To A Holiday In Berlin (Burnt Weeny Sandwich) · Watch on YouTube

youtube_video VKtJxWtM2xY · row VKtJxWtM2xY

LAION-DISCO-12M

Mystery Roach

Listed as Frank Zappa, The Mothers – Mystery Roach (200 Motels (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video XhrDy6hACu8 · row XhrDy6hACu8

LAION-DISCO-12M

Call Any Vegetable

Listed as Frank Zappa, The Mothers Of Invention – Call Any Vegetable (Absolutely Free) · Watch on YouTube

youtube_video YBVupMMBi7I · row YBVupMMBi7I

LAION-DISCO-12M

Find Her Finer

Listed as Frank Zappa – Find Her Finer (Zoot Allures) · Watch on YouTube

youtube_video a9ElzPpxReI · row a9ElzPpxReI

LAION-DISCO-12M

The Duke Regains His Chops

Listed as Frank Zappa, The Mothers Of Invention – The Duke Regains His Chops (Absolutely Free) · Watch on YouTube

youtube_video aKs4uteTzVo · row aKs4uteTzVo

LAION-DISCO-12M

Cheepnis (Live At The Roxy, Hollywood/1973)

Listed as Frank Zappa, The Mothers – Cheepnis (Live At The Roxy, Hollywood/1973) (Roxy & Elsewhere) · Watch on YouTube

youtube_video ckEP8KN2710 · row ckEP8KN2710

LAION-DISCO-12M

Igor's Boogie, Phase One

Listed as Frank Zappa, The Mothers Of Invention – Igor's Boogie, Phase One (Burnt Weeny Sandwich) · Watch on YouTube

youtube_video gjYSvLVvHMY · row gjYSvLVvHMY

LAION-DISCO-12M

WPLJ

Listed as Frank Zappa, The Mothers Of Invention – WPLJ (Burnt Weeny Sandwich) · Watch on YouTube

youtube_video niabuEIKYyc · row niabuEIKYyc

LAION-DISCO-12M

Sleep Dirt

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

youtube_video nojSrotOZZM · row nojSrotOZZM

LAION-DISCO-12M

Brown Shoes Don't Make It

Listed as Frank Zappa, The Mothers Of Invention – Brown Shoes Don't Make It (Absolutely Free) · Watch on YouTube

youtube_video oNULHGsy3SE · row oNULHGsy3SE

LAION-DISCO-12M

Magic Fingers

Listed as Frank Zappa, The Mothers – Magic Fingers (200 Motels (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video owyvpbGRIuU · row owyvpbGRIuU

LAION-DISCO-12M

Sleeping In A Jar

Listed as Frank Zappa – Sleeping In A Jar (Uncle Meat) · Watch on YouTube

youtube_video qyQClpTpatk · row qyQClpTpatk

LAION-DISCO-12M

The Duke Of Prunes

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

youtube_video rZJg8431i3I · row rZJg8431i3I

LAION-DISCO-12M

King Kong

Listed as Frank Zappa, The Mothers Of Invention – King Kong (Ahead Of Their Time) · Watch on YouTube

youtube_video rZikp4pbZZI · row rZikp4pbZZI

LAION-DISCO-12M

Sharleena (Roy Thomas Baker Mix)

Listed as Frank Zappa, The Mothers – Sharleena (Roy Thomas Baker Mix) (Sharleena (Roy Thomas Baker Mix)) · Watch on YouTube

youtube_video ujzbRaGej4M · row ujzbRaGej4M

LAION-DISCO-12M

Tell Me You Love Me (Demo (Mix Outtake))

Listed as Frank Zappa, The Mothers, Jeff Simmons – Tell Me You Love Me (Demo (Mix Outtake)) (200 Motels: 50th Anniversary) · Watch on YouTube

youtube_video umbLnr1ZekU · row umbLnr1ZekU

LAION-DISCO-12M

Pygmy Twylyte (Live At The Roxy, Hollywood/1973)

Listed as Frank Zappa, The Mothers – Pygmy Twylyte (Live At The Roxy, Hollywood/1973) (Roxy & Elsewhere) · Watch on YouTube

youtube_video v3rzIksPD8U · row v3rzIksPD8U

LAION-DISCO-12M

More Trouble Every Day (Live/1974)

Listed as Frank Zappa, The Mothers – More Trouble Every Day (Live/1974) (Roxy & Elsewhere) · Watch on YouTube

youtube_video x80av2qgdu8 · row x80av2qgdu8

LAION-DISCO-12M

Evelyn, A Modified Dog

Listed as Frank Zappa, The Mothers Of Invention – Evelyn, A Modified Dog (One Size Fits All) · Watch on YouTube

youtube_video xciZp04Ii28 · row xciZp04Ii28

LAION-DISCO-12M

Wild Love

Listed as Frank Zappa – Wild Love (Sheik Yerbouti) · Watch on YouTube

youtube_video yllBsKFcSQI · row yllBsKFcSQI

LAION-DISCO-12M

What Kind Of Girl Do You Think We Are? (Live At Fillmore East / 1971)

Listed as Frank Zappa, The Mothers – What Kind Of Girl Do You Think We Are? (Live At Fillmore East / 1971) (Fillmore East - June 1971) · Watch on YouTube

youtube_video zgWIsroYEOQ · row zgWIsroYEOQ

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.