Yes. Part Time has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Return to Cherry, Touch Me Responsibly, Tampa Bay Billy

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Return to Cherry

Listed as Part Time – Return to Cherry (Return to Cherry) · Watch on YouTube

youtube_video 03mXQnYn7hY · row 03mXQnYn7hY

LAION-DISCO-12M

Touch Me Responsibly

Listed as Part Time – Touch Me Responsibly (Virgo's Maze) · Watch on YouTube

youtube_video 1PezHe3U0GE · row 1PezHe3U0GE

LAION-DISCO-12M

Tampa Bay Billy

Listed as Part Time – Tampa Bay Billy (Special Blue) · Watch on YouTube

youtube_video 2bwstlgys38 · row 2bwstlgys38

LAION-DISCO-12M

It Was Always You

Listed as Part Time – It Was Always You (Special Blue) · Watch on YouTube

youtube_video 4637gS0SsU4 · row 4637gS0SsU4

LAION-DISCO-12M

Jean's Ballad (Bonus)

Listed as Part Time – Jean's Ballad (Bonus) (Spell #6) · Watch on YouTube

youtube_video 5N6l7chRcrY · row 5N6l7chRcrY

LAION-DISCO-12M

White Agents

Listed as Part Time – White Agents (Modern History) · Watch on YouTube

youtube_video 9fz6l5VGX0Y · row 9fz6l5VGX0Y

LAION-DISCO-12M

Living in the U.S.A.

Listed as Part Time – Living in the U.S.A. (P.D.A.) · Watch on YouTube

youtube_video Ai-nVe8mRj4 · row Ai-nVe8mRj4

LAION-DISCO-12M

The Cost of Living

Listed as Part Time – The Cost of Living (Virgo's Maze) · Watch on YouTube

youtube_video Cszv-DoOm80 · row Cszv-DoOm80

LAION-DISCO-12M

Mexico

Listed as Part Time – Mexico (Saturday Night) · Watch on YouTube

youtube_video Dc_7eOrkDSk · row Dc_7eOrkDSk

LAION-DISCO-12M

777

Listed as Part Time – 777 (Modern History) · Watch on YouTube

youtube_video DkqD7Eg6iJU · row DkqD7Eg6iJU

LAION-DISCO-12M

When the Venus is High

Listed as Part Time – When the Venus is High (H.F.M.) · Watch on YouTube

youtube_video EnQSKxYp4lc · row EnQSKxYp4lc

LAION-DISCO-12M

A Million Things to Say

Listed as Part Time – A Million Things to Say (Pda (Bonus Tracks)) · Watch on YouTube

youtube_video Epkx8bhUN9E · row Epkx8bhUN9E

LAION-DISCO-12M

What Would You Say?

Listed as Part Time – What Would You Say? (What Would You Say?) · Watch on YouTube

youtube_video F-z0i3sI1rk · row F-z0i3sI1rk

LAION-DISCO-12M

Pictures on my walls

Listed as Part Time – Pictures on my walls (Pictures on my walls) · Watch on YouTube

youtube_video FY4SNahDsR8 · row FY4SNahDsR8

LAION-DISCO-12M

Was It Real

Listed as Part Time – Was It Real (Virgo's Maze) · Watch on YouTube

youtube_video G7HLtM70jLM · row G7HLtM70jLM

LAION-DISCO-12M

Beside Me

Listed as Part Time – Beside Me (Special Blue) · Watch on YouTube

youtube_video HScdwrt7Bvg · row HScdwrt7Bvg

LAION-DISCO-12M

How Do I Move On

Listed as Part Time – How Do I Move On (P.D.A.) · Watch on YouTube

youtube_video JoRv1h8D_3o · row JoRv1h8D_3o

LAION-DISCO-12M

Laughing at Me

Listed as Part Time – Laughing at Me (Tales of the Bubblegum Brainz) · Watch on YouTube

youtube_video JpSTgDBDcUk · row JpSTgDBDcUk

LAION-DISCO-12M

Before You Fall Apart

Listed as Part Time – Before You Fall Apart (Spell #6) · Watch on YouTube

youtube_video L4C5lZ0JG1w · row L4C5lZ0JG1w

LAION-DISCO-12M

Whip In My Valise

Listed as Part Time – Whip In My Valise (Late Night with David Loca) · Watch on YouTube

youtube_video L6SOSOHFzXI · row L6SOSOHFzXI

LAION-DISCO-12M

Only You Can See (Touch Me)

Listed as Part Time – Only You Can See (Touch Me) (Mystery Chain) · Watch on YouTube

youtube_video NW-e-qcYfLo · row NW-e-qcYfLo

LAION-DISCO-12M

The Garvo623 (My Robots Brain)

Listed as Part Time – The Garvo623 (My Robots Brain) (Virgo's Maze) · Watch on YouTube

youtube_video STozvJVWffw · row STozvJVWffw

LAION-DISCO-12M

Come Pick Me Up

Listed as Part Time – Come Pick Me Up (Late Night with David Loca) · Watch on YouTube

youtube_video Snxdq0T1itk · row Snxdq0T1itk

LAION-DISCO-12M

Shadows of a Cloud

Listed as Part Time – Shadows of a Cloud (H.F.M.) · Watch on YouTube

youtube_video VAciu63Fg5A · row VAciu63Fg5A

LAION-DISCO-12M

19

Listed as Part Time – 19 (What Would You Say?) · Watch on YouTube

youtube_video XfTL1pMrojw · row XfTL1pMrojw

LAION-DISCO-12M

Useless Information

Listed as Part Time – Useless Information (PTDF7) · Watch on YouTube

youtube_video Zek9vBEplh0 · row Zek9vBEplh0

LAION-DISCO-12M

Long Beach Babe

Listed as Part Time – Long Beach Babe (Tales of the Bubblegum Brainz) · Watch on YouTube

youtube_video _ta8fjVPSys · row _ta8fjVPSys

LAION-DISCO-12M

Rubber Room

Listed as Part Time – Rubber Room (H.F.M.) · Watch on YouTube

youtube_video a8BqVHQJuDc · row a8BqVHQJuDc

LAION-DISCO-12M

Vertebraeker

Listed as Part Time – Vertebraeker (Modern History) · Watch on YouTube

youtube_video aLFEOMopjLQ · row aLFEOMopjLQ

LAION-DISCO-12M

Lover's Sunset

Listed as Part Time – Lover's Sunset (Return to Cherry) · Watch on YouTube

youtube_video b0JcI-vCBpE · row b0JcI-vCBpE

LAION-DISCO-12M

Mystery Chain

Listed as Part Time – Mystery Chain (Mystery Chain) · Watch on YouTube

youtube_video b72T9j3KGSA · row b72T9j3KGSA

LAION-DISCO-12M

On The Line

Listed as Part Time – On The Line (Late Night with David Loca) · Watch on YouTube

youtube_video bI58yVO4j4g · row bI58yVO4j4g

LAION-DISCO-12M

Silent Francine (M.R.F)

Listed as Part Time – Silent Francine (M.R.F) (Spell #6) · Watch on YouTube

youtube_video es7JWdJ5w8U · row es7JWdJ5w8U

LAION-DISCO-12M

Mint 2 Lipz (Baby You're so Cool)

Listed as Part Time – Mint 2 Lipz (Baby You're so Cool) (Tales of the Bubblegum Brainz) · Watch on YouTube

youtube_video fmTBQgf3pp8 · row fmTBQgf3pp8

LAION-DISCO-12M

Visions of the Future

Listed as Part Time – Visions of the Future (Visions of the Future) · Watch on YouTube

youtube_video hIcrSs2LvRU · row hIcrSs2LvRU

LAION-DISCO-12M

I Won't Be Your Little Secret

Listed as Part Time – I Won't Be Your Little Secret (P.D.A.) · Watch on YouTube

youtube_video hkcNthwcrcM · row hkcNthwcrcM

LAION-DISCO-12M

What's Your Sign?

Listed as Part Time – What's Your Sign? (Special Blue) · Watch on YouTube

youtube_video htfqgCwHqTk · row htfqgCwHqTk

LAION-DISCO-12M

Have You Heard the Legend of the Mind?

Listed as Part Time – Have You Heard the Legend of the Mind? (Tales of the Bubblegum Brainz) · Watch on YouTube

youtube_video iTellrMWZm4 · row iTellrMWZm4

LAION-DISCO-12M

Special Blue

Listed as Part Time – Special Blue (Special Blue) · Watch on YouTube

youtube_video jVbyZtGuG38 · row jVbyZtGuG38

LAION-DISCO-12M

Past the Sleeping Guards of the Mausoleum

Listed as Part Time – Past the Sleeping Guards of the Mausoleum (Return to Cherry) · Watch on YouTube

youtube_video jfMvhz6pSaQ · row jfMvhz6pSaQ

LAION-DISCO-12M

What's Happening Now?!

Listed as Part Time – What's Happening Now?! (Tales of the Bubblegum Brainz) · Watch on YouTube

youtube_video rLXTpXrm4cc · row rLXTpXrm4cc

LAION-DISCO-12M

Manipulating the Whores of the Glendale Wells Fargo Cabaret

Listed as Part Time – Manipulating the Whores of the Glendale Wells Fargo Cabaret (Return to Cherry) · Watch on YouTube

youtube_video ruUjpSelR8A · row ruUjpSelR8A

LAION-DISCO-12M

Was It Real (Dreams About You)

Listed as Part Time – Was It Real (Dreams About You) (H.F.M.) · Watch on YouTube

youtube_video t7oSH-Vwi1M · row t7oSH-Vwi1M

LAION-DISCO-12M

More Than A Dream

Listed as Part Time – More Than A Dream (Late Night with David Loca) · Watch on YouTube

youtube_video ttFYpQtykvk · row ttFYpQtykvk

LAION-DISCO-12M

Honey Lips

Listed as Part Time – Honey Lips (Virgo's Maze) · Watch on YouTube

youtube_video uYpED7pghsQ · row uYpED7pghsQ

LAION-DISCO-12M

P.D.A.

Listed as Part Time – P.D.A. (P.D.A.) · Watch on YouTube

youtube_video vdJL1Oo2eSI · row vdJL1Oo2eSI

LAION-DISCO-12M

In This Filthy City

Listed as Part Time – In This Filthy City (What Would You Say?) · Watch on YouTube

youtube_video w0og-vYvAuA · row w0og-vYvAuA

LAION-DISCO-12M

Decepciones

Listed as PART-TIME – Decepciones (Recuerdos) · Watch on YouTube

youtube_video w8RE94Oowp8 · row w8RE94Oowp8

LAION-DISCO-12M

All My Love and All Your Love (Together We Are Fine ...)

Listed as Part Time – All My Love and All Your Love (Together We Are Fine ...) (P.D.A.) · Watch on YouTube

youtube_video x1aYQSDBARs · row x1aYQSDBARs

LAION-DISCO-12M

You're My Angel

Listed as Part Time – You're My Angel (Special Blue) · Watch on YouTube

youtube_video y-NY0I116Wc · row y-NY0I116Wc

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.