Yes. Missing Persons 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 Walking In L.A. (Re-Recorded), Movie Star, Walking in L.A. (Live: My Father's Place, Roslyn, Long Island 25 Aug '81)

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.

Walking In L.A. (Re-Recorded)

Listed as Missing Persons – Walking In L.A. (Re-Recorded) (Kill the DJ - a Non-Stop Mash-Up Mix) · Watch on YouTube

youtube_video -HBPfsXKU5o · row -HBPfsXKU5o

LAION-DISCO-12M

Movie Star

Listed as Missing Persons – Movie Star (Hollywood Lie) · Watch on YouTube

youtube_video -qxS6YY4lXU · row -qxS6YY4lXU

LAION-DISCO-12M

Walking in L.A. (Live: My Father's Place, Roslyn, Long Island 25 Aug '81)

Listed as Missing Persons – Walking in L.A. (Live: My Father's Place, Roslyn, Long Island 25 Aug '81) (Live in New York 1981) · Watch on YouTube

youtube_video 2iwPiCBjA8A · row 2iwPiCBjA8A

LAION-DISCO-12M

Let's Dance (feat. Charlie Paulson)

Listed as Missing Persons, Dale Bozzio – Let's Dance (feat. Charlie Paulson) (New Wave Sessions (2023 Edition)) · Watch on YouTube

youtube_video 6FTnJ6WnLyw · row 6FTnJ6WnLyw

LAION-DISCO-12M

Funkytown

Listed as Missing Persons, Dale Bozzio – Funkytown (New Wave Sessions (2023 Edition)) · Watch on YouTube

youtube_video 6gWfFAoO7WU · row 6gWfFAoO7WU

LAION-DISCO-12M

All the Way

Listed as Missing Persons – All the Way (Missing in Action - Deluxe Edition) · Watch on YouTube

youtube_video 87LqMY6TfWo · row 87LqMY6TfWo

LAION-DISCO-12M

Destination Unknown (Re-Recorded)

Listed as Missing Persons – Destination Unknown (Re-Recorded) (80s Dark Side - the Dark Side to the '80s) · Watch on YouTube

youtube_video AENuJUiItfw · row AENuJUiItfw

LAION-DISCO-12M

Do or Die

Listed as Missing Persons – Do or Die (Missing in Action - Deluxe Edition) · Watch on YouTube

youtube_video AfnqIZ6HH6w · row AfnqIZ6HH6w

LAION-DISCO-12M

Destination Unknown (Live)

Listed as Missing Persons – Destination Unknown (Live) (Destination Unknown (Live)) · Watch on YouTube

youtube_video CRxoa4y057c · row CRxoa4y057c

LAION-DISCO-12M

Walking In L.A. (Live)

Listed as Missing Persons – Walking In L.A. (Live) (A Night In San Francisco (Live)) · Watch on YouTube

youtube_video CduGuXy3p_U · row CduGuXy3p_U

LAION-DISCO-12M

Words (Re-Recorded - Slowed + Reverb)

Listed as Missing Persons – Words (Re-Recorded - Slowed + Reverb) (Words (Re-Recorded - Sped Up)) · Watch on YouTube

youtube_video EnLzf7wmRjs · row EnLzf7wmRjs

LAION-DISCO-12M

Walk into the Sun

Listed as Missing Persons – Walk into the Sun (Missing in Action - Deluxe Edition) · Watch on YouTube

youtube_video F6vG-AygeCE · row F6vG-AygeCE

LAION-DISCO-12M

Come Back For More

Listed as Missing Persons – Come Back For More (Color In Your Life) · Watch on YouTube

youtube_video FGIpSo1CT58 · row FGIpSo1CT58

LAION-DISCO-12M

WLIR / Stage Intro / Mental Hopscotch (Live: My Father's Place, Roslyn, Long Island 25 Aug '81)

Listed as Missing Persons – WLIR / Stage Intro / Mental Hopscotch (Live: My Father's Place, Roslyn, Long Island 25 Aug '81) (Live in New York 1981) · Watch on YouTube

youtube_video IpcH2HY9MYo · row IpcH2HY9MYo

LAION-DISCO-12M

We Don't Know Love At All

Listed as Missing Persons – We Don't Know Love At All (Color In Your Life) · Watch on YouTube

youtube_video JrUJczMeMys · row JrUJczMeMys

LAION-DISCO-12M

Lucky

Listed as Missing Persons – Lucky (Hollywood Lie) · Watch on YouTube

youtube_video Keld4utTKic · row Keld4utTKic

LAION-DISCO-12M

Because Of You I'm Crying (feat. Steve Stevens)

Listed as Missing Persons – Because Of You I'm Crying (feat. Steve Stevens) (Hollywood Lie) · Watch on YouTube

youtube_video KmdjP0CniZI · row KmdjP0CniZI

LAION-DISCO-12M

Noticeable One (Live: My Father's Place, Roslyn, Long Island 25 Aug '81)

Listed as Missing Persons – Noticeable One (Live: My Father's Place, Roslyn, Long Island 25 Aug '81) (Live in New York 1981) · Watch on YouTube

youtube_video LE94Alohwkc · row LE94Alohwkc

LAION-DISCO-12M

Dreaming

Listed as Missing Persons – Dreaming (Dreaming) · Watch on YouTube

youtube_video LEUfRy9oxg0 · row LEUfRy9oxg0

LAION-DISCO-12M

Flash Of Love

Listed as Missing Persons – Flash Of Love (Color In Your Life) · Watch on YouTube

youtube_video M5xkKJIuARs · row M5xkKJIuARs

LAION-DISCO-12M

Gatsby

Listed as Missing Persons – Gatsby (Hollywood Lie) · Watch on YouTube

youtube_video Oup6zpuwOtk · row Oup6zpuwOtk

LAION-DISCO-12M

Images of Heaven

Listed as Missing Persons – Images of Heaven (Dreaming) · Watch on YouTube

youtube_video OxyepAbOvOI · row OxyepAbOvOI

LAION-DISCO-12M

Girls Just Wanna Have Fun

Listed as Missing Persons, Dale Bozzio – Girls Just Wanna Have Fun (New Wave Sessions (2023 Edition)) · Watch on YouTube

youtube_video TZkSeOmBdFQ · row TZkSeOmBdFQ

LAION-DISCO-12M

I Know What Boys Like

Listed as Missing Persons, Dale Bozzio – I Know What Boys Like (New Wave Sessions (2023 Edition)) · Watch on YouTube

youtube_video TleePnIEDoo · row TleePnIEDoo

LAION-DISCO-12M

I Can't Take It Anymore

Listed as Missing Persons – I Can't Take It Anymore (Hollywood Lie) · Watch on YouTube

youtube_video UD_iNxaqZvg · row UD_iNxaqZvg

LAION-DISCO-12M

Ice Blue Eyes (Single Edit)

Listed as Missing Persons – Ice Blue Eyes (Single Edit) (Ice Blue Eyes (Single Edit)) · Watch on YouTube

youtube_video V6l7tVUlMTM · row V6l7tVUlMTM

LAION-DISCO-12M

Hello, Hello

Listed as Missing Persons – Hello, Hello (Missing in Action - Deluxe Edition) · Watch on YouTube

youtube_video VA-nOZDttNE · row VA-nOZDttNE

LAION-DISCO-12M

If Only For The Moment (Long Version)

Listed as Missing Persons – If Only For The Moment (Long Version) (Rhyme & Reason (Expanded Edition)) · Watch on YouTube

youtube_video WR13xHHD1PQ · row WR13xHHD1PQ

LAION-DISCO-12M

Lipstick

Listed as Missing Persons – Lipstick (Dreaming) · Watch on YouTube

youtube_video ZQPlUjyX4h0 · row ZQPlUjyX4h0

LAION-DISCO-12M

Boy I Say To You

Listed as Missing Persons – Boy I Say To You (Color In Your Life) · Watch on YouTube

youtube_video bCfnkeCOHXY · row bCfnkeCOHXY

LAION-DISCO-12M

Windows (Live)

Listed as Missing Persons – Windows (Live) (A Night In San Francisco (Live)) · Watch on YouTube

youtube_video bnJ1EdXCQ6Q · row bnJ1EdXCQ6Q

LAION-DISCO-12M

Words (Live)

Listed as Missing Persons – Words (Live) (A Night In San Francisco (Live)) · Watch on YouTube

youtube_video cwEglRyqRZU · row cwEglRyqRZU

LAION-DISCO-12M

Windows (Live: My Father's Place, Roslyn, Long Island 25 Aug '81)

Listed as Missing Persons – Windows (Live: My Father's Place, Roslyn, Long Island 25 Aug '81) (Live in New York 1981) · Watch on YouTube

youtube_video dFi5e7_jbJE · row dFi5e7_jbJE

LAION-DISCO-12M

California Dreamin'

Listed as Missing Persons – California Dreamin' (Dreaming) · Watch on YouTube

youtube_video eH2FpNOck6o · row eH2FpNOck6o

LAION-DISCO-12M

Don't Leave Me This Way (Re-Recorded / Remastered)

Listed as Missing Persons – Don't Leave Me This Way (Re-Recorded / Remastered) (Flashdance...What A Feeling (Re-Recorded / Remastered Versions)) · Watch on YouTube

youtube_video ecgy3RnsFCQ · row ecgy3RnsFCQ

LAION-DISCO-12M

Der Kommissar

Listed as Missing Persons, Dale Bozzio – Der Kommissar (New Wave Sessions (2023 Edition)) · Watch on YouTube

youtube_video fcySehYXCwY · row fcySehYXCwY

LAION-DISCO-12M

Ring My Bell (7" Version) (Re-Recorded / Remastered)

Listed as Missing Persons – Ring My Bell (7" Version) (Re-Recorded / Remastered) (Flashdance...What A Feeling (Re-Recorded / Remastered Versions)) · Watch on YouTube

youtube_video fwmnKQAzIxc · row fwmnKQAzIxc

LAION-DISCO-12M

Covert Operation

Listed as Missing Persons – Covert Operation (Missing in Action - Deluxe Edition) · Watch on YouTube

youtube_video iJ3IFiu1f_c · row iJ3IFiu1f_c

LAION-DISCO-12M

Mental Hopscotch (Live)

Listed as Missing Persons – Mental Hopscotch (Live) (A Night In San Francisco (Live)) · Watch on YouTube

youtube_video iqM8uRT-9TQ · row iqM8uRT-9TQ

LAION-DISCO-12M

Circles

Listed as Missing Persons – Circles (Hollywood Lie) · Watch on YouTube

youtube_video kaBwqnKmBGk · row kaBwqnKmBGk

LAION-DISCO-12M

King 4 A Day

Listed as Missing Persons – King 4 A Day (Hollywood Lie) · Watch on YouTube

youtube_video loynYDvQatI · row loynYDvQatI

LAION-DISCO-12M

Mental Hopscotch (Live 1982)

Listed as Missing Persons – Mental Hopscotch (Live 1982) (Mental Hopscotch (Live 1982)) · Watch on YouTube

youtube_video mYmOkVbRais · row mYmOkVbRais

LAION-DISCO-12M

Turning Japanese

Listed as Missing Persons, Dale Bozzio – Turning Japanese (New Wave Sessions (2023 Edition)) · Watch on YouTube

youtube_video nRHHq06rbkQ · row nRHHq06rbkQ

LAION-DISCO-12M

Fading Away

Listed as Missing Persons – Fading Away (Hollywood Lie) · Watch on YouTube

youtube_video q7GA08XzoE4 · row q7GA08XzoE4

LAION-DISCO-12M

Incense and Peppermints

Listed as Missing Persons – Incense and Peppermints (Incense and Peppermints) · Watch on YouTube

youtube_video uyp7U2cO_HQ · row uyp7U2cO_HQ

LAION-DISCO-12M

Castles In The Sand

Listed as Missing Persons – Castles In The Sand (Hollywood Lie) · Watch on YouTube

youtube_video v0aeoKxdvNE · row v0aeoKxdvNE

LAION-DISCO-12M

U.S. Drag (Live: My Father's Place, Roslyn, Long Island 25 Aug '81)

Listed as Missing Persons – U.S. Drag (Live: My Father's Place, Roslyn, Long Island 25 Aug '81) (Live in New York 1981) · Watch on YouTube

youtube_video w4YmnHGOd-g · row w4YmnHGOd-g

LAION-DISCO-12M

PopCorn

Listed as Missing Persons – PopCorn (Flashdance...What A Feeling (Re-Recorded / Remastered Versions)) · Watch on YouTube

youtube_video xWfS1393L54 · row xWfS1393L54

LAION-DISCO-12M

The Speed of Light

Listed as Missing Persons – The Speed of Light (Missing in Action - Deluxe Edition) · Watch on YouTube

youtube_video xgweNh6VLJY · row xgweNh6VLJY

LAION-DISCO-12M

Noticeable One (Live)

Listed as Missing Persons – Noticeable One (Live) (A Night In San Francisco (Live)) · Watch on YouTube

youtube_video yLeamNTY-PI · row yLeamNTY-PI

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.