Yes. Debbie Harry has 137 songs listed in a dataset used to train AI music models.

Used for training 137

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 Rota: You'll Come to Me (From "Amarcord"), Spectropia Suite: XIII. Sally Random, Spectropia Suite: XIX. This Place That Time

Listed under the artist name 137 songs in LAION-DISCO-12M

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

Rota: You'll Come to Me (From "Amarcord")

Listed as Deborah Harry, Enzo Lo Greco, Gianni Lo Greco, Orchestra Sinfonica di Milano Giuseppe Verdi – Rota: You'll Come to Me (From "Amarcord") (Cinema Italiano) · Watch on YouTube

youtube_video 2mhsEr-IuU0 · row 2mhsEr-IuU0

LAION-DISCO-12M

Spectropia Suite: XIII. Sally Random

Listed as Debbie Harry, Elliott Sharp – Spectropia Suite: XIII. Sally Random (Elliott Sharp Edition, Vol. 6: Spectropia Suite) · Watch on YouTube

youtube_video 35O-Ht2ydsY · row 35O-Ht2ydsY

LAION-DISCO-12M

Spectropia Suite: XIX. This Place That Time

Listed as Debbie Harry, Elliott Sharp – Spectropia Suite: XIX. This Place That Time (Elliott Sharp Edition, Vol. 6: Spectropia Suite) · Watch on YouTube

youtube_video 3oZO9Vl6kKM · row 3oZO9Vl6kKM

LAION-DISCO-12M

Surender (Fred Jorio & Freedman Dub Remix, Louie Balo's Edit Remastered)

Listed as Debbie Harry, Fred Jorio, Freedman, Louie Balo Guzman – Surender (Fred Jorio & Freedman Dub Remix, Louie Balo's Edit Remastered) (Groove Thing (feat. Debbie Harry) "Command & Obey" Original Remixes) · Watch on YouTube

youtube_video 6SMHZGZNDpw · row 6SMHZGZNDpw

LAION-DISCO-12M

Don'tcha Wanna Know?

Listed as Deborah Harry – Don'tcha Wanna Know? (A World of Happiness) · Watch on YouTube

youtube_video 7H6AKHV4bcU · row 7H6AKHV4bcU

LAION-DISCO-12M

Spectropia Suite: XV. Unfolding

Listed as Debbie Harry, Elliott Sharp – Spectropia Suite: XV. Unfolding (Elliott Sharp Edition, Vol. 6: Spectropia Suite) · Watch on YouTube

youtube_video 7P-OzL_t_j0 · row 7P-OzL_t_j0

LAION-DISCO-12M

What Is When

Listed as Elliott Sharp, Debbie Harry – What Is When (Spectropia Suite) · Watch on YouTube

youtube_video 9XR7aCnlrio · row 9XR7aCnlrio

LAION-DISCO-12M

Spectronia

Listed as Elliott Sharp, Debbie Harry – Spectronia (Spectropia Suite) · Watch on YouTube

youtube_video AnPKbSbZlfI · row AnPKbSbZlfI

LAION-DISCO-12M

Spectropia Suite: VI. Crossed Lines

Listed as Debbie Harry, Elliott Sharp – Spectropia Suite: VI. Crossed Lines (Elliott Sharp Edition, Vol. 6: Spectropia Suite) · Watch on YouTube

youtube_video CnRjdadUE7g · row CnRjdadUE7g

LAION-DISCO-12M

Two Times Blue (Debbie Harry Acapella)

Listed as Debbie Harry – Two Times Blue (Debbie Harry Acapella) (Debbie Harry vs. Soul Seekerz) · Watch on YouTube

youtube_video EeOCHWr2qH4 · row EeOCHWr2qH4

LAION-DISCO-12M

Bubbleburst

Listed as Elliott Sharp, Debbie Harry – Bubbleburst (Spectropia Suite) · Watch on YouTube

youtube_video EhUjI9CcCy4 · row EhUjI9CcCy4

LAION-DISCO-12M

Standing In My Way (Live FM Broadcast Remastered) (FM Broadcast Wembley Stadium, London UK 13th July 1991 Remastered)

Listed as Debbie Harry – Standing In My Way (Live FM Broadcast Remastered) (FM Broadcast Wembley Stadium, London UK 13th July 1991 Remastered) (Legendary FM Broadcasts - Wembley Stadium, London 13th July 1991) · Watch on YouTube

youtube_video GK-PT44YH1A · row GK-PT44YH1A

LAION-DISCO-12M

Spectropia Suite: XXI. Mutanic

Listed as Debbie Harry, Elliott Sharp – Spectropia Suite: XXI. Mutanic (Elliott Sharp Edition, Vol. 6: Spectropia Suite) · Watch on YouTube

youtube_video JYdZLsQgsYc · row JYdZLsQgsYc

LAION-DISCO-12M

Spectropia Suite: XXII. Chaos Ball

Listed as Debbie Harry, Elliott Sharp – Spectropia Suite: XXII. Chaos Ball (Elliott Sharp Edition, Vol. 6: Spectropia Suite) · Watch on YouTube

youtube_video OBAqcV7Jxm0 · row OBAqcV7Jxm0

LAION-DISCO-12M

Hanging On The Telephone (Live FM Broadcast Remastered) (FM Broadcast Wembley Stadium, London UK 13th July 1991 Remastered)

Listed as Debbie Harry – Hanging On The Telephone (Live FM Broadcast Remastered) (FM Broadcast Wembley Stadium, London UK 13th July 1991 Remastered) (Legendary FM Broadcasts - Wembley Stadium, London 13th July 1991) · Watch on YouTube

youtube_video PSIoLff56OI · row PSIoLff56OI

LAION-DISCO-12M

Call Me (Live Broadcast 1991)

Listed as Debbie Harry – Call Me (Live Broadcast 1991) (Live Broadcast - 13th July 1991 Wembley Stadium) · Watch on YouTube

youtube_video PmHyHkreIpg · row PmHyHkreIpg

LAION-DISCO-12M

This Time That Place

Listed as Elliott Sharp, Debbie Harry – This Time That Place (Spectropia Suite) · Watch on YouTube

youtube_video QA9O27vV7mU · row QA9O27vV7mU

LAION-DISCO-12M

I Want That Man (D-Bop 11.59 Vocal Mix)

Listed as Debbie Harry – I Want That Man (D-Bop 11.59 Vocal Mix) (I Want That Man) · Watch on YouTube

youtube_video RiacVPWVXNA · row RiacVPWVXNA

LAION-DISCO-12M

Two Times Blue (Debbie Harry Acapella)

Listed as Debbie Harry – Two Times Blue (Debbie Harry Acapella) (Debbie Harry vs. Soul Seekerz) · Watch on YouTube

youtube_video Rx46C1VlDGM · row Rx46C1VlDGM

LAION-DISCO-12M

Spectropia Suite: IV. Records Room

Listed as Debbie Harry, Elliott Sharp – Spectropia Suite: IV. Records Room (Elliott Sharp Edition, Vol. 6: Spectropia Suite) · Watch on YouTube

youtube_video S2hif93vXsA · row S2hif93vXsA

LAION-DISCO-12M

Heart Of Glass (Live Broadcast 1991)

Listed as Debbie Harry – Heart Of Glass (Live Broadcast 1991) (Live Broadcast - 13th July 1991 Wembley Stadium) · Watch on YouTube

youtube_video TfIsBVF9EQ0 · row TfIsBVF9EQ0

LAION-DISCO-12M

Spectropia Suite: XII. Stairway to When

Listed as Debbie Harry, Elliott Sharp – Spectropia Suite: XII. Stairway to When (Elliott Sharp Edition, Vol. 6: Spectropia Suite) · Watch on YouTube

youtube_video X0IeV3B5808 · row X0IeV3B5808

LAION-DISCO-12M

Atomic (Live FM Broadcast Remastered) (FM Broadcast Wembley Stadium, London UK 13th July 1991 Remastered)

Listed as Debbie Harry – Atomic (Live FM Broadcast Remastered) (FM Broadcast Wembley Stadium, London UK 13th July 1991 Remastered) (Legendary FM Broadcasts - Wembley Stadium, London 13th July 1991) · Watch on YouTube

youtube_video YKofQI8t1yo · row YKofQI8t1yo

LAION-DISCO-12M

Crashing

Listed as Elliott Sharp, Debbie Harry – Crashing (Spectropia Suite) · Watch on YouTube

youtube_video YNOhlTRAfR0 · row YNOhlTRAfR0

LAION-DISCO-12M

Brite Side (Live FM Broadcast Remastered) (FM Broadcast Wembley Stadium, London UK 13th July 1991 Remastered)

Listed as Debbie Harry – Brite Side (Live FM Broadcast Remastered) (FM Broadcast Wembley Stadium, London UK 13th July 1991 Remastered) (Legendary FM Broadcasts - Wembley Stadium, London 13th July 1991) · Watch on YouTube

youtube_video c8yx0MHwgn4 · row c8yx0MHwgn4

LAION-DISCO-12M

Somewhen

Listed as Elliott Sharp, Debbie Harry – Somewhen (Spectropia Suite) · Watch on YouTube

youtube_video dNDTA0IqoLs · row dNDTA0IqoLs

LAION-DISCO-12M

Spectropia Suite: XI. Place and Time

Listed as Debbie Harry, Elliott Sharp – Spectropia Suite: XI. Place and Time (Elliott Sharp Edition, Vol. 6: Spectropia Suite) · Watch on YouTube

youtube_video doVPLawyAW8 · row doVPLawyAW8

LAION-DISCO-12M

Spectropia Suite: XVII. Regulator

Listed as Debbie Harry, Elliott Sharp – Spectropia Suite: XVII. Regulator (Elliott Sharp Edition, Vol. 6: Spectropia Suite) · Watch on YouTube

youtube_video hlj3qBdMaF4 · row hlj3qBdMaF4

LAION-DISCO-12M

Spectropia Suite: XVI. XYZ Theme

Listed as Debbie Harry, Elliott Sharp – Spectropia Suite: XVI. XYZ Theme (Elliott Sharp Edition, Vol. 6: Spectropia Suite) · Watch on YouTube

youtube_video iaEDbntjUYU · row iaEDbntjUYU

LAION-DISCO-12M

I'm Always Touched By Your Presence Dear (Live FM Broadcast Remastered) (FM Broadcast Wembley Stadium, London UK 13th July 1991 Remastered)

Listed as Debbie Harry – I'm Always Touched By Your Presence Dear (Live FM Broadcast Remastered) (FM Broadcast Wembley Stadium, London UK 13th July 1991 Remastered) (Legendary FM Broadcasts - Wembley Stadium, London 13th July 1991) · Watch on YouTube

youtube_video jvZ7aSNijcM · row jvZ7aSNijcM

LAION-DISCO-12M

Heat of the Moment (feat. Mecca Dawn)

Listed as Debbie Harry – Heat of the Moment (feat. Mecca Dawn) (Fit Right In) · Watch on YouTube

youtube_video keC6Las-aYU · row keC6Las-aYU

LAION-DISCO-12M

Command & Obey (Mayo Remix Remastered)

Listed as Debbie Harry, Mayo – Command & Obey (Mayo Remix Remastered) (Groove Thing (feat. Debbie Harry) "Command & Obey" Original Remixes) · Watch on YouTube

youtube_video o9X1CIXtZnk · row o9X1CIXtZnk

LAION-DISCO-12M

Spectropia Suite: X. Ostinato and Decay

Listed as Debbie Harry, Elliott Sharp – Spectropia Suite: X. Ostinato and Decay (Elliott Sharp Edition, Vol. 6: Spectropia Suite) · Watch on YouTube

youtube_video r8sf9hHt1Ds · row r8sf9hHt1Ds

LAION-DISCO-12M

Two Times Blue (The Stonebridge Dub)

Listed as Debbie Harry – Two Times Blue (The Stonebridge Dub) (Debbie Harry vs. Stonebridge) · Watch on YouTube

youtube_video sPRU_6sQi3Q · row sPRU_6sQi3Q

LAION-DISCO-12M

Spectropia Suite: IX. Then Again

Listed as Debbie Harry, Elliott Sharp – Spectropia Suite: IX. Then Again (Elliott Sharp Edition, Vol. 6: Spectropia Suite) · Watch on YouTube

youtube_video u18r5ZS0cxI · row u18r5ZS0cxI

LAION-DISCO-12M

Folding

Listed as Elliott Sharp, Debbie Harry – Folding (Spectropia Suite) · Watch on YouTube

youtube_video uJDiqI9grvE · row uJDiqI9grvE

LAION-DISCO-12M

Union City Blue (Live Broadcast 1991)

Listed as Debbie Harry – Union City Blue (Live Broadcast 1991) (Live Broadcast - 13th July 1991 Wembley Stadium) · Watch on YouTube

youtube_video upReUtlXurg · row upReUtlXurg

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.