Yes. Debbie Gibson has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 We Could Be Together, Out of the Blue, Only in My Dreams

Listed under the artist name 149 songs in LAION-DISCO-12M

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

We Could Be Together

Listed as Debbie Gibson – We Could Be Together (Electric Youth) · Watch on YouTube

youtube_video 2VvGEjZJCDU · row 2VvGEjZJCDU

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Out of the Blue

Listed as Debbie Gibson – Out of the Blue (Out Of The Blue) · Watch on YouTube

youtube_video 3Gtc9XB7oC0 · row 3Gtc9XB7oC0

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Only in My Dreams

Listed as Debbie Gibson – Only in My Dreams (Out Of The Blue) · Watch on YouTube

youtube_video 4PfMPfR_hVM · row 4PfMPfR_hVM

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Helplessly in Love

Listed as Debbie Gibson – Helplessly in Love (Electric Youth) · Watch on YouTube

youtube_video 5E3w0FWI5d4 · row 5E3w0FWI5d4

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Snake Charmer (From the Motion Picture "Mega Python Vs. Gatoroid")

Listed as Debbie Gibson – Snake Charmer (From the Motion Picture "Mega Python Vs. Gatoroid") (Snake Charmer (From the Motion Picture "Mega Python Vs. Gatoroid")) · Watch on YouTube

youtube_video 6-EQAgQEVS4 · row 6-EQAgQEVS4

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Love Don't Care

Listed as Debbie Gibson – Love Don't Care (The Body Remembers) · Watch on YouTube

youtube_video 65rAqCIUuds · row 65rAqCIUuds

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This So-Called Miracle

Listed as Debbie Gibson – This So-Called Miracle (Anything Is Possible) · Watch on YouTube

youtube_video 68jWvtMXsuk · row 68jWvtMXsuk

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Electric Youth

Listed as Debbie Gibson – Electric Youth (Electric Youth) · Watch on YouTube

youtube_video 6QIoNzNhjfQ · row 6QIoNzNhjfQ

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Roman Hikou

Listed as Debbie Gibson – Roman Hikou (MS. VOCALIST) · Watch on YouTube

youtube_video 7-5nj7Cu71w · row 7-5nj7Cu71w

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Robinson

Listed as Debbie Gibson – Robinson (MS. VOCALIST) · Watch on YouTube

youtube_video 82YvH-Fxhow · row 82YvH-Fxhow

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Sure

Listed as Debbie Gibson – Sure (Anything Is Possible) · Watch on YouTube

youtube_video A1eyFPUqzcw · row A1eyFPUqzcw

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Fallen Angel

Listed as Debbie Gibson – Fallen Angel (Out Of The Blue) · Watch on YouTube

youtube_video AqNZFzLQTX8 · row AqNZFzLQTX8

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Another Brick Falls

Listed as Debbie Gibson – Another Brick Falls (Anything Is Possible) · Watch on YouTube

youtube_video DR6LUFD8Ec4 · row DR6LUFD8Ec4

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Tsunami

Listed as Debbie Gibson – Tsunami (MS. VOCALIST) · Watch on YouTube

youtube_video DUeBwsim-Wk · row DUeBwsim-Wk

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I Love You

Listed as Debbie Gibson – I Love You (MS. VOCALIST) · Watch on YouTube

youtube_video EECrZdqz9cs · row EECrZdqz9cs

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Between the Lines

Listed as Debbie Gibson – Between the Lines (Out Of The Blue) · Watch on YouTube

youtube_video FawheKBjBfo · row FawheKBjBfo

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Lost in Your Eyes (Re-Recorded)

Listed as Debbie Gibson – Lost in Your Eyes (Re-Recorded) (Ladies of the '70s & '80s) · Watch on YouTube

youtube_video H1dRfoN4UQs · row H1dRfoN4UQs

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We Could Be Together (Campfire Mix)

Listed as Debbie Gibson – We Could Be Together (Campfire Mix) (Electric Youth) · Watch on YouTube

youtube_video HMIyUIbOIlI · row HMIyUIbOIlI

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One Hand, One Heart

Listed as Debbie Gibson – One Hand, One Heart (Anything Is Possible) · Watch on YouTube

youtube_video JNSXvEU1xbk · row JNSXvEU1xbk

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Who Loves Ya Baby?

Listed as Debbie Gibson – Who Loves Ya Baby? (Electric Youth) · Watch on YouTube

youtube_video Jxzku-Vqiks · row Jxzku-Vqiks

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For Better Or Worse

Listed as Debbie Gibson – For Better Or Worse (Think With Your Heart (Expanded Edition)) · Watch on YouTube

youtube_video KJOH5wgGKME · row KJOH5wgGKME

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Girls Night Out (#Vegasvibe Remix)

Listed as Debbie Gibson – Girls Night Out (#Vegasvibe Remix) (The Body Remembers) · Watch on YouTube

youtube_video LlYMJou1zE4 · row LlYMJou1zE4

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Love in Disguise

Listed as Debbie Gibson – Love in Disguise (Electric Youth) · Watch on YouTube

youtube_video MCXWqkYyeoE · row MCXWqkYyeoE

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Say Yes

Listed as Debbie Gibson – Say Yes (MS. VOCALIST) · Watch on YouTube

youtube_video MFivC0ufWgI · row MFivC0ufWgI

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Over the Wall

Listed as Debbie Gibson – Over the Wall (Electric Youth) · Watch on YouTube

youtube_video NcFBA_yccAk · row NcFBA_yccAk

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Shock Your Mama

Listed as Debbie Gibson – Shock Your Mama (Body, Mind & Soul) · Watch on YouTube

youtube_video OYqALkwHDHM · row OYqALkwHDHM

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Red Hot

Listed as Debbie Gibson – Red Hot (Out Of The Blue) · Watch on YouTube

youtube_video PaXWzyMRjx0 · row PaXWzyMRjx0

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Anything Is Possible

Listed as Debbie Gibson – Anything Is Possible (Anything Is Possible) · Watch on YouTube

youtube_video PytXN5guhFw · row PytXN5guhFw

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Lost in Your Eyes, The Duet

Listed as Debbie Gibson, Joey McIntyre – Lost in Your Eyes, The Duet (The Body Remembers) · Watch on YouTube

youtube_video QqhzmI7yEE8 · row QqhzmI7yEE8

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Didn't Have The Heart

Listed as Debbie Gibson – Didn't Have The Heart (Think With Your Heart (Expanded Edition)) · Watch on YouTube

youtube_video ReQcFAp6Emw · row ReQcFAp6Emw

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Goodbye

Listed as Debbie Gibson – Goodbye (Body, Mind & Soul) · Watch on YouTube

youtube_video UtmWJ5m1P5c · row UtmWJ5m1P5c

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Shake Your Love (Vocal/Club Mix)

Listed as Debbie Gibson – Shake Your Love (Vocal/Club Mix) (Atlantic 60th: On The Dance Floor Vol. 3) · Watch on YouTube

youtube_video Z3dOoCVsEbY · row Z3dOoCVsEbY

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Suddenly

Listed as Debbie Gibson – Suddenly (MS. VOCALIST) · Watch on YouTube

youtube_video aU_u83mhrzs · row aU_u83mhrzs

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Losin' Myself

Listed as Debbie Gibson – Losin' Myself (Body, Mind & Soul) · Watch on YouTube

youtube_video agXJVDpSXyE · row agXJVDpSXyE

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Only in My Dreams

Listed as Debbie Gibson – Only in My Dreams (The Studio Album Collection 1987-1993) · Watch on YouTube

youtube_video eDcAXZ2vEQ0 · row eDcAXZ2vEQ0

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Shake Your Love

Listed as Debbie Gibson – Shake Your Love (Out Of The Blue) · Watch on YouTube

youtube_video f2986F5yMMk · row f2986F5yMMk

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Summer Nights

Listed as Craig McLachlan, Debbie Gibson – Summer Nights (Grease) · Watch on YouTube

youtube_video gE62zVWyrcs · row gE62zVWyrcs

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Silence Speaks (A Thousand Words)

Listed as Debbie Gibson – Silence Speaks (A Thousand Words) (Electric Youth) · Watch on YouTube

youtube_video kU60dwNw6wg · row kU60dwNw6wg

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Should've Been the One

Listed as Debbie Gibson – Should've Been the One (Electric Youth) · Watch on YouTube

youtube_video kuKfuaW0asQ · row kuKfuaW0asQ

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One Step Closer

Listed as Debbie Gibson – One Step Closer (The Body Remembers) · Watch on YouTube

youtube_video lhfbw66CkHE · row lhfbw66CkHE

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Electric Youth (Tracy Young Newstalgia Remix)

Listed as Debbie Gibson – Electric Youth (Tracy Young Newstalgia Remix) (Electric Youth (Tracy Young Newstalgia Remix)) · Watch on YouTube

youtube_video n997LD4qOsE · row n997LD4qOsE

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You're the One That I Want

Listed as Craig McLachlan, Debbie Gibson – You're the One That I Want (Grease) · Watch on YouTube

youtube_video n9nn2jmIsu4 · row n9nn2jmIsu4

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No More Rhyme

Listed as Debbie Gibson – No More Rhyme (Electric Youth) · Watch on YouTube

youtube_video oZpRmtSE4-Q · row oZpRmtSE4-Q

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Play the Field

Listed as Debbie Gibson – Play the Field (Out Of The Blue) · Watch on YouTube

youtube_video pGThdHE9kqI · row pGThdHE9kqI

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Foolish Beat

Listed as Debbie Gibson – Foolish Beat (Out Of The Blue) · Watch on YouTube

youtube_video rFI0FTKCnqs · row rFI0FTKCnqs

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Lost in Your Eyes

Listed as Debbie Gibson – Lost in Your Eyes (Electric Youth) · Watch on YouTube

youtube_video rjHhzcy_v_s · row rjHhzcy_v_s

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Sleigh Ride

Listed as Debbie Gibson – Sleigh Ride (Winterlicious) · Watch on YouTube

youtube_video rkW5gUvfdaA · row rkW5gUvfdaA

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Shades of the Past

Listed as Debbie Gibson – Shades of the Past (Electric Youth) · Watch on YouTube

youtube_video tDEwcsbTw8o · row tDEwcsbTw8o

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Wake up to Love

Listed as Debbie Gibson – Wake up to Love (Out Of The Blue) · Watch on YouTube

youtube_video v0-hLW3VQuI · row v0-hLW3VQuI

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Staying Together

Listed as Debbie Gibson – Staying Together (Out Of The Blue) · Watch on YouTube

youtube_video xOGrocHAKZo · row xOGrocHAKZo

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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.