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 Only in My Dreams (1997 Dance Edit), Where I Wanna Be, Promises (From "The Music In Me")

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.

Only in My Dreams (1997 Dance Edit)

Listed as Deborah Gibson – Only in My Dreams (1997 Dance Edit) (Deborah) · Watch on YouTube

youtube_video -Ezqbt4p_vw · row -Ezqbt4p_vw

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Where I Wanna Be

Listed as Deborah Gibson – Where I Wanna Be (Deborah) · Watch on YouTube

youtube_video 4rUb1DxsjKY · row 4rUb1DxsjKY

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Promises (From "The Music In Me")

Listed as Debbie Gibson – Promises (From "The Music In Me") (Promises (From "The Music In Me")) · Watch on YouTube

youtube_video 5F0ubV1IRY0 · row 5F0ubV1IRY0

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I Will Let You Go

Listed as Deborah Gibson – I Will Let You Go (Deborah) · Watch on YouTube

youtube_video 68CD0mguxAY · row 68CD0mguxAY

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Shake Your Love (Re-Recorded)

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

youtube_video 7_5VG5pqD_0 · row 7_5VG5pqD_0

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Strings

Listed as Debbie Gibson – Strings (The Body Remembers) · Watch on YouTube

youtube_video AHU3i-3mTbU · row AHU3i-3mTbU

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Electric Youth (Tracy Young NEWSTALGIA Radio Mix)

Listed as Debbie Gibson – Electric Youth (Tracy Young NEWSTALGIA Radio Mix) (Electric Youth (Tracy Young NEWSTALGIA Radio Mix)) · Watch on YouTube

youtube_video CF6UD33-5Eo · row CF6UD33-5Eo

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Foolish Beat (Instrumental Version)

Listed as Debbie Gibson – Foolish Beat (Instrumental Version) (Foolish Beat / Foolish Beat [Instrumental] [Digital 45]) · Watch on YouTube

youtube_video CmjGLxnh6sM · row CmjGLxnh6sM

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Let It Snow

Listed as Debbie Gibson – Let It Snow (Winterlicious) · Watch on YouTube

youtube_video EbAr9NckvAU · row EbAr9NckvAU

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What You Want

Listed as Deborah Gibson – What You Want (M.Y.O.B) · Watch on YouTube

youtube_video GHAxz-Y7K2w · row GHAxz-Y7K2w

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Sekaiju No Dareyori Kitto

Listed as Debbie Gibson – Sekaiju No Dareyori Kitto (MS. VOCALIST) · Watch on YouTube

youtube_video H8j5evuRBZ4 · row H8j5evuRBZ4

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Let's Run Away

Listed as Debbie Gibson – Let's Run Away (Think With Your Heart (Expanded Edition)) · Watch on YouTube

youtube_video HvY17HutlqY · row HvY17HutlqY

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Heartbreak Holiday (Duet with Joey Mcintyre)

Listed as Debbie Gibson, Joey McIntyre – Heartbreak Holiday (Duet with Joey Mcintyre) (Winterlicious) · Watch on YouTube

youtube_video MKvu1vybKTM · row MKvu1vybKTM

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Me Not Loving You

Listed as Debbie Gibson – Me Not Loving You (The Body Remembers) · Watch on YouTube

youtube_video OcITIyDG69U · row OcITIyDG69U

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Runway

Listed as Debbie Gibson – Runway (The Body Remembers) · Watch on YouTube

youtube_video P3sFhJOAoUg · row P3sFhJOAoUg

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One Step Ahead (Underground Mix)

Listed as Debbie Gibson – One Step Ahead (Underground Mix) (One Step Ahead (Masters at Work Mixes)) · Watch on YouTube

youtube_video P7S7jYHsk4s · row P7S7jYHsk4s

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You Don't Have To See

Listed as Debbie Gibson – You Don't Have To See (Think With Your Heart (Expanded Edition)) · Watch on YouTube

youtube_video SKlZK_YGBS0 · row SKlZK_YGBS0

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When I Say No

Listed as Debbie Gibson – When I Say No (Body, Mind & Soul) · Watch on YouTube

youtube_video Uk1M8PojkbI · row Uk1M8PojkbI

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How Can This Be?

Listed as Debbie Gibson – How Can This Be? (Body, Mind & Soul) · Watch on YouTube

youtube_video X8TlQ0t6lSQ · row X8TlQ0t6lSQ

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Hitomi O Tojite

Listed as Debbie Gibson – Hitomi O Tojite (MS. VOCALIST) · Watch on YouTube

youtube_video XEOdRcwSYJw · row XEOdRcwSYJw

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Negative Energy

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

youtube_video XFnj3RIQ4tQ · row XFnj3RIQ4tQ

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Dance 4U

Listed as Debbie Gibson – Dance 4U (The Body Remembers) · Watch on YouTube

youtube_video XLHBE6M9qnE · row XLHBE6M9qnE

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Two Young Kids

Listed as Debbie Gibson – Two Young Kids (Think With Your Heart (Expanded Edition)) · Watch on YouTube

youtube_video ZVS8f2VxLvQ · row ZVS8f2VxLvQ

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Free Me

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

youtube_video ZjmsBIt3faA · row ZjmsBIt3faA

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Try

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

youtube_video ard1APz716o · row ard1APz716o

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Don't You Want Me Now

Listed as Debbie Gibson – Don't You Want Me Now (Think With Your Heart (Expanded Edition)) · Watch on YouTube

youtube_video bLnuDiQszTo · row bLnuDiQszTo

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Lead Them Home My Dreams

Listed as Debbie Gibson – Lead Them Home My Dreams (Anything Is Possible) · Watch on YouTube

youtube_video bwi9oO8DXvE · row bwi9oO8DXvE

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Christmas Star

Listed as Debbie Gibson – Christmas Star (Winterlicious) · Watch on YouTube

youtube_video cq8WQAFXKss · row cq8WQAFXKss

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Kisses 4 One

Listed as Debbie Gibson – Kisses 4 One (Body, Mind & Soul) · Watch on YouTube

youtube_video cszqK2FkAn4 · row cszqK2FkAn4

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Think With Your Heart

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

youtube_video dy-H7gXqg2M · row dy-H7gXqg2M

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It Must've Been My Boy

Listed as Debbie Gibson – It Must've Been My Boy (Anything Is Possible) · Watch on YouTube

youtube_video eKBKwMb9CtI · row eKBKwMb9CtI

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Mood Swings

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

youtube_video eze6ItK6lKs · row eze6ItK6lKs

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The Body Remembers

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

youtube_video g5nebr3NKTE · row g5nebr3NKTE

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Deep Down

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

youtube_video hARvup3R4mE · row hARvup3R4mE

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Girls Night Out

Listed as Debbie Gibson – Girls Night Out (Girls Night Out) · Watch on YouTube

youtube_video hurN4MWfqf8 · row hurN4MWfqf8

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Little Birdie

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

youtube_video i7MXNTHgL8o · row i7MXNTHgL8o

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One Step Ahead

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

youtube_video iCB9LuyrGZY · row iCB9LuyrGZY

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Only In My Dreams (Extended Club Mix)

Listed as Debbie Gibson – Only In My Dreams (Extended Club Mix) (Club Mixes (Remixes)) · Watch on YouTube

youtube_video osCfTTpDfqE · row osCfTTpDfqE

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Let Me Entertain You (From "Gypsy")

Listed as Deborah Gibson – Let Me Entertain You (From "Gypsy") (Colored Lights) · Watch on YouTube

youtube_video p4lIbfky1aI · row p4lIbfky1aI

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Can't Do It Alone

Listed as Debbie Gibson – Can't Do It Alone (Think With Your Heart (Expanded Edition)) · Watch on YouTube

youtube_video rtVnvBCYkC0 · row rtVnvBCYkC0

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Reverse Psychology

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

youtube_video sbqVKdmyMKY · row sbqVKdmyMKY

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Stand Your Ground

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

youtube_video tsW1T0YGR6s · row tsW1T0YGR6s

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Do You Have It in Your Heart?

Listed as Debbie Gibson – Do You Have It in Your Heart? (Body, Mind & Soul) · Watch on YouTube

youtube_video u8bgc9qvdbI · row u8bgc9qvdbI

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Love or Money

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

youtube_video uFGVYfH7D00 · row uFGVYfH7D00

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Your Forever Girl

Listed as Debbie Gibson – Your Forever Girl (Your Forever Girl) · Watch on YouTube

youtube_video v9qvYVhTmOU · row v9qvYVhTmOU

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Hopelessly Devoted to You

Listed as Debbie Gibson – Hopelessly Devoted to You (Grease) · Watch on YouTube

youtube_video vjQ36TOS1u4 · row vjQ36TOS1u4

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Losin' Myself (Masters at Work 12" Version)

Listed as Debbie Gibson – Losin' Myself (Masters at Work 12" Version) (Greatest Hits) · Watch on YouTube

youtube_video wJADtJ9cey0 · row wJADtJ9cey0

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In His Mind

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

youtube_video wb1XIzLILPc · row wb1XIzLILPc

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Where Have You Been?

Listed as Debbie Gibson – Where Have You Been? (Anything Is Possible) · Watch on YouTube

youtube_video wj0DmbbENB0 · row wj0DmbbENB0

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Will You Love Me Tomorrow?

Listed as Debbie Gibson – Will You Love Me Tomorrow? (Think With Your Heart (Expanded Edition)) · Watch on YouTube

youtube_video xW5tJtYkqdw · row xW5tJtYkqdw

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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.