Yes. Debby Boone has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 When It's Just You And Me, When I Accepted You, A Little Broken Bread

Listed under the artist name 148 songs in LAION-DISCO-12M

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

When It's Just You And Me

Listed as Debby Boone – When It's Just You And Me (Love Has No Reason) · Watch on YouTube

youtube_video -LRERPMQk24 · row -LRERPMQk24

LAION-DISCO-12M

When I Accepted You

Listed as Debby Boone – When I Accepted You (Morningstar) · Watch on YouTube

youtube_video -__nRMK6emg · row -__nRMK6emg

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A Little Broken Bread

Listed as Debby Boone – A Little Broken Bread (Friends For Life) · Watch on YouTube

youtube_video 1FwGBwg8MKI · row 1FwGBwg8MKI

LAION-DISCO-12M

You Are There

Listed as Debby Boone – You Are There (Reflections Of Rosemary) · Watch on YouTube

youtube_video 1gYbigyeRu8 · row 1gYbigyeRu8

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The Lord Is So Good

Listed as Debby Boone – The Lord Is So Good (Choose Life) · Watch on YouTube

youtube_video 2-9vOOL7UVI · row 2-9vOOL7UVI

LAION-DISCO-12M

Find A Hurt And Heal It

Listed as Debby Boone – Find A Hurt And Heal It (Surrender) · Watch on YouTube

youtube_video 2Hb1fpV69to · row 2Hb1fpV69to

LAION-DISCO-12M

Masihlanganeni (Let Us Stand Together)

Listed as Debby Boone – Masihlanganeni (Let Us Stand Together) (Friends For Life) · Watch on YouTube

youtube_video 2kXXmPO4-GE · row 2kXXmPO4-GE

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With All Of My Love

Listed as Debby Boone – With All Of My Love (Debby Boone) · Watch on YouTube

youtube_video 2nnONLhvwIw · row 2nnONLhvwIw

LAION-DISCO-12M

That Old Black Magic

Listed as Debby Boone – That Old Black Magic (Swing This) · Watch on YouTube

youtube_video 2qi19_FKwg8 · row 2qi19_FKwg8

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I'm Gonna Live 'Till I Die

Listed as Debby Boone – I'm Gonna Live 'Till I Die (Swing This) · Watch on YouTube

youtube_video 4PnleSifLnI · row 4PnleSifLnI

LAION-DISCO-12M

Oh, No, Not My Baby

Listed as Debby Boone – Oh, No, Not My Baby (Midstream) · Watch on YouTube

youtube_video 5_KcQ17Igqg · row 5_KcQ17Igqg

LAION-DISCO-12M

Joyful, Joyful, We Adore Thee

Listed as Debby Boone – Joyful, Joyful, We Adore Thee (Be Thou My Vision) · Watch on YouTube

youtube_video 607D3tOQFTw · row 607D3tOQFTw

LAION-DISCO-12M

I'd Rather Leave While I'm In Love

Listed as Debby Boone – I'd Rather Leave While I'm In Love (Midstream) · Watch on YouTube

youtube_video 7n5gWcy1kwM · row 7n5gWcy1kwM

LAION-DISCO-12M

Time After Time

Listed as Debby Boone – Time After Time (Reflections Of Rosemary) · Watch on YouTube

youtube_video 8l38q1SQOMY · row 8l38q1SQOMY

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Only Wounded

Listed as Debby Boone – Only Wounded (Savin' It Up) · Watch on YouTube

youtube_video 8nDCntHeRGo · row 8nDCntHeRGo

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I Am Stone

Listed as Debby Boone – I Am Stone (With My Song) · Watch on YouTube

youtube_video 91bclnaBEOw · row 91bclnaBEOw

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Keep Rollin' On

Listed as Debby Boone – Keep Rollin' On (Surrender) · Watch on YouTube

youtube_video DJl-VLPO-QM · row DJl-VLPO-QM

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Love Put A Song In My Heart

Listed as Debby Boone – Love Put A Song In My Heart (Love Has No Reason) · Watch on YouTube

youtube_video DiF_ODp2b2A · row DiF_ODp2b2A

LAION-DISCO-12M

Blessing

Listed as Debby Boone – Blessing (Surrender) · Watch on YouTube

youtube_video EWD3fq6NyNE · row EWD3fq6NyNE

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I'll Be Home For Christmas

Listed as Debby Boone – I'll Be Home For Christmas (Home For Christmas) · Watch on YouTube

youtube_video FubPKKTOPBQ · row FubPKKTOPBQ

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I've Grown Accustomed To His Face

Listed as Debby Boone – I've Grown Accustomed To His Face (Reflections Of Rosemary) · Watch on YouTube

youtube_video HzPweyA3yOg · row HzPweyA3yOg

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Pressure Points

Listed as Debby Boone – Pressure Points (Choose Life) · Watch on YouTube

youtube_video I5E7YSCO8DA · row I5E7YSCO8DA

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I'm So Lonesome I Could Cry

Listed as Debby Boone – I'm So Lonesome I Could Cry (Reflections Of Rosemary) · Watch on YouTube

youtube_video Ij6zB5epIYI · row Ij6zB5epIYI

LAION-DISCO-12M

Choose Life

Listed as Debby Boone – Choose Life (Choose Life) · Watch on YouTube

youtube_video IqbDgn0W_So · row IqbDgn0W_So

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Snow

Listed as John Driskell Hopkins, Yacht Rock Revue, Debby Boone – Snow (Snow) · Watch on YouTube

youtube_video IvRNAkfCjHY · row IvRNAkfCjHY

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Blue Skies

Listed as Debby Boone – Blue Skies (Reflections Of Rosemary) · Watch on YouTube

youtube_video LrIv7Tu4tSc · row LrIv7Tu4tSc

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Just When I Needed A Love Song

Listed as Debby Boone – Just When I Needed A Love Song (Love Has No Reason) · Watch on YouTube

youtube_video MVhes5CDWt0 · row MVhes5CDWt0

LAION-DISCO-12M

Holy Father

Listed as Debby Boone – Holy Father (Morningstar) · Watch on YouTube

youtube_video Ojv3A0fhpAg · row Ojv3A0fhpAg

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Meet Me On the Dance Floor

Listed as Debby Boone – Meet Me On the Dance Floor (Debby Boone) · Watch on YouTube

youtube_video U2mA9ehF5ic · row U2mA9ehF5ic

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Friends For Life

Listed as Debby Boone – Friends For Life (Friends For Life) · Watch on YouTube

youtube_video V6LKPsCn9mM · row V6LKPsCn9mM

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Sing Sing Sing

Listed as Debby Boone – Sing Sing Sing (Swing This) · Watch on YouTube

youtube_video _VDwGiuQovE · row _VDwGiuQovE

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Girl Don't Come

Listed as Debby Boone – Girl Don't Come (Debby Boone) · Watch on YouTube

youtube_video _tgMrxXLGUc · row _tgMrxXLGUc

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Get Me To The Church On Time

Listed as Debby Boone – Get Me To The Church On Time (Swing This) · Watch on YouTube

youtube_video aNAgpazSlCI · row aNAgpazSlCI

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O Holy One

Listed as Debby Boone – O Holy One (Surrender) · Watch on YouTube

youtube_video aYlGhcHfE9k · row aYlGhcHfE9k

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Lift Him Up

Listed as Debby Boone – Lift Him Up (Surrender) · Watch on YouTube

youtube_video b3eIG2fG3Jc · row b3eIG2fG3Jc

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Teach Me How To Love

Listed as Debby Boone – Teach Me How To Love (Choose Life) · Watch on YouTube

youtube_video bXYvH0CGwAU · row bXYvH0CGwAU

LAION-DISCO-12M

The Worst That Could Happen

Listed as Debby Boone – The Worst That Could Happen (Debby Boone) · Watch on YouTube

youtube_video cYawf423Ldw · row cYawf423Ldw

LAION-DISCO-12M

If Ever

Listed as Debby Boone – If Ever (With My Song) · Watch on YouTube

youtube_video ckSYyI58UgI · row ckSYyI58UgI

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Take It Like A Woman

Listed as Debby Boone – Take It Like A Woman (Love Has No Reason) · Watch on YouTube

youtube_video ddmObhpXZNI · row ddmObhpXZNI

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Cry Me A River

Listed as Debby Boone – Cry Me A River (Swing This) · Watch on YouTube

youtube_video gjk5v2ik2Wo · row gjk5v2ik2Wo

LAION-DISCO-12M

Breakin' In a Brand New Broken Heart

Listed as Debby Boone – Breakin' In a Brand New Broken Heart (Debby Boone) · Watch on YouTube

youtube_video i_9YORbm2YY · row i_9YORbm2YY

LAION-DISCO-12M

Brass Rings and Day Dreams

Listed as Debby Boone – Brass Rings and Day Dreams (The Magic Of Lassie (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video lhxvzQgRUeM · row lhxvzQgRUeM

LAION-DISCO-12M

Sway

Listed as Debby Boone – Sway (Swing This) · Watch on YouTube

youtube_video niqFgLNmKks · row niqFgLNmKks

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Don't You Love Me Anymore

Listed as Debby Boone – Don't You Love Me Anymore (Midstream) · Watch on YouTube

youtube_video q6klcdGSuXw · row q6klcdGSuXw

LAION-DISCO-12M

What Becomes Of My World

Listed as Debby Boone – What Becomes Of My World (Midstream) · Watch on YouTube

youtube_video qDUtMHn0PUY · row qDUtMHn0PUY

LAION-DISCO-12M

These Boots Are Made For Walkin'

Listed as Debby Boone – These Boots Are Made For Walkin' (Swing This) · Watch on YouTube

youtube_video shO_J2Ryqzw · row shO_J2Ryqzw

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Jamie

Listed as Debby Boone – Jamie (Debby Boone) · Watch on YouTube

youtube_video tVCMWhewS84 · row tVCMWhewS84

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Lord, I Believe

Listed as Debby Boone – Lord, I Believe (With My Song) · Watch on YouTube

youtube_video tew5Ww6gFBg · row tew5Ww6gFBg

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It Might As Well Be Spring

Listed as Debby Boone – It Might As Well Be Spring (Reflections Of Rosemary) · Watch on YouTube

youtube_video uBd8RMPfGEE · row uBd8RMPfGEE

LAION-DISCO-12M

Make Me Ready

Listed as Debby Boone – Make Me Ready (Friends For Life) · Watch on YouTube

youtube_video xPFIQ5sSBnE · row xPFIQ5sSBnE

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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.