Yes. Deborah Cox 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 Play Your Part (Leading Role Club Mix), We Can't Be Friends, Something Happened on the Way to Heaven

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.

Play Your Part (Leading Role Club Mix)

Listed as Deborah Cox – Play Your Part (Leading Role Club Mix) (Remixed) · Watch on YouTube

youtube_video 1o_NPER_oF0 · row 1o_NPER_oF0

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We Can't Be Friends

Listed as Deborah Cox – We Can't Be Friends (One Wish) · Watch on YouTube

youtube_video 27dhgYLkyB8 · row 27dhgYLkyB8

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Something Happened on the Way to Heaven

Listed as Deborah Cox – Something Happened on the Way to Heaven (Ultimate Deborah Cox) · Watch on YouTube

youtube_video 33yYDQd-E_M · row 33yYDQd-E_M

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Mr. Lonely (Hex Hector/Mac Quayle Main Club Mix/Widelife Mix)

Listed as Deborah Cox – Mr. Lonely (Hex Hector/Mac Quayle Main Club Mix/Widelife Mix) (Remixed) · Watch on YouTube

youtube_video 3Wfh48YJUzA · row 3Wfh48YJUzA

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Things Just Ain't The Same

Listed as Deborah Cox – Things Just Ain't The Same (Dance Vault Remixes - Things Just Ain't The Same) · Watch on YouTube

youtube_video 3sJyTPbRjgE · row 3sJyTPbRjgE

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Absolutely Not (Radio Edit)

Listed as Deborah Cox – Absolutely Not (Radio Edit) (Dr. Dolittle 2) · Watch on YouTube

youtube_video 4NPvtw2c-ik · row 4NPvtw2c-ik

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Play Your Part

Listed as Deborah Cox – Play Your Part (The Morning After) · Watch on YouTube

youtube_video 6OBVP9Pkv3I · row 6OBVP9Pkv3I

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One Day You Will

Listed as Deborah Cox – One Day You Will (One Wish) · Watch on YouTube

youtube_video 6d_Hk2Pg1As · row 6d_Hk2Pg1As

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Never Gonna Break My Heart Again

Listed as Deborah Cox – Never Gonna Break My Heart Again (Deborah Cox) · Watch on YouTube

youtube_video 91gGPFTCyc8 · row 91gGPFTCyc8

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September

Listed as Deborah Cox – September (One Wish) · Watch on YouTube

youtube_video 91inxBNMDZQ · row 91inxBNMDZQ

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Sentimental

Listed as Deborah Cox – Sentimental (Deborah Cox) · Watch on YouTube

youtube_video 9aM896Qba4M · row 9aM896Qba4M

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Just Be Good to Me

Listed as Deborah Cox – Just Be Good to Me (Deborah Cox) · Watch on YouTube

youtube_video BEPNslV0N28 · row BEPNslV0N28

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Nobody's Supposed To Be Here (Hex Hector Club Mix)

Listed as Deborah Cox – Nobody's Supposed To Be Here (Hex Hector Club Mix) (Remixed) · Watch on YouTube

youtube_video CRqZ2wBFZ5k · row CRqZ2wBFZ5k

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Nobody's Supposed to Be Here (Dance Mix)

Listed as Deborah Cox – Nobody's Supposed to Be Here (Dance Mix) (One Wish) · Watch on YouTube

youtube_video Fi_eCBEdO5k · row Fi_eCBEdO5k

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Hurt So Much

Listed as Deborah Cox – Hurt So Much (The Morning After) · Watch on YouTube

youtube_video HzoHQ83_KI0 · row HzoHQ83_KI0

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My First Night With You

Listed as Deborah Cox – My First Night With You (Deborah Cox) · Watch on YouTube

youtube_video J1yq5awV4ys · row J1yq5awV4ys

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Believe In Yourself

Listed as Deborah Cox – Believe In Yourself (THE WIZ (2024 Broadway Cast Recording)) · Watch on YouTube

youtube_video JMrBaWX4icU · row JMrBaWX4icU

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Beautiful U R

Listed as Deborah Cox – Beautiful U R (The Promise) · Watch on YouTube

youtube_video KlkAFhmyeXw · row KlkAFhmyeXw

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I'm Your Natural Woman

Listed as Deborah Cox – I'm Your Natural Woman (Deborah Cox) · Watch on YouTube

youtube_video MC4zl25qm7k · row MC4zl25qm7k

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Who Do U Love (David Morales Mix)

Listed as Deborah Cox – Who Do U Love (David Morales Mix) (Deborah Cox) · Watch on YouTube

youtube_video NOWBm1sbvOI · row NOWBm1sbvOI

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Easy Way

Listed as Deborah Cox – Easy Way (Easy Way) · Watch on YouTube

youtube_video Pah8V25KIGs · row Pah8V25KIGs

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Things Just Ain't The Same (Hex Hector Club Mix)

Listed as Deborah Cox – Things Just Ain't The Same (Hex Hector Club Mix) (Remixed) · Watch on YouTube

youtube_video PjOEZTrf3gw · row PjOEZTrf3gw

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Absolutely Not (Chanel Club Extended Mix Edit)

Listed as Deborah Cox – Absolutely Not (Chanel Club Extended Mix Edit) (The Morning After) · Watch on YouTube

youtube_video SRN4kfSDaxo · row SRN4kfSDaxo

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The Windows Of The World

Listed as Dionne Warwick, Angie Stone, Chanté Moore, Deborah Cox – The Windows Of The World (My Friends & Me) · Watch on YouTube

youtube_video UJuf2nMm2MM · row UJuf2nMm2MM

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It's Over Now

Listed as Deborah Cox – It's Over Now (Memories Wave) · Watch on YouTube

youtube_video WwYrMZKzbwk · row WwYrMZKzbwk

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I Never Knew

Listed as Deborah Cox – I Never Knew (One Wish) · Watch on YouTube

youtube_video XQ4wFCmmA9s · row XQ4wFCmmA9s

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Same Script, Different Cast

Listed as Whitney Houston, Deborah Cox – Same Script, Different Cast (Whitney: The Greatest Hits) · Watch on YouTube

youtube_video XrzvnBHcodk · row XrzvnBHcodk

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Thy Will Be Done

Listed as Deborah Cox – Thy Will Be Done (Kingdom Come - The Soundtrack) · Watch on YouTube

youtube_video ZfMsQkLDM5U · row ZfMsQkLDM5U

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I Never Knew (Hani Anthem Vocal Mix)

Listed as Deborah Cox – I Never Knew (Hani Anthem Vocal Mix) (Remixed) · Watch on YouTube

youtube_video _dPONKbm1B8 · row _dPONKbm1B8

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Sound Of My Tears

Listed as Deborah Cox – Sound Of My Tears (Deborah Cox) · Watch on YouTube

youtube_video dgan0QDjef8 · row dgan0QDjef8

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Did You Ever Love Me

Listed as Deborah Cox – Did You Ever Love Me (The Promise) · Watch on YouTube

youtube_video e6lyZusbVRI · row e6lyZusbVRI

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Who Do U Love

Listed as Deborah Cox – Who Do U Love (Deborah Cox) · Watch on YouTube

youtube_video iRe2yC7zFNI · row iRe2yC7zFNI

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Things Just Ain't The Same (Kek'star Remix)

Listed as Deborah Cox, Kek'star – Things Just Ain't The Same (Kek'star Remix) (Things Just Ain't The Same (Kek'star Remix)) · Watch on YouTube

youtube_video jPXW4-GLkWc · row jPXW4-GLkWc

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He’s The Wizard

Listed as Deborah Cox, THE WIZ Cast – He’s The Wizard (THE WIZ (2024 Broadway Cast Recording)) · Watch on YouTube

youtube_video j_eZAwtJQZU · row j_eZAwtJQZU

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Up & Down (Allstar Remix (Radio Edit)) (feat. Jadakiss)

Listed as Deborah Cox – Up & Down (Allstar Remix (Radio Edit)) (feat. Jadakiss) (The Morning After) · Watch on YouTube

youtube_video kby0F2C5ryM · row kby0F2C5ryM

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Up & Down

Listed as Deborah Cox – Up & Down (The Morning After) · Watch on YouTube

youtube_video kk5XF6krfH8 · row kk5XF6krfH8

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What You Owe

Listed as Deborah Cox – What You Owe (First Wives Club (Music from the BET+ Original Series)) · Watch on YouTube

youtube_video lMjcUtmRKno · row lMjcUtmRKno

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I Never Knew (Hani Remix)

Listed as Deborah Cox – I Never Knew (Hani Remix) (Ultimate Deborah Cox) · Watch on YouTube

youtube_video lPPQ0Q_Pfvc · row lPPQ0Q_Pfvc

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This Nearly was Mine

Listed as Billy Porter, Deborah Cox – This Nearly was Mine (Billy Porter Presents: The Soul of Richard Rodgers) · Watch on YouTube

youtube_video llKn2LAOxZc · row llKn2LAOxZc

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Couldn't We

Listed as Deborah Cox – Couldn't We (One Wish) · Watch on YouTube

youtube_video mBPD6C3Ep54 · row mBPD6C3Ep54

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I Won't Give Up

Listed as Deborah Cox – I Won't Give Up (One Wish) · Watch on YouTube

youtube_video mURcaqAI1go · row mURcaqAI1go

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Everybody Dance (Offer Nissim Radio)

Listed as Deborah Cox – Everybody Dance (Offer Nissim Radio) (Everybody Dance) · Watch on YouTube

youtube_video mnRydtPztDE · row mnRydtPztDE

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Where Do We Go from Here

Listed as Deborah Cox – Where Do We Go from Here (Deborah Cox) · Watch on YouTube

youtube_video niyuDKCBqzU · row niyuDKCBqzU

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Things Just Ain't The Same (Dance Mix)

Listed as Deborah Cox – Things Just Ain't The Same (Dance Mix) (One Wish) · Watch on YouTube

youtube_video o4Zon1WWhjY · row o4Zon1WWhjY

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The Morning After

Listed as Deborah Cox – The Morning After (The Morning After) · Watch on YouTube

youtube_video oTPn_xtFcZQ · row oTPn_xtFcZQ

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Love Is On The Way

Listed as Deborah Cox – Love Is On The Way (One Wish) · Watch on YouTube

youtube_video rx-JjWkkzx0 · row rx-JjWkkzx0

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It's Over Now

Listed as Deborah Cox – It's Over Now (One Wish) · Watch on YouTube

youtube_video ugY10w-nMaQ · row ugY10w-nMaQ

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Nobody's Supposed to Be Here

Listed as Deborah Cox – Nobody's Supposed to Be Here (One Wish) · Watch on YouTube

youtube_video w-v67kCQ1I4 · row w-v67kCQ1I4

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Easy as Life (Offer Nissim Club)

Listed as Deborah Cox – Easy as Life (Offer Nissim Club) (Everybody Dance) · Watch on YouTube

youtube_video xC0eAgYtXIQ · row xC0eAgYtXIQ

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More Than I Knew

Listed as Deborah Cox – More Than I Knew (More Than I Knew) · Watch on YouTube

youtube_video zH8fRszejZQ · row zH8fRszejZQ

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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.