Yes. Toni Braxton has 146 songs listed in a dataset used to train AI music models.

Used for training 146

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 I Wanna Be (Your Baby), Fairy Tale, Un-Break My Heart (Spanish Version)

Listed under the artist name 146 songs in LAION-DISCO-12M

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

I Wanna Be (Your Baby)

Listed as Toni Braxton – I Wanna Be (Your Baby) (Libra) · Watch on YouTube

youtube_video -qsis3uQUdc · row -qsis3uQUdc

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Fairy Tale

Listed as Toni Braxton – Fairy Tale (The Heat) · Watch on YouTube

youtube_video 2WsTcnZMEuA · row 2WsTcnZMEuA

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Un-Break My Heart (Spanish Version)

Listed as Toni Braxton – Un-Break My Heart (Spanish Version) (Completamente Enamorados 2) · Watch on YouTube

youtube_video 3XddIzX2TLQ · row 3XddIzX2TLQ

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The D Word

Listed as Toni Braxton, Babyface – The D Word (Love, Marriage‎ & Divorce) · Watch on YouTube

youtube_video 3tkJBfpigA8 · row 3tkJBfpigA8

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He Wasn't Man Enough

Listed as Toni Braxton – He Wasn't Man Enough (The Heat) · Watch on YouTube

youtube_video 4KHjxlIC4F8 · row 4KHjxlIC4F8

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How Many Ways

Listed as Toni Braxton – How Many Ways (Toni Braxton) · Watch on YouTube

youtube_video 5eGGSkHUTA0 · row 5eGGSkHUTA0

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Love Shoulda Brought You Home

Listed as Toni Braxton – Love Shoulda Brought You Home (Boomerang) · Watch on YouTube

youtube_video 7bYr4RUx3Fw · row 7bYr4RUx3Fw

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Another Sad Love Song

Listed as Toni Braxton – Another Sad Love Song (Toni Braxton) · Watch on YouTube

youtube_video 8WgUQAlxf5o · row 8WgUQAlxf5o

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If You Dream

Listed as Tank, Tyrese, Toni Braxton, Jordin Sparks – If You Dream (More Than A Game) · Watch on YouTube

youtube_video 8f4-f7aKfhA · row 8f4-f7aKfhA

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Seven Whole Days

Listed as Toni Braxton – Seven Whole Days (Toni Braxton) · Watch on YouTube

youtube_video AjBCAWKzZWA · row AjBCAWKzZWA

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I'm Still Breathing

Listed as Toni Braxton – I'm Still Breathing (The Heat) · Watch on YouTube

youtube_video BixNWhr2TIg · row BixNWhr2TIg

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Take It Back

Listed as Toni Braxton, Babyface – Take It Back (Love, Marriage‎ & Divorce) · Watch on YouTube

youtube_video CGYQ3x-FPio · row CGYQ3x-FPio

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Just Be A Man About It

Listed as Toni Braxton – Just Be A Man About It (The Heat) · Watch on YouTube

youtube_video Dn5rx1i5uh8 · row Dn5rx1i5uh8

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Hit the Freeway (Radio Version with Rap) (feat. Loon)

Listed as Toni Braxton – Hit the Freeway (Radio Version with Rap) (feat. Loon) (More Than A Woman) · Watch on YouTube

youtube_video G82HwYyPHVI · row G82HwYyPHVI

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Gotta Move On (feat. H.E.R.)

Listed as Toni Braxton – Gotta Move On (feat. H.E.R.) (Spell My Name) · Watch on YouTube

youtube_video I0Fo6wneGS0 · row I0Fo6wneGS0

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Please

Listed as Toni Braxton – Please (Libra) · Watch on YouTube

youtube_video ILWhdpbtBlo · row ILWhdpbtBlo

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How Could an Angel Break My Heart

Listed as Toni Braxton, Kenny G – How Could an Angel Break My Heart (Secrets) · Watch on YouTube

youtube_video J-DvEDA5LJk · row J-DvEDA5LJk

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Talking In His Sleep

Listed as Toni Braxton – Talking In His Sleep (Secrets (Remix Package)) · Watch on YouTube

youtube_video JKe9QjK0BsQ · row JKe9QjK0BsQ

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Un-Break My Heart

Listed as Toni Braxton – Un-Break My Heart (Secrets (Remix Package)) · Watch on YouTube

youtube_video KP6Cx9gFzVM · row KP6Cx9gFzVM

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Reunited

Listed as Toni Braxton, Babyface – Reunited (Love, Marriage‎ & Divorce) · Watch on YouTube

youtube_video N6iG0_5tpIE · row N6iG0_5tpIE

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Breathe Again

Listed as Toni Braxton – Breathe Again (Toni Braxton) · Watch on YouTube

youtube_video NYMTFrBerNM · row NYMTFrBerNM

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Long As I Live

Listed as Toni Braxton – Long As I Live (Sex & Cigarettes) · Watch on YouTube

youtube_video OssN_8U3m-4 · row OssN_8U3m-4

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Woman

Listed as Toni Braxton – Woman (Pulse) · Watch on YouTube

youtube_video RLBh1-wxwkM · row RLBh1-wxwkM

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Hurt You

Listed as Toni Braxton, Babyface – Hurt You (Love, Marriage‎ & Divorce) · Watch on YouTube

youtube_video S7DHjcF6__Q · row S7DHjcF6__Q

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You're Makin' Me High

Listed as Toni Braxton – You're Makin' Me High (Secrets (Remix Package)) · Watch on YouTube

youtube_video SOWJuln89xo · row SOWJuln89xo

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I Love Me Some Him

Listed as Toni Braxton – I Love Me Some Him (Secrets (Remix Package)) · Watch on YouTube

youtube_video Ug--BxVdH_M · row Ug--BxVdH_M

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Speaking In Tongues

Listed as Toni Braxton – Speaking In Tongues (The Heat) · Watch on YouTube

youtube_video VgVsFjfNmgU · row VgVsFjfNmgU

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Let It Flow (from "Waiting to Exhale" Original Soundtrack)

Listed as Toni Braxton – Let It Flow (from "Waiting to Exhale" Original Soundtrack) (Secrets (Remix Package)) · Watch on YouTube

youtube_video W1vvwhUei98 · row W1vvwhUei98

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Why Should I Care

Listed as Toni Braxton – Why Should I Care (Secrets (Remix Package)) · Watch on YouTube

youtube_video ZTK93cbIU3k · row ZTK93cbIU3k

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Roller Coaster

Listed as Toni Braxton, Babyface – Roller Coaster (Love, Marriage‎ & Divorce) · Watch on YouTube

youtube_video _iELssbqsrY · row _iELssbqsrY

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Find Me a Man

Listed as Toni Braxton – Find Me a Man (Secrets (Remix Package)) · Watch on YouTube

youtube_video aIrs4wdAIww · row aIrs4wdAIww

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Yesterday [Toni/Trey Version] (feat. Trey Songz)

Listed as Toni Braxton – Yesterday [Toni/Trey Version] (feat. Trey Songz) (Yesterday) · Watch on YouTube

youtube_video bY7jsivfN2Q · row bY7jsivfN2Q

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Spanish Guitar

Listed as Toni Braxton – Spanish Guitar (The Heat) · Watch on YouTube

youtube_video czFLKT8MBqI · row czFLKT8MBqI

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Sweat

Listed as Toni Braxton, Babyface – Sweat (Love, Marriage‎ & Divorce) · Watch on YouTube

youtube_video f2eYvjO28L0 · row f2eYvjO28L0

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How Many Ways (R. Kelly Remix)

Listed as Toni Braxton – How Many Ways (R. Kelly Remix) (The Essential Toni Braxton) · Watch on YouTube

youtube_video fXHUPMXGAfg · row fXHUPMXGAfg

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Yesterday

Listed as Toni Braxton – Yesterday (Yesterday) · Watch on YouTube

youtube_video gg7ODSPrU2o · row gg7ODSPrU2o

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Trippin' (That's the Way Love Works)

Listed as Toni Braxton – Trippin' (That's the Way Love Works) (Libra) · Watch on YouTube

youtube_video iHxnAcoVfpY · row iHxnAcoVfpY

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Give U My Heart (feat. Babyface)

Listed as Toni Braxton – Give U My Heart (feat. Babyface) (Ultimate Toni Braxton) · Watch on YouTube

youtube_video kyGV0b7HKEI · row kyGV0b7HKEI

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Un-Break My Heart (Classic Radio Mix)

Listed as Toni Braxton – Un-Break My Heart (Classic Radio Mix) (Secrets (Remix Package)) · Watch on YouTube

youtube_video lmqtpE7JnuQ · row lmqtpE7JnuQ

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The Heat

Listed as Toni Braxton – The Heat (The Heat) · Watch on YouTube

youtube_video mycdtmPyREQ · row mycdtmPyREQ

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I Wish

Listed as Toni Braxton – I Wish (Love, Marriage‎ & Divorce) · Watch on YouTube

youtube_video n5ePx1dv4cw · row n5ePx1dv4cw

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Why Won't You Love Me

Listed as Toni Braxton – Why Won't You Love Me (Pulse) · Watch on YouTube

youtube_video ng-OSEC9C_U · row ng-OSEC9C_U

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Stupid

Listed as Toni Braxton – Stupid (Libra) · Watch on YouTube

youtube_video oL42XiMIPNI · row oL42XiMIPNI

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I Don't Want To

Listed as Toni Braxton – I Don't Want To (Secrets (Remix Package)) · Watch on YouTube

youtube_video p-wMpBvtyx0 · row p-wMpBvtyx0

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There's No Me Without You

Listed as Toni Braxton – There's No Me Without You (Secrets (Remix Package)) · Watch on YouTube

youtube_video qlxVMYciOt0 · row qlxVMYciOt0

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Do It

Listed as Toni Braxton, Missy Elliott – Do It (Spell My Name) · Watch on YouTube

youtube_video rs-lc2KktRY · row rs-lc2KktRY

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You Mean the World to Me

Listed as Toni Braxton – You Mean the World to Me (Toni Braxton) · Watch on YouTube

youtube_video sZSqkfZFAVQ · row sZSqkfZFAVQ

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Where Did We Go Wrong?

Listed as Toni Braxton, Babyface – Where Did We Go Wrong? (Love, Marriage‎ & Divorce) · Watch on YouTube

youtube_video tKD8PRzVCso · row tKD8PRzVCso

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Come On Over Here

Listed as Toni Braxton – Come On Over Here (Secrets (Remix Package)) · Watch on YouTube

youtube_video tj0cJVlSiVM · row tj0cJVlSiVM

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Best Friend

Listed as Toni Braxton – Best Friend (Toni Braxton) · Watch on YouTube

youtube_video viLXpCGpLDk · row viLXpCGpLDk

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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.