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 Sex & Cigarettes, Un-Break My Heart (Soul Hex Anthem Vocal), The Little Things

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.

Sex & Cigarettes

Listed as Toni Braxton – Sex & Cigarettes (Sex & Cigarettes) · Watch on YouTube

youtube_video 09He10-FAcU · row 09He10-FAcU

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Un-Break My Heart (Soul Hex Anthem Vocal)

Listed as Toni Braxton – Un-Break My Heart (Soul Hex Anthem Vocal) (Un-Break My Heart: The Remix Collection) · Watch on YouTube

youtube_video 0KIuCc-4AQ4 · row 0KIuCc-4AQ4

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The Little Things

Listed as Toni Braxton – The Little Things (The Essential Toni Braxton) · Watch on YouTube

youtube_video 0f-_jJlTrQI · row 0f-_jJlTrQI

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Happy Without Me

Listed as Toni Braxton – Happy Without Me (Spell My Name) · Watch on YouTube

youtube_video 1NFQ3f8gPcI · row 1NFQ3f8gPcI

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You've Been Wrong

Listed as Toni Braxton – You've Been Wrong (The Heat) · Watch on YouTube

youtube_video 2FK3yjl33PU · row 2FK3yjl33PU

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Always

Listed as Toni Braxton – Always (More Than A Woman) · Watch on YouTube

youtube_video 2XIMoZ1kG44 · row 2XIMoZ1kG44

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Selfish

Listed as Toni Braxton – Selfish (More Than A Woman) · Watch on YouTube

youtube_video 36YJpiDk28A · row 36YJpiDk28A

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Deadwood

Listed as Toni Braxton – Deadwood (Sex & Cigarettes) · Watch on YouTube

youtube_video 3CMQL_32Q8I · row 3CMQL_32Q8I

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FOH

Listed as Toni Braxton – FOH (Sex & Cigarettes) · Watch on YouTube

youtube_video 3HKYXB-JqKQ · row 3HKYXB-JqKQ

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Heart Attack

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

youtube_video 4k-Uf4HMcho · row 4k-Uf4HMcho

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Gimme Some

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

youtube_video 516jYBwXdAk · row 516jYBwXdAk

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Do It

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

youtube_video 60ojX-ExhmM · row 60ojX-ExhmM

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Midnite

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

youtube_video 6ja2w5eleTk · row 6ja2w5eleTk

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Dance

Listed as Toni Braxton – Dance (Spell My Name) · Watch on YouTube

youtube_video 9WIL14HVhdU · row 9WIL14HVhdU

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Make My Heart

Listed as Toni Braxton – Make My Heart (Pulse) · Watch on YouTube

youtube_video 9tloUpti1gs · row 9tloUpti1gs

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I'd Rather Be Broke

Listed as Toni Braxton – I'd Rather Be Broke (Love, Marriage‎ & Divorce) · Watch on YouTube

youtube_video B_dkMu7RwsU · row B_dkMu7RwsU

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Take This Ring

Listed as Toni Braxton – Take This Ring (Libra) · Watch on YouTube

youtube_video Biwm_x2STFc · row Biwm_x2STFc

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Breathe Again (Reprise)

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

youtube_video GNJiXZMW4qo · row GNJiXZMW4qo

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Un-Break My Heart (Soul-Hex Anthem Radio Edit)

Listed as Toni Braxton – Un-Break My Heart (Soul-Hex Anthem Radio Edit) (Ultimate Toni Braxton) · Watch on YouTube

youtube_video GQs8C1klwm0 · row GQs8C1klwm0

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Wardrobe

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

youtube_video IxgsvMeAByQ · row IxgsvMeAByQ

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Spending My Time With You

Listed as Toni Braxton – Spending My Time With You (Toni Braxton) · Watch on YouTube

youtube_video Jz_JFZW_-LY · row Jz_JFZW_-LY

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Breathe Again (Spanish Version)

Listed as Toni Braxton – Breathe Again (Spanish Version) (The Essential Toni Braxton) · Watch on YouTube

youtube_video NHJCr5xmVyY · row NHJCr5xmVyY

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I Heart You

Listed as Toni Braxton – I Heart You (I Heart You) · Watch on YouTube

youtube_video OIn0Po69ad8 · row OIn0Po69ad8

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Love Affair

Listed as Toni Braxton – Love Affair (Toni Braxton) · Watch on YouTube

youtube_video Rf6HPjmk6Zk · row Rf6HPjmk6Zk

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O.V.E.Rr.

Listed as Toni Braxton – O.V.E.Rr. (Spell My Name) · Watch on YouTube

youtube_video RvAx9QsbWU8 · row RvAx9QsbWU8

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Nothin' (Bonus)

Listed as Toni Braxton – Nothin' (Bonus) (Spell My Name) · Watch on YouTube

youtube_video SWwE4kcASMQ · row SWwE4kcASMQ

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And I Love You

Listed as Toni Braxton – And I Love You (More Than A Woman) · Watch on YouTube

youtube_video TXQJ5TgnWFM · row TXQJ5TgnWFM

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Another Sad Love Song (Extended Remix)

Listed as Toni Braxton – Another Sad Love Song (Extended Remix) (12" Masters - The Essential Mixes) · Watch on YouTube

youtube_video URLqHwWBPaU · row URLqHwWBPaU

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Fallin'

Listed as Toni Braxton – Fallin' (Spell My Name) · Watch on YouTube

youtube_video VBn7Zc1vT48 · row VBn7Zc1vT48

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Finally

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

youtube_video WYXik9qVNtE · row WYXik9qVNtE

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Spanish Guitar (HQ2 Club Mix)

Listed as Toni Braxton – Spanish Guitar (HQ2 Club Mix) (Un-Break My Heart: The Remix Collection) · Watch on YouTube

youtube_video X8Zr-xEQHnE · row X8Zr-xEQHnE

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Maybe

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

youtube_video XiQWm-CI-_k · row XiQWm-CI-_k

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Me & My Boyfriend

Listed as Toni Braxton – Me & My Boyfriend (More Than A Woman) · Watch on YouTube

youtube_video _0ugyypLRps · row _0ugyypLRps

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Candlelight

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

youtube_video _4Q_lG8sL1w · row _4Q_lG8sL1w

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In the Late of Night

Listed as Toni Braxton – In the Late of Night (Secrets (Remix Package)) · Watch on YouTube

youtube_video c4IZlXrquSw · row c4IZlXrquSw

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Sorry

Listed as Toni Braxton – Sorry (Sex & Cigarettes) · Watch on YouTube

youtube_video dbN8IfmT_O4 · row dbN8IfmT_O4

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Pulse

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

youtube_video eAzZwZpgdMc · row eAzZwZpgdMc

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Lookin' at Me

Listed as Toni Braxton – Lookin' at Me (Pulse) · Watch on YouTube

youtube_video fK4_o02jlJA · row fK4_o02jlJA

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I Belong to You

Listed as Toni Braxton – I Belong to You (Toni Braxton) · Watch on YouTube

youtube_video fiV19y0RxEA · row fiV19y0RxEA

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No Way

Listed as Toni Braxton – No Way (Pulse) · Watch on YouTube

youtube_video gF6CdZRfcyo · row gF6CdZRfcyo

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Let Me Show You The Way (Out)

Listed as Toni Braxton – Let Me Show You The Way (Out) (More Than A Woman) · Watch on YouTube

youtube_video gqwJAoDrMNU · row gqwJAoDrMNU

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You're Makin' Me High (Dance Hall Mix)

Listed as Toni Braxton – You're Makin' Me High (Dance Hall Mix) (12" Masters - The Essential Mixes) · Watch on YouTube

youtube_video jTEYupxoWSA · row jTEYupxoWSA

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Hands Tied

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

youtube_video jTnph-7rqp0 · row jTnph-7rqp0

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What's Good

Listed as Toni Braxton – What's Good (Rare RnB & New Jack 118) · Watch on YouTube

youtube_video k8a5-E6kHp4 · row k8a5-E6kHp4

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Shadowless

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

youtube_video lpJ1F94oAeY · row lpJ1F94oAeY

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Spell My Name

Listed as Toni Braxton – Spell My Name (Spell My Name) · Watch on YouTube

youtube_video nXB0cZI7m6I · row nXB0cZI7m6I

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If I Have to Wait

Listed as Toni Braxton – If I Have to Wait (Pulse) · Watch on YouTube

youtube_video nhCWTVvIXBQ · row nhCWTVvIXBQ

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The Art Of Love

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

youtube_video p7FOKBQpgEU · row p7FOKBQpgEU

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Sposed To Be

Listed as Toni Braxton – Sposed To Be (Libra) · Watch on YouTube

youtube_video sqDXnxW7Hmo · row sqDXnxW7Hmo

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Never Just For A Ring

Listed as Toni Braxton – Never Just For A Ring (The Heat) · Watch on YouTube

youtube_video vHBRFba-3F8 · row vHBRFba-3F8

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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.