Yes. Ashanti has 152 songs listed in a dataset used to train AI music models.

Used for training 152

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 Foolish (Topnotch Remix), You're Gonna Miss, Breakup 2 Makeup (Remix) (feat. BLACK CHILD)

Listed under the artist name 152 songs in LAION-DISCO-12M

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

Foolish (Topnotch Remix)

Listed as Ashanti – Foolish (Topnotch Remix) (Ashanti (Deluxe Edition)) · Watch on YouTube

youtube_video -T1sgMjeFyI · row -T1sgMjeFyI

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You're Gonna Miss

Listed as Ashanti – You're Gonna Miss (The Declaration) · Watch on YouTube

youtube_video 1GhskZRg5bY · row 1GhskZRg5bY

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Breakup 2 Makeup (Remix) (feat. BLACK CHILD)

Listed as Ashanti – Breakup 2 Makeup (Remix) (feat. BLACK CHILD) (Rare Rnb & New Jack 54) · Watch on YouTube

youtube_video 1mlZ0yKw6HM · row 1mlZ0yKw6HM

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We Wish You A Merry Christmas

Listed as Ashanti – We Wish You A Merry Christmas (Ashanti's Christmas) · Watch on YouTube

youtube_video 4I5pTQ9Tr_s · row 4I5pTQ9Tr_s

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Carry On

Listed as Ashanti – Carry On (Chapter II) · Watch on YouTube

youtube_video 4eyEH5iC2Lo · row 4eyEH5iC2Lo

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Intro / Braveheart

Listed as Ashanti – Intro / Braveheart (Braveheart) · Watch on YouTube

youtube_video 50hYkkTq9j4 · row 50hYkkTq9j4

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Love Again

Listed as Ashanti – Love Again (Concrete Rose) · Watch on YouTube

youtube_video 9z6IqQzWHCE · row 9z6IqQzWHCE

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Feel So Good

Listed as Ashanti – Feel So Good (Chapter II) · Watch on YouTube

youtube_video ATTz5cUyEJ8 · row ATTz5cUyEJ8

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Shany's World (feat. Chink Santana)

Listed as Ashanti – Shany's World (feat. Chink Santana) (Chapter II) · Watch on YouTube

youtube_video CjVhjHUNtiQ · row CjVhjHUNtiQ

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Happy (Remix) (feat. Ja Rule)

Listed as Ashanti – Happy (Remix) (feat. Ja Rule) (Ashanti (Deluxe Edition)) · Watch on YouTube

youtube_video CvcSAvBxBk0 · row CvcSAvBxBk0

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That's What We Do (feat. R Kelly)

Listed as Ashanti – That's What We Do (feat. R Kelly) (RnB Story) · Watch on YouTube

youtube_video DCurBq2YRzg · row DCurBq2YRzg

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Concrete Rose Intro

Listed as Ashanti – Concrete Rose Intro (Concrete Rose) · Watch on YouTube

youtube_video DHEIypPHTNE · row DHEIypPHTNE

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Struggle

Listed as Ashanti – Struggle (The Declaration) · Watch on YouTube

youtube_video F_tjEF4GZeU · row F_tjEF4GZeU

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U

Listed as Ashanti – U (Concrete Rose) · Watch on YouTube

youtube_video GlmHfAvuuUw · row GlmHfAvuuUw

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Freedom

Listed as Ashanti – Freedom (Concrete Rose) · Watch on YouTube

youtube_video HyyUmYVlOoU · row HyyUmYVlOoU

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Narrative Call (Skit)

Listed as Ashanti – Narrative Call (Skit) (Ashanti) · Watch on YouTube

youtube_video IBInXloSg1E · row IBInXloSg1E

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Living My Life

Listed as Ashanti – Living My Life (Chapter II) · Watch on YouTube

youtube_video IswqMx_itio · row IswqMx_itio

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Things You Make Me Do (feat. Robin Thicke)

Listed as Ashanti – Things You Make Me Do (feat. Robin Thicke) (The Declaration) · Watch on YouTube

youtube_video Ks94CPX3SM8 · row Ks94CPX3SM8

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Then Ya Gone (feat. Chink Santana)

Listed as Ashanti – Then Ya Gone (feat. Chink Santana) (Chapter II) · Watch on YouTube

youtube_video Lui0ZOUV-MM · row Lui0ZOUV-MM

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She Can't

Listed as Ashanti – She Can't (Braveheart) · Watch on YouTube

youtube_video MJ9uJ18XRIA · row MJ9uJ18XRIA

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Baby (Instrumental)

Listed as Ashanti – Baby (Instrumental) (Ashanti (Deluxe Edition)) · Watch on YouTube

youtube_video QZ_x0U6WyKI · row QZ_x0U6WyKI

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I Don't Mind

Listed as Ashanti – I Don't Mind (Chapter II) · Watch on YouTube

youtube_video T9OmYza--k8 · row T9OmYza--k8

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Ohhh Ahhh

Listed as Ashanti – Ohhh Ahhh (Chapter II) · Watch on YouTube

youtube_video Tf4EnVRXAYc · row Tf4EnVRXAYc

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Still Down (feat. T.I.)

Listed as Ashanti – Still Down (feat. T.I.) (Concrete Rose) · Watch on YouTube

youtube_video Ui-zrxJkrJE · row Ui-zrxJkrJE

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Girlfriend

Listed as Ashanti – Girlfriend (The Declaration) · Watch on YouTube

youtube_video VjjlP3KWw-w · row VjjlP3KWw-w

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I'm So Happy (Remix) (feat. Charli Baltimore, Young Merc & D.O. Cannons)

Listed as Ashanti – I'm So Happy (Remix) (feat. Charli Baltimore, Young Merc & D.O. Cannons) (Ashanti (Deluxe Edition)) · Watch on YouTube

youtube_video WK3Tvw2Jj9w · row WK3Tvw2Jj9w

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Unfoolish (Instrumental)

Listed as Ashanti – Unfoolish (Instrumental) (Ashanti (Deluxe Edition)) · Watch on YouTube

youtube_video Y0IKJaeFFkE · row Y0IKJaeFFkE

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U Say, I Say

Listed as Ashanti – U Say, I Say (Chapter II) · Watch on YouTube

youtube_video YFCkfBQc33I · row YFCkfBQc33I

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Where I Stand

Listed as Ashanti – Where I Stand (The Vault) · Watch on YouTube

youtube_video Zf7S3_0dKYE · row Zf7S3_0dKYE

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What Are They Gonna Say Now (Skit)

Listed as Ashanti – What Are They Gonna Say Now (Skit) (Chapter II) · Watch on YouTube

youtube_video bQ1Ydo1gmfI · row bQ1Ydo1gmfI

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In These Streets

Listed as Ashanti – In These Streets (The Declaration) · Watch on YouTube

youtube_video cY5Mf3K9fFI · row cY5Mf3K9fFI

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Happy (Instrumental)

Listed as Ashanti – Happy (Instrumental) (Ashanti (Deluxe Edition)) · Watch on YouTube

youtube_video ePNzTbaP0FQ · row ePNzTbaP0FQ

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Love Games (feat. Jeremih)

Listed as Ashanti – Love Games (feat. Jeremih) (Braveheart) · Watch on YouTube

youtube_video eS7fq6EEQh8 · row eS7fq6EEQh8

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Every Lil' Thing

Listed as Ashanti – Every Lil' Thing (Concrete Rose) · Watch on YouTube

youtube_video hEtxP45iHQI · row hEtxP45iHQI

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Still Down (Remix) (feat. Cadillac Tah)

Listed as Ashanti – Still Down (Remix) (feat. Cadillac Tah) (Rare Rnb & New Jack 53) · Watch on YouTube

youtube_video hFyo8YcZotY · row hFyo8YcZotY

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Turn It Up (feat. Ja Rule)

Listed as Ashanti – Turn It Up (feat. Ja Rule) (Concrete Rose) · Watch on YouTube

youtube_video hGGu2CCcRAw · row hGGu2CCcRAw

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Intro/Medley

Listed as Ashanti – Intro/Medley (Chapter II) · Watch on YouTube

youtube_video hHDafTesJl8 · row hHDafTesJl8

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To the Club

Listed as Ashanti – To the Club (The Vault) · Watch on YouTube

youtube_video hgrtNmK0rDQ · row hgrtNmK0rDQ

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Runaway

Listed as Ashanti – Runaway (Braveheart) · Watch on YouTube

youtube_video k9chV8RxSuM · row k9chV8RxSuM

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Colors of the Wind

Listed as Ashanti – Colors of the Wind (Disneymania) · Watch on YouTube

youtube_video kXajDkNt8uc · row kXajDkNt8uc

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Fight (Over Skit)

Listed as Ashanti – Fight (Over Skit) (Ashanti) · Watch on YouTube

youtube_video kgud4iyRiOk · row kgud4iyRiOk

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Count

Listed as Ashanti – Count (Braveheart) · Watch on YouTube

youtube_video mROkOIaWgvc · row mROkOIaWgvc

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Only U Remix (feat. Caddillac Tah, Merce, Ja Rule & Black Child)

Listed as Ashanti – Only U Remix (feat. Caddillac Tah, Merce, Ja Rule & Black Child) (Collectables By Ashanti) · Watch on YouTube

youtube_video mRQbD2Fi4sw · row mRQbD2Fi4sw

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Christmas Time Again

Listed as Ashanti – Christmas Time Again (Ashanti's Christmas) · Watch on YouTube

youtube_video tw-zv89q0yo · row tw-zv89q0yo

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I Found Lovin'

Listed as Ashanti – I Found Lovin' (Chapter II) · Watch on YouTube

youtube_video uSE_VU-D1aE · row uSE_VU-D1aE

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The Story Of 2

Listed as Ashanti – The Story Of 2 (Chapter II) · Watch on YouTube

youtube_video udgxXWm8XKU · row udgxXWm8XKU

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Scars

Listed as Ashanti – Scars (Braveheart) · Watch on YouTube

youtube_video v0reZvvHDBs · row v0reZvvHDBs

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So Over You

Listed as Ashanti – So Over You (The Declaration) · Watch on YouTube

youtube_video vsYBa8LdBFM · row vsYBa8LdBFM

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Focus

Listed as Ashanti – Focus (Concrete Rose) · Watch on YouTube

youtube_video z8urlPbL_Bw · row z8urlPbL_Bw

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No Where

Listed as Ashanti – No Where (Braveheart) · Watch on YouTube

youtube_video zCAHRng_zJM · row zCAHRng_zJM

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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.