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 Good Good, I Got It (feat. Rick Ross), Don't Let Them

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.

Good Good

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

youtube_video 1EmJ6e8MyhI · row 1EmJ6e8MyhI

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I Got It (feat. Rick Ross)

Listed as Ashanti – I Got It (feat. Rick Ross) (Braveheart) · Watch on YouTube

youtube_video 1ayknstJvCA · row 1ayknstJvCA

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Don't Let Them

Listed as Ashanti – Don't Let Them (Concrete Rose) · Watch on YouTube

youtube_video 3z9SIfNBQR4 · row 3z9SIfNBQR4

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The Road

Listed as Machel Montano, Ashanti – The Road (The Road) · Watch on YouTube

youtube_video 62paJHOSX8M · row 62paJHOSX8M

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Baby

Listed as Aitch, Ashanti – Baby (Close To Home) · Watch on YouTube

youtube_video 6TY8e8waEIs · row 6TY8e8waEIs

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Foolish

Listed as Ashanti – Foolish (Ashanti) · Watch on YouTube

youtube_video 6rrNR2YdF8c · row 6rrNR2YdF8c

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The Woman You Love

Listed as Ashanti – The Woman You Love (The Woman You Love) · Watch on YouTube

youtube_video 6u7LtJ8s8dY · row 6u7LtJ8s8dY

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VooDoo

Listed as Ashanti – VooDoo (Ashanti) · Watch on YouTube

youtube_video 7Bf1MYVB3Sg · row 7Bf1MYVB3Sg

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Unfoolish

Listed as Ashanti – Unfoolish (Ashanti) · Watch on YouTube

youtube_video 9NXVRraVK5A · row 9NXVRraVK5A

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Thank You

Listed as Ashanti – Thank You (Ashanti) · Watch on YouTube

youtube_video AkPWDy7VxoM · row AkPWDy7VxoM

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Wonderful Remix (feat. Ja Rule)

Listed as Ashanti – Wonderful Remix (feat. Ja Rule) (Concrete Rose) · Watch on YouTube

youtube_video BTtjJLEhWt0 · row BTtjJLEhWt0

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Foolish (Instrumental)

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

youtube_video Bmzg9fQuKKA · row Bmzg9fQuKKA

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Falling For You

Listed as Ashanti – Falling For You (Falling For You) · Watch on YouTube

youtube_video FFgroZKm0Vo · row FFgroZKm0Vo

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Baby (Remix) (feat. Crooked I)

Listed as Ashanti – Baby (Remix) (feat. Crooked I) (Ashanti (Deluxe Edition)) · Watch on YouTube

youtube_video H3U3zDFffOY · row H3U3zDFffOY

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Baby (Hamza Remix)

Listed as Aitch, Ashanti, Hamza – Baby (Hamza Remix) (Baby (Hamza Remix)) · Watch on YouTube

youtube_video KPWXkDayfEY · row KPWXkDayfEY

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Call

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

youtube_video KpB_TTLFAKI · row KpB_TTLFAKI

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Over

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

youtube_video M0-4wKfoQ-4 · row M0-4wKfoQ-4

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Rescue

Listed as Ashanti – Rescue (Ashanti) · Watch on YouTube

youtube_video MLPzSuepeTA · row MLPzSuepeTA

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Don't Leave Me Alone (feat. 7 Aurelius)

Listed as Ashanti – Don't Leave Me Alone (feat. 7 Aurelius) (Concrete Rose) · Watch on YouTube

youtube_video MpxsbebNEwg · row MpxsbebNEwg

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Leaving (Always On Time Part II)

Listed as Ashanti – Leaving (Always On Time Part II) (Ashanti) · Watch on YouTube

youtube_video Oy3UZkk3YuQ · row Oy3UZkk3YuQ

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Body On Me (feat. Nelly & Akon)

Listed as Ashanti – Body On Me (feat. Nelly & Akon) (Herstory in the Making) · Watch on YouTube

youtube_video QAJrIVx-jNE · row QAJrIVx-jNE

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Rock Wit U (Awww Baby)

Listed as Ashanti – Rock Wit U (Awww Baby) (Chapter II) · Watch on YouTube

youtube_video RR87ufFX8CY · row RR87ufFX8CY

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Rain On Me

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

youtube_video RwMd8r0gvZc · row RwMd8r0gvZc

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Mother

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

youtube_video TxGEMHqKyrc · row TxGEMHqKyrc

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Happy

Listed as Ashanti – Happy (Ashanti) · Watch on YouTube

youtube_video UY-cIYtv5r0 · row UY-cIYtv5r0

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Pretty Little Thing (feat. Afro B)

Listed as Ashanti, Afro B – Pretty Little Thing (feat. Afro B) (Pretty Little Thing (feat. Afro B)) · Watch on YouTube

youtube_video UoynmMjS01o · row UoynmMjS01o

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Still On It (feat. Method Man & Paul Wall)

Listed as Ashanti – Still On It (feat. Method Man & Paul Wall) (Collectables By Ashanti) · Watch on YouTube

youtube_video XlrqztGJzaY · row XlrqztGJzaY

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Only U (No Intro)

Listed as Ashanti – Only U (No Intro) (Concrete Rose) · Watch on YouTube

youtube_video Y6Mk0etsPnY · row Y6Mk0etsPnY

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Body On Me (feat. Nelly & Akon)

Listed as Ashanti – Body On Me (feat. Nelly & Akon) (The Declaration) · Watch on YouTube

youtube_video YNmaKSq3Gqk · row YNmaKSq3Gqk

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Say Less (feat. Ty Dolla $ign)

Listed as Ashanti – Say Less (feat. Ty Dolla $ign) (Say Less (feat. Ty Dolla $ign)) · Watch on YouTube

youtube_video aHJTQyBNmUs · row aHJTQyBNmUs

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Early In The Morning (feat. French Montana)

Listed as Ashanti – Early In The Morning (feat. French Montana) (Braveheart) · Watch on YouTube

youtube_video aY64fOfKaec · row aY64fOfKaec

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Baby

Listed as Ashanti – Baby (Ashanti) · Watch on YouTube

youtube_video bNMkLWk1IEk · row bNMkLWk1IEk

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Gotta Move On (Queens Remix)

Listed as Diddy, Bryson Tiller, Ashanti, Yung Miami – Gotta Move On (Queens Remix) (Gotta Move On (Remix)) · Watch on YouTube

youtube_video dEOjN8LH06Y · row dEOjN8LH06Y

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Never Should Have

Listed as Ashanti – Never Should Have (Braveheart) · Watch on YouTube

youtube_video fKE2QgULGJQ · row fKE2QgULGJQ

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Take Me Tonight (feat. Lloyd)

Listed as Ashanti – Take Me Tonight (feat. Lloyd) (Concrete Rose) · Watch on YouTube

youtube_video fyPq7Vl0e10 · row fyPq7Vl0e10

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Dreams

Listed as Ashanti – Dreams (Ashanti) · Watch on YouTube

youtube_video g9fbPKlqj9k · row g9fbPKlqj9k

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Helpless (feat. Ja Rule)

Listed as Ashanti – Helpless (feat. Ja Rule) (The Hamilton Mixtape) · Watch on YouTube

youtube_video gTX5MNPmSCg · row gTX5MNPmSCg

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Wockesha (Remix)

Listed as Moneybagg Yo, Lil Wayne, Ashanti – Wockesha (Remix) (A Gangsta’s Pain: Reloaded) · Watch on YouTube

youtube_video hIny5CzAWRM · row hIny5CzAWRM

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So Hot

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

youtube_video ij4R4Lc0bXA · row ij4R4Lc0bXA

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The Way That I Love You (Main Version)

Listed as Ashanti – The Way That I Love You (Main Version) (The Declaration) · Watch on YouTube

youtube_video pEiVL4AYxTs · row pEiVL4AYxTs

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Intro

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

youtube_video r9SPAbBRdB4 · row r9SPAbBRdB4

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Movies

Listed as Ashanti – Movies (Ashanti) · Watch on YouTube

youtube_video t_4boVZ9JB0 · row t_4boVZ9JB0

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Scared (feat. Irv Gotti)

Listed as Ashanti – Scared (feat. Irv Gotti) (Ashanti) · Watch on YouTube

youtube_video vjv_5hOqmG4 · row vjv_5hOqmG4

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Sweet Baby

Listed as Ashanti – Sweet Baby (Chapter II) · Watch on YouTube

youtube_video w6Tw7woCwkY · row w6Tw7woCwkY

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Breakup 2 Makeup

Listed as Ashanti – Breakup 2 Makeup (Chapter II) · Watch on YouTube

youtube_video wF-8L98mTZs · row wF-8L98mTZs

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Rain On Me Remix (feat. Ja Rule, Charli Baltimore & Hussein Fatal)

Listed as Ashanti – Rain On Me Remix (feat. Ja Rule, Charli Baltimore & Hussein Fatal) (Collectables By Ashanti) · Watch on YouTube

youtube_video xjLZK4xvUO8 · row xjLZK4xvUO8

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When A Man Does Wrong

Listed as Ashanti – When A Man Does Wrong (The Fast and The Furious) · Watch on YouTube

youtube_video xo4crwCK7kA · row xo4crwCK7kA

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Baby (Remix) (feat. Scarface)

Listed as Ashanti – Baby (Remix) (feat. Scarface) (Ashanti (Deluxe Edition)) · Watch on YouTube

youtube_video ypG0K83c86M · row ypG0K83c86M

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Rock Wit U (Awww Baby) Remix

Listed as Ashanti – Rock Wit U (Awww Baby) Remix (Collectables By Ashanti) · Watch on YouTube

youtube_video z112PJX-X20 · row z112PJX-X20

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Energy

Listed as DJ Tunez, Ashanti, Adekunle Gold – Energy (Energy) · Watch on YouTube

youtube_video zQjaqYYCIEM · row zQjaqYYCIEM

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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.