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 I Love You, More Than a Melody, Foolish (A Cappella)

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.

I Love You

Listed as Ashanti – I Love You (Collectables By Ashanti) · Watch on YouTube

youtube_video -MGDA5zA81A · row -MGDA5zA81A

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More Than a Melody

Listed as Ashanti – More Than a Melody (Ashanti, Can't Stop) · Watch on YouTube

youtube_video -WJcnZjgM-A · row -WJcnZjgM-A

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Foolish (A Cappella)

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

youtube_video -dw7W_mhrPs · row -dw7W_mhrPs

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First Real Love / Outro (feat. Beenie Man)

Listed as Ashanti – First Real Love / Outro (feat. Beenie Man) (Braveheart) · Watch on YouTube

youtube_video 1JuAi23v2og · row 1JuAi23v2og

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Imagine Life

Listed as Ashanti – Imagine Life (The Vault) · Watch on YouTube

youtube_video 1qBl_7f6YRE · row 1qBl_7f6YRE

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Let's Do Something Crazy

Listed as Ashanti – Let's Do Something Crazy (The Vault) · Watch on YouTube

youtube_video 4C7YjkbE5J4 · row 4C7YjkbE5J4

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Mrs. So So

Listed as Ashanti – Mrs. So So (The Vault) · Watch on YouTube

youtube_video 4TFjG5qmaug · row 4TFjG5qmaug

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Girls in the Movies

Listed as Ashanti – Girls in the Movies (The Vault) · Watch on YouTube

youtube_video 8II_JQeUhRE · row 8II_JQeUhRE

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No Words

Listed as Ashanti – No Words (The Vault) · Watch on YouTube

youtube_video 8Uru96HLWBQ · row 8Uru96HLWBQ

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Unfoolish (A Cappella)

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

youtube_video 8VK2InvlmxY · row 8VK2InvlmxY

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Come 2 Me

Listed as Ashanti – Come 2 Me (Ashanti, Can't Stop) · Watch on YouTube

youtube_video B2qeP4GjUIc · row B2qeP4GjUIc

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Christmas Love

Listed as Ashanti – Christmas Love (A Wonderful Christmas With Ashanti (Deluxe)) · Watch on YouTube

youtube_video DJf6fgcg1c0 · row DJf6fgcg1c0

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Escape from New York

Listed as Ashanti, Baron Vaughn, Andy Richter, Alonzo Bodden – Escape from New York (2776: A Levinson Bros & Rob Kutner Presentation) · Watch on YouTube

youtube_video E9O2Z4BmVXA · row E9O2Z4BmVXA

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Sister Stories (Skit)

Listed as Ashanti, Shi Shi – Sister Stories (Skit) (Concrete Rose) · Watch on YouTube

youtube_video EZ6l-zjsHXk · row EZ6l-zjsHXk

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Hey Baby (After The Club) (Extended Radio Version)

Listed as Ashanti – Hey Baby (After The Club) (Extended Radio Version) (Hey Baby (After The Club)) · Watch on YouTube

youtube_video Ewtbq4CbNNg · row Ewtbq4CbNNg

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Show You

Listed as Ashanti – Show You (The Vault) · Watch on YouTube

youtube_video FcUL9BN0qow · row FcUL9BN0qow

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I Know (International Explicit Version)

Listed as Ashanti – I Know (International Explicit Version) (Rain On Me) · Watch on YouTube

youtube_video FoqmGBmblZc · row FoqmGBmblZc

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Happy (A Cappella) (feat. Ja Rule)

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

youtube_video GTCfiI7levk · row GTCfiI7levk

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Believe

Listed as Ashanti – Believe (Urban Pop Essentials) · Watch on YouTube

youtube_video Mvl1lqE-bfo · row Mvl1lqE-bfo

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Never Too Far Away

Listed as Ashanti – Never Too Far Away (Never Too Far Away) · Watch on YouTube

youtube_video OletVNJ9HQU · row OletVNJ9HQU

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Shine

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

youtube_video RbqkN04Mfhs · row RbqkN04Mfhs

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Don't Tell Me No

Listed as Ashanti – Don't Tell Me No (Braveheart) · Watch on YouTube

youtube_video VCzdh1NF3Jc · row VCzdh1NF3Jc

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Shany Shia (Skit)

Listed as Ashanti – Shany Shia (Skit) (Chapter II) · Watch on YouTube

youtube_video WRQ78Di1eEE · row WRQ78Di1eEE

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By My Side

Listed as Ashanti – By My Side (Can't Stop) · Watch on YouTube

youtube_video WTYUT6YQ-S4 · row WTYUT6YQ-S4

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VooDoo (Instrumental)

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

youtube_video XAgSOswF1c8 · row XAgSOswF1c8

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Pretty Little Flower

Listed as Ashanti – Pretty Little Flower (The Vault) · Watch on YouTube

youtube_video Xh0jRRdPcXA · row Xh0jRRdPcXA

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Don't Ever Let Me Go

Listed as Ashanti – Don't Ever Let Me Go (Can't Stop) · Watch on YouTube

youtube_video ZhVnSafQ85g · row ZhVnSafQ85g

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Rescue (Instrumental)

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

youtube_video _rb8P_3sPlQ · row _rb8P_3sPlQ

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Give Love On Christmas Day

Listed as Ashanti – Give Love On Christmas Day (A Wonderful Christmas With Ashanti (Deluxe)) · Watch on YouTube

youtube_video bnE5x8wvHMU · row bnE5x8wvHMU

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Don't Need You

Listed as Ashanti – Don't Need You (The Vault) · Watch on YouTube

youtube_video dbugBHqN6DM · row dbugBHqN6DM

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VooDoo (A Cappella)

Listed as Ashanti – VooDoo (A Cappella) (Ashanti (Deluxe Edition)) · Watch on YouTube

youtube_video eqDP5AMBoAY · row eqDP5AMBoAY

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Let's Go

Listed as Ashanti – Let's Go (Let's Go) · Watch on YouTube

youtube_video fYj1QitMaXk · row fYj1QitMaXk

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It's Christmas

Listed as Ashanti – It's Christmas (A Wonderful Christmas With Ashanti (Deluxe)) · Watch on YouTube

youtube_video feBPHTCuMvU · row feBPHTCuMvU

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Focus Remix (feat. Free)

Listed as Ashanti – Focus Remix (feat. Free) (Collectables By Ashanti) · Watch on YouTube

youtube_video gL7FTyVRVyU · row gL7FTyVRVyU

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3 Words

Listed as Ashanti – 3 Words (Braveheart) · Watch on YouTube

youtube_video h5P4LpVA4JA · row h5P4LpVA4JA

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Intro

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

youtube_video hafs0awRosE · row hafs0awRosE

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Outro (feat. Chink Santana)

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

youtube_video kJz2RZqmkBY · row kJz2RZqmkBY

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This Christmas

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

youtube_video kaZ1MbSZRtA · row kaZ1MbSZRtA

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I Found It In You

Listed as Ashanti – I Found It In You (Collectables By Ashanti) · Watch on YouTube

youtube_video nqwxZNIJfkQ · row nqwxZNIJfkQ

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Winter Wonderland

Listed as Ashanti – Winter Wonderland (Ashanti's Christmas) · Watch on YouTube

youtube_video oOSUz7SCQho · row oOSUz7SCQho

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Switch (feat. Nelly)

Listed as Ashanti – Switch (feat. Nelly) (Switch) · Watch on YouTube

youtube_video orEgnz_m8Hw · row orEgnz_m8Hw

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Can't Stop

Listed as Ashanti – Can't Stop (Ashanti, Can't Stop) · Watch on YouTube

youtube_video p-Pv6UU_4YA · row p-Pv6UU_4YA

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Black Child (Skit)

Listed as Ashanti – Black Child (Skit) (Chapter II) · Watch on YouTube

youtube_video sgyGBwNWBBw · row sgyGBwNWBBw

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Show You

Listed as Ashanti – Show You (Collectables By Ashanti) · Watch on YouTube

youtube_video uirFARpvAS8 · row uirFARpvAS8

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Baby (Greekazo Remix)

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

youtube_video urOjOu-DHv4 · row urOjOu-DHv4

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The Declaration/Outro

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

youtube_video w0hAA1YXN-M · row w0hAA1YXN-M

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The Sugar Shack (Skit)

Listed as Ashanti – The Sugar Shack (Skit) (Chapter II) · Watch on YouTube

youtube_video wrdVSmiPt1c · row wrdVSmiPt1c

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BONUS SONG - Only U Remix

Listed as Ashanti featuring JL Cotter – BONUS SONG - Only U Remix (The Album Before The Album) · Watch on YouTube

youtube_video xnLa0yetwRc · row xnLa0yetwRc

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Sleigh Ride

Listed as Ashanti – Sleigh Ride (A Wonderful Christmas With Ashanti (Deluxe)) · Watch on YouTube

youtube_video zA7SNn0jkH8 · row zA7SNn0jkH8

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Cherish

Listed as Kool & The Gang, Ashanti – Cherish (The Hits: Reloaded) · Watch on YouTube

youtube_video zuNoEXr9UV8 · row zuNoEXr9UV8

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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.