Yes. Mario Winans has 36 songs listed in a dataset used to train AI music models.

Used for training 36

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 Jump and Dance, Nothing's Gonna Stop Me Now (Interlude), I Don't Wanna Know (feat. Enya, P. Diddy & Enya and P. Diddy)

Listed under the artist name 36 songs in LAION-DISCO-12M

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

Jump and Dance

Listed as MARIO WINANS – Jump and Dance (Mario Winans Instrumentals, Vol. 1) · Watch on YouTube

youtube_video 31tS57ftqWA · row 31tS57ftqWA

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Nothing's Gonna Stop Me Now (Interlude)

Listed as Faith Evans, Mario Winans, P. Diddy – Nothing's Gonna Stop Me Now (Interlude) (The Saga Continues...) · Watch on YouTube

youtube_video 3RH3MxmbDXU · row 3RH3MxmbDXU

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I Don't Wanna Know (feat. Enya, P. Diddy & Enya and P. Diddy)

Listed as Mario Winans – I Don't Wanna Know (feat. Enya, P. Diddy & Enya and P. Diddy) (Hurt No More) · Watch on YouTube

youtube_video 4_W4jrym1os · row 4_W4jrym1os

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Goodbye

Listed as MARIO WINANS – Goodbye (Mario Winans Instrumentals, Vol. 1) · Watch on YouTube

youtube_video 86XHwgLyN90 · row 86XHwgLyN90

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Don't Know

Listed as Mario Winans – Don't Know (Story Of My Heart) · Watch on YouTube

youtube_video 8TF82_BKFDs · row 8TF82_BKFDs

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Pretty Girl Bullsh*t (feat. Foxy Brown)

Listed as Mario Winans – Pretty Girl Bullsh*t (feat. Foxy Brown) (Bad Boys II) · Watch on YouTube

youtube_video 9vTAV_halAw · row 9vTAV_halAw

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Never Really Was

Listed as Mario Winans – Never Really Was (Hurt No More) · Watch on YouTube

youtube_video AqyWA8jm7Dg · row AqyWA8jm7Dg

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Don't Know (Interlude)

Listed as Mario Winans – Don't Know (Interlude) (Story Of My Heart) · Watch on YouTube

youtube_video B-mqCnRHdw8 · row B-mqCnRHdw8

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Welcome to My World

Listed as MARIO WINANS – Welcome to My World (Mario Winans Instrumentals, Vol. 1) · Watch on YouTube

youtube_video BamrfH9yUgI · row BamrfH9yUgI

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Turn Around

Listed as Mario Winans – Turn Around (Hurt No More) · Watch on YouTube

youtube_video FeuGEE_Ohj8 · row FeuGEE_Ohj8

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It's all good

Listed as Mario Winans – It's all good (Rare RNB & Slow Jam 2) · Watch on YouTube

youtube_video J-NXRW5uuXE · row J-NXRW5uuXE

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T'm Not Holding Back (Unreleased R&B)

Listed as Mario Winans – T'm Not Holding Back (Unreleased R&B) (Rare rnb & new jack 35) · Watch on YouTube

youtube_video MSqn3yl8i4E · row MSqn3yl8i4E

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Disbelief

Listed as Mario Winans – Disbelief (Hurt No More) · Watch on YouTube

youtube_video N99a5YfbAlU · row N99a5YfbAlU

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So Fine

Listed as Mario Winans – So Fine (Hurt No More) · Watch on YouTube

youtube_video NNC6KV_Qsj0 · row NNC6KV_Qsj0

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Never Really Was (Instrumental)

Listed as Mario Winans – Never Really Was (Instrumental) (Never Really Was / This Is The Thanks I Get) · Watch on YouTube

youtube_video UtiZGQ8h5UI · row UtiZGQ8h5UI

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Ridin'

Listed as Belly, Mario Winans – Ridin' (The Revolution) · Watch on YouTube

youtube_video VWBtT31lMig · row VWBtT31lMig

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Paradise

Listed as MARIO WINANS – Paradise (Mario Winans Instrumentals, Vol. 1) · Watch on YouTube

youtube_video Vwd6QpzEKKg · row Vwd6QpzEKKg

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Already Know (Interlude)

Listed as Mario Winans – Already Know (Interlude) (Hurt No More) · Watch on YouTube

youtube_video YvFUBBoiQXM · row YvFUBBoiQXM

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Can't Judge Me

Listed as Mario Winans – Can't Judge Me (Hurt No More) · Watch on YouTube

youtube_video dJ239huc8Uo · row dJ239huc8Uo

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I Got You Babe

Listed as Mario Winans – I Got You Babe (Hurt No More) · Watch on YouTube

youtube_video eYahbxYZ694 · row eYahbxYZ694

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Celebratine Bells

Listed as MARIO WINANS – Celebratine Bells (Mario Winans Instrumentals, Vol. 1) · Watch on YouTube

youtube_video f0jA_B9oCf8 · row f0jA_B9oCf8

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How I Made It (feat. Loon)

Listed as Mario Winans – How I Made It (feat. Loon) (Hurt No More) · Watch on YouTube

youtube_video f8huxbpLmmk · row f8huxbpLmmk

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Enough (Interlude)

Listed as Mario Winans – Enough (Interlude) (Hurt No More) · Watch on YouTube

youtube_video fU9ujvXBxWc · row fU9ujvXBxWc

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3 Days Ago

Listed as Mario Winans – 3 Days Ago (Hurt No More) · Watch on YouTube

youtube_video gmeplXlnXFY · row gmeplXlnXFY

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Vibe City

Listed as MARIO WINANS – Vibe City (Mario Winans Instrumentals, Vol. 1) · Watch on YouTube

youtube_video higyFeSDjqM · row higyFeSDjqM

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Should've Known

Listed as Mario Winans – Should've Known (Hurt No More) · Watch on YouTube

youtube_video iahXtXzx5Gc · row iahXtXzx5Gc

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This Is the Thanks I Get (feat. Black Rob)

Listed as Mario Winans – This Is the Thanks I Get (feat. Black Rob) (Hurt No More) · Watch on YouTube

youtube_video jZlvX_od5xc · row jZlvX_od5xc

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Smile

Listed as MARIO WINANS – Smile (Mario Winans Instrumentals, Vol. 1) · Watch on YouTube

youtube_video mB6rGy-U8uk · row mB6rGy-U8uk

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What's Wrong with Me

Listed as Mario Winans – What's Wrong with Me (Hurt No More) · Watch on YouTube

youtube_video meZBM_60n48 · row meZBM_60n48

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Blue Water

Listed as MARIO WINANS – Blue Water (Mario Winans Instrumentals, Vol. 1) · Watch on YouTube

youtube_video nPGOOuZ7xnk · row nPGOOuZ7xnk

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Easy Pulse

Listed as MARIO WINANS – Easy Pulse (Mario Winans Instrumentals, Vol. 1) · Watch on YouTube

youtube_video quSWaA1qPFI · row quSWaA1qPFI

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Night Sky

Listed as MARIO WINANS – Night Sky (Mario Winans Instrumentals, Vol. 1) · Watch on YouTube

youtube_video rJilu_nm1Go · row rJilu_nm1Go

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Ready for Love (Interlude)

Listed as Mario Winans – Ready for Love (Interlude) (Hurt No More) · Watch on YouTube

youtube_video sDYI-SOq-jI · row sDYI-SOq-jI

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You Knew (feat. Slim)

Listed as Mario Winans – You Knew (feat. Slim) (Hurt No More) · Watch on YouTube

youtube_video tl-rmriMR6c · row tl-rmriMR6c

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Don't Know

Listed as Mario Winans – Don't Know (Story Of My Heart) · Watch on YouTube

youtube_video vtAwcIS7ybM · row vtAwcIS7ybM

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Never Really Was (Remix)

Listed as Mario Winans – Never Really Was (Remix) (Never Really Was / This Is The Thanks I Get) · Watch on YouTube

youtube_video w_ThnsDi7Ew · row w_ThnsDi7Ew

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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.