Yes. Lil Johanna has 31 songs listed in a dataset used to train AI music models.

Used for training 31

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 Sugar Pie Honey Bunch, I Wanna Make It, Take Me in Your Arms (Spanish)

Listed under the artist name 31 songs in LAION-DISCO-12M

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

Sugar Pie Honey Bunch

Listed as Lil Johanna – Sugar Pie Honey Bunch (Real Love) · Watch on YouTube

youtube_video -Lg5-WlvipA · row -Lg5-WlvipA

LAION-DISCO-12M

I Wanna Make It

Listed as Lil Johanna – I Wanna Make It (Real Love) · Watch on YouTube

youtube_video -t0DnTChceg · row -t0DnTChceg

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Take Me in Your Arms (Spanish)

Listed as Lil Johanna – Take Me in Your Arms (Spanish) (Real Love) · Watch on YouTube

youtube_video DMZ-NTJHwa8 · row DMZ-NTJHwa8

LAION-DISCO-12M

Take Me in Your Arms Again (Funky Mix 2)

Listed as Lil' Johanna – Take Me in Your Arms Again (Funky Mix 2) (Take Me in Your Arms Again) · Watch on YouTube

youtube_video DY8deIEUQak · row DY8deIEUQak

LAION-DISCO-12M

Real Love

Listed as Lil' Johanna – Real Love (High Power Records: Greatest Freestyle Hits, Vol. 4) · Watch on YouTube

youtube_video DbBB2j9Y-qo · row DbBB2j9Y-qo

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Till the End of Time

Listed as Lil Johanna – Till the End of Time (Real Love) · Watch on YouTube

youtube_video FPngRor17eQ · row FPngRor17eQ

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You're a Child (Mega Radio Mix) [Spanish]

Listed as Lil' Johanna – You're a Child (Mega Radio Mix) [Spanish] (Real Love / You're a Child) · Watch on YouTube

youtube_video KTgkhgxyndc · row KTgkhgxyndc

LAION-DISCO-12M

Take Me in Your Arms Again

Listed as Lil Johanna – Take Me in Your Arms Again (Real Love) · Watch on YouTube

youtube_video PoBJElmZPPM · row PoBJElmZPPM

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I've Got to Let You Know

Listed as Lil Johanna – I've Got to Let You Know (Real Love) · Watch on YouTube

youtube_video RnzGnWML5x4 · row RnzGnWML5x4

LAION-DISCO-12M

Real Love (Freestyle Hot Mix)

Listed as Lil' Johanna – Real Love (Freestyle Hot Mix) (Real Love / You're a Child) · Watch on YouTube

youtube_video WR6SivB2A6I · row WR6SivB2A6I

LAION-DISCO-12M

Take Me in Your Arms Again (Funky Melody Florida Mix)

Listed as Lil' Johanna – Take Me in Your Arms Again (Funky Melody Florida Mix) (Take Me in Your Arms Again) · Watch on YouTube

youtube_video Zx-teUY87zQ · row Zx-teUY87zQ

LAION-DISCO-12M

I Love You with All of My Heart

Listed as Lil Johanna – I Love You with All of My Heart (Real Love) · Watch on YouTube

youtube_video _3iqFYbdCLI · row _3iqFYbdCLI

LAION-DISCO-12M

You're a Child (Pop Radio LP Mix)

Listed as Lil' Johanna – You're a Child (Pop Radio LP Mix) (Real Love / You're a Child) · Watch on YouTube

youtube_video _65m2VDUZaU · row _65m2VDUZaU

LAION-DISCO-12M

Take Me in Your Arms Again (Club Mix)

Listed as Lil' Johanna – Take Me in Your Arms Again (Club Mix) (Take Me in Your Arms Again) · Watch on YouTube

youtube_video _GrpNVntKmg · row _GrpNVntKmg

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Real Love (Spanish)

Listed as Lil Johanna – Real Love (Spanish) (Real Love) · Watch on YouTube

youtube_video cNctS6dj0no · row cNctS6dj0no

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Real Love (Funky Melody Club Mix)

Listed as Lil' Johanna – Real Love (Funky Melody Club Mix) (Real Love / You're a Child) · Watch on YouTube

youtube_video cuN1FVlc5dU · row cuN1FVlc5dU

LAION-DISCO-12M

I've Got to Let You Know

Listed as Lil' Johanna – I've Got to Let You Know (Freestyle Mega Hits, Vol. 4) · Watch on YouTube

youtube_video eMj-xaUpDFo · row eMj-xaUpDFo

LAION-DISCO-12M

Show Me

Listed as Lil Johanna – Show Me (Real Love) · Watch on YouTube

youtube_video fEHOXzlQIe8 · row fEHOXzlQIe8

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Take Me Away

Listed as Lil Johanna – Take Me Away (Real Love) · Watch on YouTube

youtube_video gZXIhaTu6xs · row gZXIhaTu6xs

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Sugar Pie Honey Bunch

Listed as Lil' Johanna – Sugar Pie Honey Bunch (Greatest Freestyle Hits, Vol. 3) · Watch on YouTube

youtube_video hVnOxeay8FE · row hVnOxeay8FE

LAION-DISCO-12M

Take Me In Your Arms Again (Spanish Radio Mix)

Listed as Lil' Johanna – Take Me In Your Arms Again (Spanish Radio Mix) (Take Me in Your Arms Again) · Watch on YouTube

youtube_video nNDzcqkWCGA · row nNDzcqkWCGA

LAION-DISCO-12M

Unforgiven Love

Listed as Lil Johanna – Unforgiven Love (PTR Freestyle Vol. 1 (Digitally Remastered)) · Watch on YouTube

youtube_video nae7Sve34Tk · row nae7Sve34Tk

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Selena (English)

Listed as Lil Johanna – Selena (English) (Real Love) · Watch on YouTube

youtube_video oCU7mRe87xc · row oCU7mRe87xc

LAION-DISCO-12M

Take Me in Your Arms Again

Listed as Lil' Johanna – Take Me in Your Arms Again (Mega Party Mix, Vol. 2) · Watch on YouTube

youtube_video pdyqdkR-VXE · row pdyqdkR-VXE

LAION-DISCO-12M

Selena (Spanish)

Listed as Lil Johanna – Selena (Spanish) (Real Love) · Watch on YouTube

youtube_video rJVPUDB0rxE · row rJVPUDB0rxE

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Real Love

Listed as Lil' Johanna – Real Love (Mega Party Mix, Vol. 2) · Watch on YouTube

youtube_video raXZ3gWEAjc · row raXZ3gWEAjc

LAION-DISCO-12M

Can We Go Back

Listed as Lil Johanna – Can We Go Back (Real Love) · Watch on YouTube

youtube_video rfKZVNSLXck · row rfKZVNSLXck

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You're a Child

Listed as Lil' Johanna – You're a Child (Mega Party Mix, Vol. 2) · Watch on YouTube

youtube_video swlrq6TZSVQ · row swlrq6TZSVQ

LAION-DISCO-12M

Take Me in Your Arms Again (Dub Mix)

Listed as Lil' Johanna – Take Me in Your Arms Again (Dub Mix) (Take Me in Your Arms Again) · Watch on YouTube

youtube_video tGODR2QFOBo · row tGODR2QFOBo

LAION-DISCO-12M

Love Appella

Listed as Lil Johanna – Love Appella (PTR Freestyle Vol. 2: The Sequel - A New Day, A New Dawn (Digitally Remastered)) · Watch on YouTube

youtube_video teDkHX1NkPs · row teDkHX1NkPs

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Real Love (Freestyle Hot Mix)

Listed as Lil Johanna – Real Love (Freestyle Hot Mix) (Greatest Freestyle Hits, Vol. 3) · Watch on YouTube

youtube_video vfTCdHmIHvw · row vfTCdHmIHvw

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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.