Yes. Karen Souza has 123 songs listed in a dataset used to train AI music models.

Used for training 123

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 Till It's Love, Get Lucky (5prite ReMix), Never Gonna Give You Up (Ronan Remix)

Listed under the artist name 123 songs in LAION-DISCO-12M

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

Till It's Love

Listed as Karen Souza – Till It's Love (Till It's Love) · Watch on YouTube

youtube_video 4tvGYtIIQVk · row 4tvGYtIIQVk

LAION-DISCO-12M

Get Lucky (5prite ReMix)

Listed as Karen Souza – Get Lucky (5prite ReMix) (A Year In The Life Of Heavenly Bodies 2014, Pt. 2) · Watch on YouTube

youtube_video CQKs95nrPk8 · row CQKs95nrPk8

LAION-DISCO-12M

Never Gonna Give You Up (Ronan Remix)

Listed as Ronan, KAREN SOUZA – Never Gonna Give You Up (Ronan Remix) (Rooftop Remixes) · Watch on YouTube

youtube_video EDlNgM2CqpQ · row EDlNgM2CqpQ

LAION-DISCO-12M

Heartbreak Hotel

Listed as Karen Souza – Heartbreak Hotel (Heartbreak Hotel) · Watch on YouTube

youtube_video GfOTx2q6pgI · row GfOTx2q6pgI

LAION-DISCO-12M

Get Lucky (Nikko Mad Remix)

Listed as KAREN SOUZA – Get Lucky (Nikko Mad Remix) (IBIZA Summer Mix) · Watch on YouTube

youtube_video K2HyaB-HQOs · row K2HyaB-HQOs

LAION-DISCO-12M

Who Can It Be Now (Ronan Instrumental Remix)

Listed as Stereo Dub, KAREN SOUZA, Ronan – Who Can It Be Now (Ronan Instrumental Remix) (Instrumental Remixes Vol. 2) · Watch on YouTube

youtube_video Lylcie-fXDw · row Lylcie-fXDw

LAION-DISCO-12M

Language Of Love (Remix) (feat. Yokusika)

Listed as Karen Souza – Language Of Love (Remix) (feat. Yokusika) (Language Of Love (Remix)) · Watch on YouTube

youtube_video NxmfPf9zEW4 · row NxmfPf9zEW4

LAION-DISCO-12M

Waiting for a Train

Listed as Karen Souza – Waiting for a Train (Waiting for a Train) · Watch on YouTube

youtube_video Q0d18G52af0 · row Q0d18G52af0

LAION-DISCO-12M

Get Lucky (5prite Radio Mix)

Listed as Karen Souza – Get Lucky (5prite Radio Mix) (Maximum House) · Watch on YouTube

youtube_video RygsMZi_IXA · row RygsMZi_IXA

LAION-DISCO-12M

Summer Days

Listed as Karen Souza, Wax – Summer Days (Summer Days) · Watch on YouTube

youtube_video WaFDXIvy7UI · row WaFDXIvy7UI

LAION-DISCO-12M

Why Don't You Do Right? (Live Version)

Listed as Karen Souza – Why Don't You Do Right? (Live Version) (Why Don't You Do Right?) · Watch on YouTube

youtube_video ZIWDJhEVMVk · row ZIWDJhEVMVk

LAION-DISCO-12M

Everything's Not Lost (Ronan Remix)

Listed as KAREN SOUZA, Ronan – Everything's Not Lost (Ronan Remix) (Rooftop Remixes Vol.2) · Watch on YouTube

youtube_video agE6gsAqyNs · row agE6gsAqyNs

LAION-DISCO-12M

It Don't Mean a Thing (If It Ain't Got That Swing)

Listed as Karen Souza – It Don't Mean a Thing (If It Ain't Got That Swing) (It Don't Mean a Thing (If It Ain't Got That Swing)) · Watch on YouTube

youtube_video auzIvUdKjBY · row auzIvUdKjBY

LAION-DISCO-12M

It's Christmas (Santa Bring Him Home Tonight) (feat. Axel Mark)

Listed as Karen Souza – It's Christmas (Santa Bring Him Home Tonight) (feat. Axel Mark) (It's Christmas (Santa Bring Him Home Tonight)) · Watch on YouTube

youtube_video co77fWWh8qg · row co77fWWh8qg

LAION-DISCO-12M

Gimme Tonight (feat. Yokusika)

Listed as Karen Souza – Gimme Tonight (feat. Yokusika) (Gimme Tonight) · Watch on YouTube

youtube_video eDMCklrKGfc · row eDMCklrKGfc

LAION-DISCO-12M

Laisse tomber les filles

Listed as Karen Souza – Laisse tomber les filles (Toutes parisiennes) · Watch on YouTube

youtube_video eEoFTSKR5M0 · row eEoFTSKR5M0

LAION-DISCO-12M

Stay With Me

Listed as Karen Souza – Stay With Me (Stay With Me) · Watch on YouTube

youtube_video g0ji6zNhIlg · row g0ji6zNhIlg

LAION-DISCO-12M

Safe & Sound (Jaques Le Noir Remix)

Listed as Karen Souza, Stereo Dub – Safe & Sound (Jaques Le Noir Remix) (Evolution: Deep) · Watch on YouTube

youtube_video ntV_WRNrJE4 · row ntV_WRNrJE4

LAION-DISCO-12M

I Heard It Through the Grapevine (Pink Lemonade Radio Edit)

Listed as Karen Souza – I Heard It Through the Grapevine (Pink Lemonade Radio Edit) (Sunday Brunch Beats) · Watch on YouTube

youtube_video q9fr3WyQtTg · row q9fr3WyQtTg

LAION-DISCO-12M

Never Gonna Give You Up (Ronan Instrumental Remix)

Listed as Ronan, KAREN SOUZA – Never Gonna Give You Up (Ronan Instrumental Remix) (Instrumental Remixes) · Watch on YouTube

youtube_video rc6v0G0gjrU · row rc6v0G0gjrU

LAION-DISCO-12M

Everything's Not Lost (Ronan Instrumental Remix)

Listed as Ronan, KAREN SOUZA – Everything's Not Lost (Ronan Instrumental Remix) (Instrumental Remixes Vol. 2) · Watch on YouTube

youtube_video tPqlFS46zyc · row tPqlFS46zyc

LAION-DISCO-12M

Game On

Listed as Karen Souza – Game On (Game On) · Watch on YouTube

youtube_video wyvA2LA9XVg · row wyvA2LA9XVg

LAION-DISCO-12M

No Reason

Listed as Karen Souza, Wax – No Reason (No Reason) · Watch on YouTube

youtube_video z8F1-ullXIk · row z8F1-ullXIk

LAION-DISCO-12M

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.