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 Never Gonna Give You Up, It Will All Work Out, Everything's Not Lost

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.

Never Gonna Give You Up

Listed as Karen Souza – Never Gonna Give You Up (Keep Calm and Ultra Lounge 4) · Watch on YouTube

youtube_video -IvP4HHodMA · row -IvP4HHodMA

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It Will All Work Out

Listed as Karen Souza – It Will All Work Out (Language of Love) · Watch on YouTube

youtube_video 0sim86trd1w · row 0sim86trd1w

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Everything's Not Lost

Listed as Karen Souza – Everything's Not Lost (Everything's Not Lost / Who Can It Be Now?) · Watch on YouTube

youtube_video 20gG88aTCGw · row 20gG88aTCGw

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On a Clear Day

Listed as Karen Souza – On a Clear Day (On a Clear Day) · Watch on YouTube

youtube_video 3q4VxlS9qjA · row 3q4VxlS9qjA

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Love is Never Too Late

Listed as Karen Souza – Love is Never Too Late (Love is Never Too Late) · Watch on YouTube

youtube_video 3xuaAcFmr3o · row 3xuaAcFmr3o

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Have You Ever Seen the Rain? (Live in Japan)

Listed as Karen Souza – Have You Ever Seen the Rain? (Live in Japan) (Get Lucky - EP) · Watch on YouTube

youtube_video 4e3Uw6h0-g4 · row 4e3Uw6h0-g4

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This Masquerade

Listed as Karen Souza – This Masquerade (This Masquerade) · Watch on YouTube

youtube_video 70nmDGQfu0k · row 70nmDGQfu0k

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Show Me The Way To Go Home

Listed as Karen Souza – Show Me The Way To Go Home (Show Me The Way To Go Home) · Watch on YouTube

youtube_video 7cqTMSZIr3Y · row 7cqTMSZIr3Y

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Think for a Minute

Listed as Karen Souza – Think for a Minute (Essentials II) · Watch on YouTube

youtube_video AIbCwiupCwo · row AIbCwiupCwo

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Everybody Knows

Listed as Karen Souza – Everybody Knows (Language of Love) · Watch on YouTube

youtube_video Bn6o0hOHVZ0 · row Bn6o0hOHVZ0

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Why Don't You Do Right?

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

youtube_video DpQ0BgXjn4M · row DpQ0BgXjn4M

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Steppin' Out With My Baby

Listed as Karen Souza – Steppin' Out With My Baby (Steppin' Out With My Baby) · Watch on YouTube

youtube_video Fx68vQs2zuw · row Fx68vQs2zuw

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I'm Beginning to See the Light

Listed as Karen Souza – I'm Beginning to See the Light (Velvet Vault) · Watch on YouTube

youtube_video GdWfo_TBpco · row GdWfo_TBpco

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I Heard It Through the Grapevine

Listed as Karen Souza – I Heard It Through the Grapevine (Hotel Souza) · Watch on YouTube

youtube_video HtQnwmCF5J4 · row HtQnwmCF5J4

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Suddenly Lovers

Listed as Karen Souza – Suddenly Lovers (Suddenly Lovers) · Watch on YouTube

youtube_video KuhPQcgHkoM · row KuhPQcgHkoM

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La Isla Bonita (feat. Yokusika)

Listed as Karen Souza – La Isla Bonita (feat. Yokusika) (La Isla Bonita) · Watch on YouTube

youtube_video MpZ7K4IXbY4 · row MpZ7K4IXbY4

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Less Is More

Listed as Karen Souza – Less Is More (Language of Love) · Watch on YouTube

youtube_video OtmdlICCoTQ · row OtmdlICCoTQ

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How Did You Get In My Dreams?

Listed as Karen Souza – How Did You Get In My Dreams? (How Did You Get In My Dreams?) · Watch on YouTube

youtube_video PIifMiy9hMQ · row PIifMiy9hMQ

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I've Got It Bad

Listed as Karen Souza – I've Got It Bad (Hotel Souza) · Watch on YouTube

youtube_video QEZZbslfMgk · row QEZZbslfMgk

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Angel Eyes

Listed as Karen Souza – Angel Eyes (Velvet Vault) · Watch on YouTube

youtube_video QLInLuKW7MQ · row QLInLuKW7MQ

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Break My Heart

Listed as Karen Souza – Break My Heart (Hotel Souza) · Watch on YouTube

youtube_video Sk2PhmOAJ54 · row Sk2PhmOAJ54

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Wake Up And Make Love With Me (feat. Renauld)

Listed as Karen Souza – Wake Up And Make Love With Me (feat. Renauld) (Karen Souza Essentials) · Watch on YouTube

youtube_video UHVN2Zn3QRI · row UHVN2Zn3QRI

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Someone Brought Me Wine

Listed as Karen Souza – Someone Brought Me Wine (Someone Brought Me Wine) · Watch on YouTube

youtube_video WO5bRi9UvEM · row WO5bRi9UvEM

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Rhythm & Blues

Listed as Karen Souza – Rhythm & Blues (Rhythm & Blues) · Watch on YouTube

youtube_video WY649qgMxZ0 · row WY649qgMxZ0

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Full Moon

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

youtube_video X1h71HEsw9Y · row X1h71HEsw9Y

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Everybody Hurts

Listed as Karen Souza – Everybody Hurts (Essentials II) · Watch on YouTube

youtube_video XQhMs5xe8XY · row XQhMs5xe8XY

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Night Demon

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

youtube_video XXr_Ac5wOxc · row XXr_Ac5wOxc

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My Foolish Heart

Listed as Karen Souza – My Foolish Heart (Keep Calm and Chill Out) · Watch on YouTube

youtube_video _UDbMCvrsqA · row _UDbMCvrsqA

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Never Tear Us Apart

Listed as Karen Souza – Never Tear Us Apart (Essentials II) · Watch on YouTube

youtube_video bzKitcd0eaM · row bzKitcd0eaM

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Wake Up

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

youtube_video c9Slwmal_u4 · row c9Slwmal_u4

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Who Can It Be Now? (Ronan Remix)

Listed as Stereo Dub, KAREN SOUZA – Who Can It Be Now? (Ronan Remix) (Rooftop Lounge Vol. 4) · Watch on YouTube

youtube_video clXFH4Aul8g · row clXFH4Aul8g

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Dindi

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

youtube_video cmZpMMYQZq8 · row cmZpMMYQZq8

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Language Of Love

Listed as Karen Souza – Language Of Love (Language Of Love) · Watch on YouTube

youtube_video hhc8wuQAp3w · row hhc8wuQAp3w

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I am Naked

Listed as Karen Souza – I am Naked (I am Naked) · Watch on YouTube

youtube_video jDBRgcwsjRo · row jDBRgcwsjRo

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It's Gonna Happen Tonight

Listed as Karen Souza – It's Gonna Happen Tonight (It's Gonna Happen Tonight) · Watch on YouTube

youtube_video jxO2lXF12cg · row jxO2lXF12cg

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The Sound of Violence

Listed as Karen Souza – The Sound of Violence (Essentials II) · Watch on YouTube

youtube_video mXpGU9T_8kE · row mXpGU9T_8kE

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Walk on the Wild Side

Listed as Karen Souza – Walk on the Wild Side (Velvet Vault) · Watch on YouTube

youtube_video nDvWTfRzwgw · row nDvWTfRzwgw

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Kids

Listed as Karen Souza – Kids (Velvet Vault) · Watch on YouTube

youtube_video nG_3-xZFJaY · row nG_3-xZFJaY

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Skin Trade

Listed as Karen Souza – Skin Trade (Essentials II) · Watch on YouTube

youtube_video nzyVUmorWB8 · row nzyVUmorWB8

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Autumn Leaves / Dance Me to the End of Love

Listed as Karen Souza – Autumn Leaves / Dance Me to the End of Love (Language of Love) · Watch on YouTube

youtube_video oRoMylgeQfU · row oRoMylgeQfU

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Summertime

Listed as Karen Souza – Summertime (Summertime) · Watch on YouTube

youtube_video q59SxsVSn3w · row q59SxsVSn3w

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Everybody Knows

Listed as Karen Souza – Everybody Knows (Everybody Knows) · Watch on YouTube

youtube_video q5Ar0LaCniA · row q5Ar0LaCniA

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Things We Said Today

Listed as Karen Souza – Things We Said Today (Things We Said Today) · Watch on YouTube

youtube_video s7KtyiFNr2Q · row s7KtyiFNr2Q

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It Will All Work Out

Listed as Karen Souza – It Will All Work Out (It Will All Work Out) · Watch on YouTube

youtube_video sHK2JNCmQbI · row sHK2JNCmQbI

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Language of Love (Version with Orchestra)

Listed as Karen Souza – Language of Love (Version with Orchestra) (Language of Love (Version with Orchestra)) · Watch on YouTube

youtube_video sR9mJealLb8 · row sR9mJealLb8

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Rhythm and Blues

Listed as Karen Souza – Rhythm and Blues (Rhythm and Blues) · Watch on YouTube

youtube_video stD99fYquhY · row stD99fYquhY

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Morning Coffee

Listed as Karen Souza – Morning Coffee (Morning Coffee) · Watch on YouTube

youtube_video wlWwz1I8qRw · row wlWwz1I8qRw

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Ain't That a Kick In The Head

Listed as Karen Souza – Ain't That a Kick In The Head (Ain't That a Kick In The Head) · Watch on YouTube

youtube_video xTb8i4OcwEk · row xTb8i4OcwEk

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The Way You Look Tonight

Listed as Karen Souza – The Way You Look Tonight (The Way You Look Tonight) · Watch on YouTube

youtube_video xzPZ43XhgGo · row xzPZ43XhgGo

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Someone Brought Me Wine

Listed as Karen Souza – Someone Brought Me Wine (Someone Brought Me Wine) · Watch on YouTube

youtube_video zqeCZALjJuM · row zqeCZALjJuM

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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.