Yes. Cassandra Beck has 40 songs listed in a dataset used to train AI music models.

Used for training 40

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 Good 4 U, Junk of the Heart (Happy), The Tide is High

Listed under the artist name 40 songs in LAION-DISCO-12M

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

Good 4 U

Listed as Cassandra Beck, Roger Beck – Good 4 U (Good 4 U) · Watch on YouTube

youtube_video 0Yy5cFnxBTI · row 0Yy5cFnxBTI

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Junk of the Heart (Happy)

Listed as Cassandra Beck, Scubba – Junk of the Heart (Happy) (Life is Now or Never) · Watch on YouTube

youtube_video 4yvFt0UCZnM · row 4yvFt0UCZnM

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The Tide is High

Listed as Cassandra Beck – The Tide is High (Life is Now or Never) · Watch on YouTube

youtube_video 6SmHS82eV5g · row 6SmHS82eV5g

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Jump

Listed as Cassandra Beck – Jump (Jazz and 80s Vol. 3 (Bonus Track Version)) · Watch on YouTube

youtube_video 7EydCjmTb94 · row 7EydCjmTb94

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Yellow

Listed as Brazil XXI, Cassandra Beck – Yellow (Yellow) · Watch on YouTube

youtube_video 7U_rejiGuMM · row 7U_rejiGuMM

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Material Girl

Listed as Cassandra Beck – Material Girl (Jazz and 80s - Part Two) · Watch on YouTube

youtube_video AJ47O215azA · row AJ47O215azA

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In Too Deep

Listed as Cassandra Beck – In Too Deep (Jazz Sexiest Ladies, Vol.3) · Watch on YouTube

youtube_video BMWleUdMD3E · row BMWleUdMD3E

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Numb

Listed as Cassandra Beck – Numb (Life is Now or Never) · Watch on YouTube

youtube_video DRk6jUduxqE · row DRk6jUduxqE

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Somewhere Only We Know

Listed as Cassandra Beck – Somewhere Only We Know (Life is Now or Never) · Watch on YouTube

youtube_video Dec9g_LIAsY · row Dec9g_LIAsY

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Cry for You

Listed as Cassandra Beck – Cry for You (Cassandra Beck) · Watch on YouTube

youtube_video E04Igf1rUZE · row E04Igf1rUZE

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Underneath It All

Listed as Cassandra Beck, General Soundbwoy – Underneath It All (Underneath It All) · Watch on YouTube

youtube_video EDETFF2_7Ts · row EDETFF2_7Ts

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Runaway Train

Listed as Cassandra Beck, The Reggister's – Runaway Train (Runaway Train) · Watch on YouTube

youtube_video GqWc7mDJRj0 · row GqWc7mDJRj0

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Open

Listed as The Reggister's, Cassandra Beck – Open (Open) · Watch on YouTube

youtube_video Hp5MGin0CDs · row Hp5MGin0CDs

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Open (Krister Remix)

Listed as The Reggister's, Cassandra Beck – Open (Krister Remix) (Rooftop Lounge) · Watch on YouTube

youtube_video IpoEmV3FR1w · row IpoEmV3FR1w

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Burning Love (Ronan Instrumental Remix)

Listed as Cassandra Beck, Beluga's Trio – Burning Love (Ronan Instrumental Remix) (Burning Love (Ronan Remix)) · Watch on YouTube

youtube_video JFeeHT-qQEs · row JFeeHT-qQEs

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Pop Goes the World

Listed as Cassandra Beck – Pop Goes the World (Life is Now or Never) · Watch on YouTube

youtube_video NDgQtNjW18k · row NDgQtNjW18k

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Every Teardrop is a Waterfall

Listed as Banda Do Sul, Cassandra Beck – Every Teardrop is a Waterfall (Every Teardrop is a Waterfall) · Watch on YouTube

youtube_video Rfxa0PRl87M · row Rfxa0PRl87M

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Signed, Sealed, Delivered (I'm Yours)

Listed as Cassandra Beck – Signed, Sealed, Delivered (I'm Yours) (Life is Now or Never) · Watch on YouTube

youtube_video TZcRE4jrC5M · row TZcRE4jrC5M

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You Gotta Be

Listed as Cassandra Beck – You Gotta Be (You Gotta Be) · Watch on YouTube

youtube_video VXIjtU99Zvk · row VXIjtU99Zvk

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Wrecking Ball

Listed as James Farrelli, Cassandra Beck – Wrecking Ball (Duets) · Watch on YouTube

youtube_video XujcZU9m1Uc · row XujcZU9m1Uc

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Dance With Me

Listed as Ronan, Cassandra Beck – Dance With Me (Dance With Me) · Watch on YouTube

youtube_video Y-qkwoFrRwM · row Y-qkwoFrRwM

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Back for Good

Listed as The Cooltrane Quartet, Cassandra Beck – Back for Good (Back for Good) · Watch on YouTube

youtube_video bV1vmXkNI1I · row bV1vmXkNI1I

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Burning Love

Listed as Cassandra Beck, Beluga's Trio – Burning Love (Burning Love) · Watch on YouTube

youtube_video ca3n8IchSMc · row ca3n8IchSMc

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Woman in Chains (feat. Jamie Lancaster)

Listed as Cassandra Beck – Woman in Chains (feat. Jamie Lancaster) (On the Rise) · Watch on YouTube

youtube_video exL4c2Gl-Gg · row exL4c2Gl-Gg

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Smile (Bossa Nova Mix)

Listed as Cassandra Beck – Smile (Bossa Nova Mix) (Smile (Bossa Nova Mix)) · Watch on YouTube

youtube_video fXz0LcTsjBs · row fXz0LcTsjBs

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Keep on Trusting

Listed as Max Dubster, Cassandra Beck – Keep on Trusting (Reggae Island) · Watch on YouTube

youtube_video hmL8n_eNWcc · row hmL8n_eNWcc

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Be the One

Listed as Cassandra Beck – Be the One (Be the One) · Watch on YouTube

youtube_video iNhsHbqx828 · row iNhsHbqx828

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Burning Love (Ronan Remix)

Listed as Cassandra Beck, Beluga's Trio – Burning Love (Ronan Remix) (Burning Love (Ronan Remix)) · Watch on YouTube

youtube_video iehkUv_w2TQ · row iehkUv_w2TQ

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Holding out for a Hero (feat. Shelly Sony)

Listed as Cassandra Beck – Holding out for a Hero (feat. Shelly Sony) (Life is Now or Never) · Watch on YouTube

youtube_video kqNzlKvjgCM · row kqNzlKvjgCM

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Undercover of the Night

Listed as Cassandra Beck – Undercover of the Night (Undercover of the Night) · Watch on YouTube

youtube_video o6GC5WoJk88 · row o6GC5WoJk88

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Don't Stop (feat. Jazzystics)

Listed as Cassandra Beck – Don't Stop (feat. Jazzystics) (On the Rise) · Watch on YouTube

youtube_video oYVC2gcW-G8 · row oYVC2gcW-G8

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Losing Grip

Listed as Cassandra Beck, Stella Starlight Trio – Losing Grip (Life is Now or Never) · Watch on YouTube

youtube_video qb1SzrrJTKg · row qb1SzrrJTKg

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Dance With Me (Instrumental Mix)

Listed as Ronan, Cassandra Beck – Dance With Me (Instrumental Mix) (Dance With Me) · Watch on YouTube

youtube_video rLlc1mygYrs · row rLlc1mygYrs

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Down to Earth

Listed as Cassandra Beck – Down to Earth (Down to Earth) · Watch on YouTube

youtube_video rwqRQhqO1ig · row rwqRQhqO1ig

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Eyes Without a Face

Listed as Cassandra Beck, Max Dubster – Eyes Without a Face (Eyes Without a Face) · Watch on YouTube

youtube_video t8in9VBMJhM · row t8in9VBMJhM

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Too Good at Goodbyes

Listed as Cassandra Beck – Too Good at Goodbyes (Too Good at Goodbyes) · Watch on YouTube

youtube_video tka3hQXSo0Q · row tka3hQXSo0Q

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You Got Me Rocking

Listed as Cassandra Beck – You Got Me Rocking (On the Rise) · Watch on YouTube

youtube_video uP5Rw6huiEs · row uP5Rw6huiEs

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Holding out for a Hero (Acoustic & Organic Mix)

Listed as Cassandra Beck – Holding out for a Hero (Acoustic & Organic Mix) (Holding out for a Hero (Acoustic & Organic Mix)) · Watch on YouTube

youtube_video wW6BCVncneU · row wW6BCVncneU

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I Finally Found Someone (feat. Jamie Lancaster)

Listed as Cassandra Beck – I Finally Found Someone (feat. Jamie Lancaster) (I Finally Found Someone) · Watch on YouTube

youtube_video wfwZIeuqizg · row wfwZIeuqizg

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Da Ya Think I'm Sexy?

Listed as Cassandra Beck – Da Ya Think I'm Sexy? (Jazz and 70s) · Watch on YouTube

youtube_video zSCIBFAq95A · row zSCIBFAq95A

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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.