Yes. Culture Beat has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Anything (Radio Converted), You Belong, Got to Get It

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Anything (Radio Converted)

Listed as Culture Beat – Anything (Radio Converted) (Anything) · Watch on YouTube

youtube_video -tvbB0PFky0 · row -tvbB0PFky0

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You Belong

Listed as Culture Beat – You Belong (Metamorphosis) · Watch on YouTube

youtube_video 0hbodav-BlA · row 0hbodav-BlA

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Got to Get It

Listed as Culture Beat – Got to Get It (Serenity) · Watch on YouTube

youtube_video 1rAIZevMdsg · row 1rAIZevMdsg

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Walk the Same Line

Listed as Culture Beat – Walk the Same Line (Inside Out) · Watch on YouTube

youtube_video 2_3K8e-zfTU · row 2_3K8e-zfTU

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Rocket to the Moon

Listed as Culture Beat – Rocket to the Moon (Serenity) · Watch on YouTube

youtube_video 30j4vRoDC_g · row 30j4vRoDC_g

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Rendez-Vous

Listed as Culture Beat – Rendez-Vous (Metamorphosis) · Watch on YouTube

youtube_video 4r-l-USN54M · row 4r-l-USN54M

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Nothing Can Come...

Listed as Culture Beat – Nothing Can Come... (Inside Out) · Watch on YouTube

youtube_video BpaCqpRp_9Q · row BpaCqpRp_9Q

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The Hurt

Listed as Culture Beat – The Hurt (Serenity) · Watch on YouTube

youtube_video CMPci4TrPGk · row CMPci4TrPGk

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Serenity (Epilog)

Listed as Culture Beat – Serenity (Epilog) (Serenity) · Watch on YouTube

youtube_video Chzqc_Me0_w · row Chzqc_Me0_w

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No Deeper Meaning (Club Mix)

Listed as Culture Beat – No Deeper Meaning (Club Mix) (No Deeper Meaning) · Watch on YouTube

youtube_video DKoiWyal6oo · row DKoiWyal6oo

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Pay No Mind

Listed as Culture Beat – Pay No Mind (Metamorphosis) · Watch on YouTube

youtube_video FuIT5czsy6Q · row FuIT5czsy6Q

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Key to Your Heart

Listed as Culture Beat – Key to Your Heart (Serenity) · Watch on YouTube

youtube_video I2rZctnzAOk · row I2rZctnzAOk

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The Other Side of Me

Listed as Culture Beat – The Other Side of Me (Serenity) · Watch on YouTube

youtube_video IRBfwI0j26c · row IRBfwI0j26c

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World in Your Hands (Tribal Mix)

Listed as Culture Beat – World in Your Hands (Tribal Mix) (World in Your Hands) · Watch on YouTube

youtube_video Imcf7yNAIno · row Imcf7yNAIno

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Mr. Vain (Mr. Rave)

Listed as Culture Beat – Mr. Vain (Mr. Rave) (Mr. Vain) · Watch on YouTube

youtube_video J8klV15Spus · row J8klV15Spus

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No Deeper Meaning (51 West 52 Street Mix)

Listed as Culture Beat – No Deeper Meaning (51 West 52 Street Mix) (No Deeper Meaning) · Watch on YouTube

youtube_video NUHSeEgHv6s · row NUHSeEgHv6s

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Take Me Away

Listed as Culture Beat – Take Me Away (Inside Out) · Watch on YouTube

youtube_video OsuAxb7Eki4 · row OsuAxb7Eki4

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Pray for Redemption

Listed as Culture Beat – Pray for Redemption (Metamorphosis) · Watch on YouTube

youtube_video Q-E-LeYG458 · row Q-E-LeYG458

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Crying in the Rain

Listed as Culture Beat – Crying in the Rain (Inside Out) · Watch on YouTube

youtube_video QEFx0U327xE · row QEFx0U327xE

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Metamorphosis

Listed as Culture Beat – Metamorphosis (Metamorphosis) · Watch on YouTube

youtube_video SP1FLj_m_-0 · row SP1FLj_m_-0

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Got to Get It (Hypnotic Mix)

Listed as Culture Beat – Got to Get It (Hypnotic Mix) (Got to Get It) · Watch on YouTube

youtube_video UbP2MazKscQ · row UbP2MazKscQ

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Mr. Vain

Listed as Culture Beat – Mr. Vain (Serenity) · Watch on YouTube

youtube_video V3qUoiwr5kQ · row V3qUoiwr5kQ

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Mr. Vain (Original Radio Edit)

Listed as Culture Beat – Mr. Vain (Original Radio Edit) (Mr. Vain) · Watch on YouTube

youtube_video VAmq5-wcLHE · row VAmq5-wcLHE

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Do You Really Know

Listed as Culture Beat – Do You Really Know (Metamorphosis) · Watch on YouTube

youtube_video ZTOPSNtie9M · row ZTOPSNtie9M

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Inside Out

Listed as Culture Beat – Inside Out (Inside Out) · Watch on YouTube

youtube_video _OJ7oD6k4GM · row _OJ7oD6k4GM

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Mr. Vain Recall (Radio Edit)

Listed as Culture Beat – Mr. Vain Recall (Radio Edit) (Mr. Vain Recall) · Watch on YouTube

youtube_video bGv3SH4sLqA · row bGv3SH4sLqA

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Under My Skin

Listed as Culture Beat – Under My Skin (Inside Out) · Watch on YouTube

youtube_video bZApOD4lVy8 · row bZApOD4lVy8

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Your Love (Radio Edit)

Listed as Culture Beat – Your Love (Radio Edit) (Your Love) · Watch on YouTube

youtube_video dXqIM4VUaG0 · row dXqIM4VUaG0

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Der Erdbeermund (Get into Magic Mix) (feat. Jo van Nelsen)

Listed as Culture Beat – Der Erdbeermund (Get into Magic Mix) (feat. Jo van Nelsen) (Cherry Lips / Der Erdbeermund) · Watch on YouTube

youtube_video dZx1tolyK8I · row dZx1tolyK8I

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I Like You (London Mix) (feat. Lana E. & Jay Supreme)

Listed as Culture Beat – I Like You (London Mix) (feat. Lana E. & Jay Supreme) (I Like You) · Watch on YouTube

youtube_video gue4_xFXs8Q · row gue4_xFXs8Q

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Do I Have You?

Listed as Culture Beat – Do I Have You? (Inside Out) · Watch on YouTube

youtube_video iCMBw3SsgXg · row iCMBw3SsgXg

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Got to Get It (Club Mix)

Listed as Culture Beat – Got to Get It (Club Mix) (Got to Get It) · Watch on YouTube

youtube_video kX63LNU14XY · row kX63LNU14XY

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Mother Earth

Listed as Culture Beat – Mother Earth (Serenity) · Watch on YouTube

youtube_video l5--oXR73nA · row l5--oXR73nA

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Crying in the Rain (Original Radio Edit)

Listed as Culture Beat – Crying in the Rain (Original Radio Edit) (Crying in the Rain) · Watch on YouTube

youtube_video ljpNN1q10y0 · row ljpNN1q10y0

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DMC-Megamix - Tribute to Torsten Fenslau

Listed as Culture Beat – DMC-Megamix - Tribute to Torsten Fenslau (Adelante!) · Watch on YouTube

youtube_video mYY-64xFQjo · row mYY-64xFQjo

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Insanity (Original Radio Edit)

Listed as Culture Beat – Insanity (Original Radio Edit) (Insanity) · Watch on YouTube

youtube_video mbN-K5kBGMY · row mbN-K5kBGMY

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Troubles

Listed as Culture Beat – Troubles (Inside Out) · Watch on YouTube

youtube_video mmAeC8GsGwU · row mmAeC8GsGwU

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Intro

Listed as Culture Beat – Intro (Inside Out) · Watch on YouTube

youtube_video o6hpYIqJU6I · row o6hpYIqJU6I

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Tell Me That You Wait

Listed as Culture Beat – Tell Me That You Wait (Horizon) · Watch on YouTube

youtube_video qwz5ZAT9Doo · row qwz5ZAT9Doo

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Blue Skies

Listed as Culture Beat – Blue Skies (Metamorphosis) · Watch on YouTube

youtube_video s1VQilsQAAo · row s1VQilsQAAo

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Adelante!

Listed as Culture Beat – Adelante! (Serenity) · Watch on YouTube

youtube_video t_YbGBzxZKs · row t_YbGBzxZKs

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Get It Right

Listed as Culture Beat – Get It Right (Inside Out) · Watch on YouTube

youtube_video uJzRSAL5XoM · row uJzRSAL5XoM

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Anything

Listed as Culture Beat – Anything (Serenity) · Watch on YouTube

youtube_video umcsMvbRZ_A · row umcsMvbRZ_A

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Take Me Away (Aboria Euro Mix)

Listed as Culture Beat – Take Me Away (Aboria Euro Mix) (Take Me Away) · Watch on YouTube

youtube_video vicwS3DDQho · row vicwS3DDQho

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Mr. Vain Recall (C. J. Stone Mix)

Listed as Culture Beat – Mr. Vain Recall (C. J. Stone Mix) (Mr. Vain Recall) · Watch on YouTube

youtube_video vtYJMlXho_U · row vtYJMlXho_U

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Serenity (Prolog)

Listed as Culture Beat – Serenity (Prolog) (Serenity) · Watch on YouTube

youtube_video w7eH83S6qiI · row w7eH83S6qiI

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I Like You (Original Radio Edit) (feat. Lana E. & Jay Supreme)

Listed as Culture Beat – I Like You (Original Radio Edit) (feat. Lana E. & Jay Supreme) (I Like You) · Watch on YouTube

youtube_video xMSXuBQ6p-Q · row xMSXuBQ6p-Q

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No Deeper Meaning (House Mix)

Listed as Culture Beat – No Deeper Meaning (House Mix) (No Deeper Meaning) · Watch on YouTube

youtube_video xUgzydNvFTc · row xUgzydNvFTc

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Anything (Grosser Club Mix)

Listed as Culture Beat – Anything (Grosser Club Mix) (Anything) · Watch on YouTube

youtube_video ym0qxEBZyBI · row ym0qxEBZyBI

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World in Your Hands

Listed as Culture Beat – World in Your Hands (Serenity) · Watch on YouTube

youtube_video zdlLUwZIBRk · row zdlLUwZIBRk

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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.