YouTrained

Artist Roberto Surace on YouTube Music

Yes. Roberto Surace has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 Lovely Time, Purize, Music On

Listed under the artist name 149 songs in LAION-DISCO-12M

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

Lovely Time

Listed as Roberto Surace – Lovely Time (IBIZA 2016) · Watch on YouTube

youtube_video -QxOI-JH4Ks · row -QxOI-JH4Ks

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Purize

Listed as Roberto Surace – Purize (Voltaire Music Pres. V) · Watch on YouTube

youtube_video 0SdmtEwPPu4 · row 0SdmtEwPPu4

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Music On

Listed as Roberto Surace – Music On (NoExcuse Ibiza VA 2016) · Watch on YouTube

youtube_video 0dU0C-sw78w · row 0dU0C-sw78w

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Simply Flavour

Listed as Roberto Surace – Simply Flavour (Off Sonar 2018) · Watch on YouTube

youtube_video 1nHnUoA0l00 · row 1nHnUoA0l00

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Endless

Listed as Roberto Surace – Endless (Endless) · Watch on YouTube

youtube_video 3Dxz_3dRu_U · row 3Dxz_3dRu_U

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Come On

Listed as Roberto Surace – Come On (Shake The Bomb Ep) · Watch on YouTube

youtube_video 3VkIsCwWyY8 · row 3VkIsCwWyY8

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Colombia

Listed as Roberto Surace – Colombia (Coming of Age) · Watch on YouTube

youtube_video 4UrQJWMglfQ · row 4UrQJWMglfQ

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Push It

Listed as Roberto Surace – Push It (Shake The Bomb Ep) · Watch on YouTube

youtube_video 6XJieHyWIOw · row 6XJieHyWIOw

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It's Friday

Listed as Roberto Surace – It's Friday (Tech Weapons Vol 5 V.A.) · Watch on YouTube

youtube_video 7BorxMm69EY · row 7BorxMm69EY

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Bermuda (Gruuvelement's Remix)

Listed as Roberto Surace – Bermuda (Gruuvelement's Remix) (Bermuda Ep) · Watch on YouTube

youtube_video 7Cixr5LFQ1I · row 7Cixr5LFQ1I

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Love Beat

Listed as Roberto Surace – Love Beat (Tech Room, Vol. 3) · Watch on YouTube

youtube_video 7nupJLS7HH8 · row 7nupJLS7HH8

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Just Groove (Off Key Remix)

Listed as Roberto Surace, Off Key – Just Groove (Off Key Remix) (Joint 737) · Watch on YouTube

youtube_video 8Grmx-ycskU · row 8Grmx-ycskU

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All You Can Eat

Listed as Roberto Surace – All You Can Eat (Freak Deak) · Watch on YouTube

youtube_video BiOten01Fh4 · row BiOten01Fh4

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Wrong Kush

Listed as Roberto Surace – Wrong Kush (Wrong Kush) · Watch on YouTube

youtube_video C2xv1qtq1gc · row C2xv1qtq1gc

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Yourself

Listed as Roberto Surace – Yourself (Sex Therapy) · Watch on YouTube

youtube_video CGam65gX5G0 · row CGam65gX5G0

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Don't Stop

Listed as Roberto Surace – Don't Stop (Braise) · Watch on YouTube

youtube_video Cik2YeeONRc · row Cik2YeeONRc

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Hey Too Late

Listed as Roberto Surace – Hey Too Late (Oh My Shake, Vol. 2) · Watch on YouTube

youtube_video E0WiIxgxOdM · row E0WiIxgxOdM

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Groove

Listed as Roberto Surace – Groove (Mushroom's Re-Out) · Watch on YouTube

youtube_video JfMh_CkX10I · row JfMh_CkX10I

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Terrace

Listed as Roberto Surace – Terrace (Wrong Kush) · Watch on YouTube

youtube_video LFLtyJEtoVw · row LFLtyJEtoVw

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Mustache

Listed as Roberto Surace – Mustache (Braise) · Watch on YouTube

youtube_video M85qbg4TKtM · row M85qbg4TKtM

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Jack hall (Antonio Pica Remix)

Listed as Roberto Surace – Jack hall (Antonio Pica Remix) (Jack Hall Ep) · Watch on YouTube

youtube_video NmwjeAJcruw · row NmwjeAJcruw

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Circle In The Jungle (Franz Costa Remix)

Listed as Roberto Surace – Circle In The Jungle (Franz Costa Remix) (Percussionism EP) · Watch on YouTube

youtube_video Ogcdu2KP8bg · row Ogcdu2KP8bg

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Africa

Listed as Roberto Surace – Africa (Takes Your Mind) · Watch on YouTube

youtube_video QtWCT8vkq3Y · row QtWCT8vkq3Y

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Circle In The Jungle

Listed as Roberto Surace – Circle In The Jungle (Percussionism EP) · Watch on YouTube

youtube_video S6QUvYxVg0Q · row S6QUvYxVg0Q

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Running Times

Listed as Roberto Surace – Running Times (Summer Sampler 2016) · Watch on YouTube

youtube_video UFyG0W8QatU · row UFyG0W8QatU

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DirtyBounce

Listed as Roberto Surace – DirtyBounce (Dirtyclub Music Summer 2017) · Watch on YouTube

youtube_video XAXBJQ95kw8 · row XAXBJQ95kw8

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Groove

Listed as Roberto Surace – Groove (Percussionism EP) · Watch on YouTube

youtube_video YNcuapg3yUY · row YNcuapg3yUY

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Rolling Delays

Listed as Roberto Surace – Rolling Delays (Rolling Delays EP) · Watch on YouTube

youtube_video a9crg_OXij0 · row a9crg_OXij0

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F__k Down

Listed as Roberto Surace – F__k Down (Ibiza Off 2018) · Watch on YouTube

youtube_video bxuYK_e3V9Y · row bxuYK_e3V9Y

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Feel Good

Listed as Roberto Surace – Feel Good (El Verano) · Watch on YouTube

youtube_video cIydbkOiJek · row cIydbkOiJek

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Sex Appeal

Listed as Roberto Surace – Sex Appeal (Sex Appeal) · Watch on YouTube

youtube_video dn9sesRk9Ic · row dn9sesRk9Ic

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Make a Bounce

Listed as Roberto Surace – Make a Bounce (Various Artists) · Watch on YouTube

youtube_video gICpJ2X1bmI · row gICpJ2X1bmI

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Sex Therapy (Ufos Remix)

Listed as Roberto Surace – Sex Therapy (Ufos Remix) (Sex Therapy (The Remixes)) · Watch on YouTube

youtube_video gntpRZnpBxw · row gntpRZnpBxw

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Wake Up

Listed as Roberto Surace – Wake Up (Keep On Moving) · Watch on YouTube

youtube_video h3ADJwb16bg · row h3ADJwb16bg

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Bermuda

Listed as Roberto Surace – Bermuda (Bermuda Ep) · Watch on YouTube

youtube_video hrVdnFNIJ78 · row hrVdnFNIJ78

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Takes Your Mind

Listed as Roberto Surace – Takes Your Mind (Takes Your Mind) · Watch on YouTube

youtube_video inShzpUrqO0 · row inShzpUrqO0

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Sex Therapy

Listed as Roberto Surace – Sex Therapy (Sex Therapy) · Watch on YouTube

youtube_video jbHuvaI2YMs · row jbHuvaI2YMs

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I Wasnt (Roberto Surace Remix)

Listed as Zamoras, Roberto Surace – I Wasnt (Roberto Surace Remix) (Only Bitch€$ EP) · Watch on YouTube

youtube_video kSVHXZLMm_E · row kSVHXZLMm_E

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Let's Party (Unknown7 Remix)

Listed as Roberto Surace, Martin Occo – Let's Party (Unknown7 Remix) (Let's Party) · Watch on YouTube

youtube_video kyA8u142NRw · row kyA8u142NRw

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Tamba Jamba

Listed as Roberto Surace – Tamba Jamba (Sound Revolution) · Watch on YouTube

youtube_video nbDOYghBklE · row nbDOYghBklE

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Fireballs

Listed as Roberto Surace – Fireballs (Rolling Delays EP) · Watch on YouTube

youtube_video t4Pd0mFnY-I · row t4Pd0mFnY-I

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Playground

Listed as Roberto Surace – Playground (Wrong Kush) · Watch on YouTube

youtube_video u3KuT_Ww-QY · row u3KuT_Ww-QY

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Everyday

Listed as Roberto Surace – Everyday (Break It EP) · Watch on YouTube

youtube_video uLKZue31Rns · row uLKZue31Rns

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Wake Up

Listed as Roberto Surace – Wake Up (Keep On Moving) · Watch on YouTube

youtube_video v1_sTnRrWHI · row v1_sTnRrWHI

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Sound Revolution

Listed as Roberto Surace – Sound Revolution (Sound Revolution) · Watch on YouTube

youtube_video w2oV7GIahzg · row w2oV7GIahzg

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Jump Up (Antonio Pica Remix)

Listed as Roberto Surace – Jump Up (Antonio Pica Remix) (Bermuda Ep) · Watch on YouTube

youtube_video w81njzXXq3c · row w81njzXXq3c

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Rhythmic

Listed as Roberto Surace – Rhythmic (Rhythmic) · Watch on YouTube

youtube_video wZEq3JVe-_g · row wZEq3JVe-_g

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Break It

Listed as Roberto Surace – Break It (Break It EP) · Watch on YouTube

youtube_video xGEC53zvt9s · row xGEC53zvt9s

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Sex Therapy (Spega Remix)

Listed as Roberto Surace – Sex Therapy (Spega Remix) (Sex Therapy (The Remixes)) · Watch on YouTube

youtube_video yKUp46Fi52s · row yKUp46Fi52s

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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.

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