Yes. RAPBATTLE-ENS 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 Robusto, Base de Trap - "Flow Level", Type Beat - "High Flow"

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.

Robusto

Listed as RAPBATTLE-ENS – Robusto (Robusto) · Watch on YouTube

youtube_video -DZcnTNE7ws · row -DZcnTNE7ws

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Base de Trap - "Flow Level"

Listed as RAPBATTLE-ENS – Base de Trap - "Flow Level" (Base de Trap - "Flow Level") · Watch on YouTube

youtube_video 3FmS3ofVzeM · row 3FmS3ofVzeM

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Type Beat - "High Flow"

Listed as RAPBATTLE-ENS – Type Beat - "High Flow" (Type Beat - "High Flow") · Watch on YouTube

youtube_video 4-tl_iwMy5c · row 4-tl_iwMy5c

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Beat: Sin Rostro

Listed as RAPBATTLE-ENS – Beat: Sin Rostro (Beat: Sin Rostro) · Watch on YouTube

youtube_video 5yu3u4RdpnI · row 5yu3u4RdpnI

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Hard Trap Beat | Freestyle Type Beat (HEAVY FLOW) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (HEAVY FLOW) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (HEAVY FLOW) | RAP BEATS) · Watch on YouTube

youtube_video 8iCC9VS4TtA · row 8iCC9VS4TtA

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Hard Trap Beat | Freestyle Type Beat (GLOMY) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (GLOMY) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (GLOMY) | RAP BEATS) · Watch on YouTube

youtube_video 9iVxzXu7LWM · row 9iVxzXu7LWM

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Hard Trap Beat | Freestyle Type Beat (FRIDAY) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (FRIDAY) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (FRIDAY) | RAP BEATS) · Watch on YouTube

youtube_video 9lCLju-9tfY · row 9lCLju-9tfY

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Flow Levels

Listed as RAPBATTLE-ENS – Flow Levels (Flow Levels) · Watch on YouTube

youtube_video AH9GvK7TRKo · row AH9GvK7TRKo

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Freestyle Beat (GUILTY) | Free Type Beat 2024 | Hard Rap Beats

Listed as RAPBATTLE-ENS – Freestyle Beat (GUILTY) | Free Type Beat 2024 | Hard Rap Beats (Freestyle Beat (GUILTY) | Free Type Beat 2024 | Hard Rap Beats) · Watch on YouTube

youtube_video AjG4Fayy2vQ · row AjG4Fayy2vQ

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Hard Trap Beat | Freestyle Type Beat (MOTIVATED) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (MOTIVATED) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (MOTIVATED) | RAP BEATS) · Watch on YouTube

youtube_video CI2kAOIfFEI · row CI2kAOIfFEI

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Returns

Listed as RAPBATTLE-ENS – Returns (Returns) · Watch on YouTube

youtube_video CvrQIccfELM · row CvrQIccfELM

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Hard Trap Beat | Freestyle Type Beat (ABILITY) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (ABILITY) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (ABILITY) | RAP BEATS) · Watch on YouTube

youtube_video DdsgDGMpElA · row DdsgDGMpElA

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Flow Boss

Listed as RAPBATTLE-ENS – Flow Boss (Flow Boss) · Watch on YouTube

youtube_video E4awN8KZ0Qc · row E4awN8KZ0Qc

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Hard Trap Beat | Freestyle Type Beat (TOP) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (TOP) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (TOP) | RAP BEATS) · Watch on YouTube

youtube_video Eo-QdzTC2fs · row Eo-QdzTC2fs

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High

Listed as RAPBATTLE-ENS – High (High) · Watch on YouTube

youtube_video F2WWIN2g57c · row F2WWIN2g57c

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Hard Trap Beat | Freestyle Type Beat (FAMEE) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (FAMEE) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (FAMEE) | RAP BEATS) · Watch on YouTube

youtube_video F33nObB0wys · row F33nObB0wys

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Imponente

Listed as RAPBATTLE-ENS – Imponente (Imponente) · Watch on YouTube

youtube_video GVmTNS1HK1Q · row GVmTNS1HK1Q

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RAP BEATS | Freestyle Type Beat (POSSESSED 2) | HARD RAP BEATS

Listed as RAPBATTLE-ENS – RAP BEATS | Freestyle Type Beat (POSSESSED 2) | HARD RAP BEATS (RAP BEATS | Freestyle Type Beat (POSSESSED 2) | HARD RAP BEATS) · Watch on YouTube

youtube_video GmDnXBcW51c · row GmDnXBcW51c

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Hard Trap Beat | Freestyle Type Beat (BATTLE 2) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (BATTLE 2) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (BATTLE 2) | RAP BEATS) · Watch on YouTube

youtube_video I9asXDDL64Q · row I9asXDDL64Q

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Hard Trap Beat | Freestyle Type Beat (TWIST) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (TWIST) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (TWIST) | RAP BEATS) · Watch on YouTube

youtube_video MkPCtZw_FWY · row MkPCtZw_FWY

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Hard Trap Beat | Freestyle Type Beat (INFINITY) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (INFINITY) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (INFINITY) | RAP BEATS) · Watch on YouTube

youtube_video NOxQpLAjy8E · row NOxQpLAjy8E

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Hard Trap Beat | Freestyle Type Beat (EXTREME 2) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (EXTREME 2) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (EXTREME 2) | RAP BEATS) · Watch on YouTube

youtube_video SVFxDxHYxP0 · row SVFxDxHYxP0

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Hard Trap Beat | Freestyle Type Beat (VILLAIN) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (VILLAIN) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (VILLAIN) | RAP BEATS) · Watch on YouTube

youtube_video TneHSyVPiMA · row TneHSyVPiMA

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The One

Listed as RAPBATTLE-ENS – The One (The One) · Watch on YouTube

youtube_video Twpdo9KpCgk · row Twpdo9KpCgk

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Base de Trap - "Techniques"

Listed as RAPBATTLE-ENS – Base de Trap - "Techniques" (Base de Trap - "Techniques") · Watch on YouTube

youtube_video TxN-ZDZwQeA · row TxN-ZDZwQeA

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Condenado

Listed as RAPBATTLE-ENS – Condenado (Condenado) · Watch on YouTube

youtube_video UhQljffqTwY · row UhQljffqTwY

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Freestyle Beat: Double

Listed as RAPBATTLE-ENS – Freestyle Beat: Double (Freestyle Beat: Double) · Watch on YouTube

youtube_video Vcs1gl468lc · row Vcs1gl468lc

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Hard Trap Beat | Freestyle Type Beat (EXTREMEE) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (EXTREMEE) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (EXTREMEE) | RAP BEATS) · Watch on YouTube

youtube_video WosFwYxDwWE · row WosFwYxDwWE

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Hard Trap Beat | Freestyle Type Beat (ALL FLOW) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (ALL FLOW) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (ALL FLOW) | RAP BEATS) · Watch on YouTube

youtube_video XO_mMNVH9Rs · row XO_mMNVH9Rs

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Hard Trap Beat | Freestyle Type Beat (ALTERADO) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (ALTERADO) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (ALTERADO) | RAP BEATS) · Watch on YouTube

youtube_video XkmffnOQz5s · row XkmffnOQz5s

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Super

Listed as RAPBATTLE-ENS – Super (Super) · Watch on YouTube

youtube_video Z_177ye_GWM · row Z_177ye_GWM

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Base de Trap - "Flow Fury"

Listed as RAPBATTLE-ENS – Base de Trap - "Flow Fury" (Base de Trap - "Flow Fury") · Watch on YouTube

youtube_video a3JkEMb-4rc · row a3JkEMb-4rc

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Hard Trap Beat | Freestyle Type Beat (2) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (2) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (2) | RAP BEATS) · Watch on YouTube

youtube_video aE4S21l6D0U · row aE4S21l6D0U

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Flow En Fajas

Listed as RAPBATTLE-ENS – Flow En Fajas (Flow En Fajas) · Watch on YouTube

youtube_video aWRjaGzW0j4 · row aWRjaGzW0j4

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Base de Trap - "Flow Rules"

Listed as RAPBATTLE-ENS – Base de Trap - "Flow Rules" (Base de Trap - "Flow Rules") · Watch on YouTube

youtube_video cU-qAwaNwBo · row cU-qAwaNwBo

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Type Beat - "Charged"

Listed as RAPBATTLE-ENS – Type Beat - "Charged" (Type Beat - "Charged") · Watch on YouTube

youtube_video kUV2ugZ6U4g · row kUV2ugZ6U4g

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Hard Trap Beat | Freestyle Type Beat (MASK) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (MASK) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (MASK) | RAP BEATS) · Watch on YouTube

youtube_video kck5u6Dn_3A · row kck5u6Dn_3A

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Blessed

Listed as RAPBATTLE-ENS – Blessed (Blessed) · Watch on YouTube

youtube_video kjbdYRUHqfQ · row kjbdYRUHqfQ

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HARD BOOM BAP BEAT | Freestyle Type Beat (VORAZ) | RAP BEATS

Listed as RAPBATTLE-ENS – HARD BOOM BAP BEAT | Freestyle Type Beat (VORAZ) | RAP BEATS (HARD BOOM BAP BEAT | Freestyle Type Beat (VORAZ) | RAP BEATS) · Watch on YouTube

youtube_video kyHes9wrr9g · row kyHes9wrr9g

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Hard Trap Beat | Freestyle Type Beat (PESADO) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (PESADO) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (PESADO) | RAP BEATS) · Watch on YouTube

youtube_video ln-pixNhEiM · row ln-pixNhEiM

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RAP BEATS | Freestyle Type Beat (FULL) | HARD RAP BEATS

Listed as RAPBATTLE-ENS – RAP BEATS | Freestyle Type Beat (FULL) | HARD RAP BEATS (RAP BEATS | Freestyle Type Beat (FULL) | HARD RAP BEATS) · Watch on YouTube

youtube_video nRkXgHX2iiE · row nRkXgHX2iiE

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Hard Trap Beat | Freestyle Type Beat (MONEYTALKS) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (MONEYTALKS) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (MONEYTALKS) | RAP BEATS) · Watch on YouTube

youtube_video qNSi4PuqnCs · row qNSi4PuqnCs

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Hard Trap Beat | Freestyle Type Beat (STRIVER) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (STRIVER) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (STRIVER) | RAP BEATS) · Watch on YouTube

youtube_video rema_j8PD-M · row rema_j8PD-M

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Base de Trap - "Gangs"

Listed as RAPBATTLE-ENS – Base de Trap - "Gangs" (Base de Trap - "Gangs") · Watch on YouTube

youtube_video tOROS81GL2M · row tOROS81GL2M

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Freestyle Beat - "ROCK-STAR" | Free Type Beat | Hard Fast Rap Trap Beat Instrumental

Listed as RAPBATTLE-ENS – Freestyle Beat - "ROCK-STAR" | Free Type Beat | Hard Fast Rap Trap Beat Instrumental (Freestyle Beat - "ROCK-STAR" | Free Type Beat | Hard Fast Rap Trap Beat Instrumental) · Watch on YouTube

youtube_video t_S2DjAX-A0 · row t_S2DjAX-A0

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Hard Trap Beat | Freestyle Type Beat (POWER 2) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (POWER 2) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (POWER 2) | RAP BEATS) · Watch on YouTube

youtube_video tdwNV9evGUw · row tdwNV9evGUw

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Cash

Listed as RAPBATTLE-ENS – Cash (Cash) · Watch on YouTube

youtube_video twuxyQYkslg · row twuxyQYkslg

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Hard Trap Beat | Freestyle Type Beat (FLOW IN THE BAG) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (FLOW IN THE BAG) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (FLOW IN THE BAG) | RAP BEATS) · Watch on YouTube

youtube_video upZyTrANZ08 · row upZyTrANZ08

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Base de Trap - "Flow Activated"

Listed as RAPBATTLE-ENS – Base de Trap - "Flow Activated" (Base de Trap - "Flow Activated") · Watch on YouTube

youtube_video wW6pPzfMvZY · row wW6pPzfMvZY

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Hard Trap Beat | Freestyle Type Beat (G) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (G) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (G) | RAP BEATS) · Watch on YouTube

youtube_video zW_MKEQaZqE · row zW_MKEQaZqE

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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.