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.

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.

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

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

youtube_video 19ylkYujy9c · row 19ylkYujy9c

LAION-DISCO-12M

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

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

youtube_video 4X_vA_shjSQ · row 4X_vA_shjSQ

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

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

youtube_video 4ebb793PSHE · row 4ebb793PSHE

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

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

youtube_video 4yVg2SC_-Ew · row 4yVg2SC_-Ew

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

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

youtube_video 52FBYWZWhcA · row 52FBYWZWhcA

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

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

youtube_video 5LaFEdkSoCw · row 5LaFEdkSoCw

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Hard Trap Beat (Classics)

Listed as RAPBATTLE-ENS – Hard Trap Beat (Classics) (Hard Trap Beat (Classics)) · Watch on YouTube

youtube_video 5qfPZfgIc1k · row 5qfPZfgIc1k

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Hard Fast Rap Trap Beat Instrumental | Freestyle Beat - "Flow Swag" | Free Type Beat 2022

Listed as RAPBATTLE-ENS – Hard Fast Rap Trap Beat Instrumental | Freestyle Beat - "Flow Swag" | Free Type Beat 2022 (Hard Fast Rap Trap Beat Instrumental | Freestyle Beat - "Flow Swag" | Free Type Beat 2022) · Watch on YouTube

youtube_video 998Fsg7Dbqw · row 998Fsg7Dbqw

LAION-DISCO-12M

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

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

youtube_video 9QGtg6_9FB4 · row 9QGtg6_9FB4

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Base de Trap - "Flow Lasted"

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

youtube_video 9lnDrHiz3vk · row 9lnDrHiz3vk

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Flow Huge

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

youtube_video 9yNJlIRmts8 · row 9yNJlIRmts8

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

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

youtube_video AKEWBSCbRJU · row AKEWBSCbRJU

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

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

youtube_video DgmONL9zSdA · row DgmONL9zSdA

LAION-DISCO-12M

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

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

youtube_video EeD3DD7myLI · row EeD3DD7myLI

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

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

youtube_video FYn1hs3FuS4 · row FYn1hs3FuS4

LAION-DISCO-12M

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

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

youtube_video GNhBCKRatU4 · row GNhBCKRatU4

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

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

youtube_video H4wt0legT4I · row H4wt0legT4I

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Type Beat - "Fire Flow"

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

youtube_video IMb6vTCcC6A · row IMb6vTCcC6A

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Beat: Flow High

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

youtube_video J4_lqlkIGBk · row J4_lqlkIGBk

LAION-DISCO-12M

Beat: Sin Orden

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

youtube_video JN1gahMSZ0U · row JN1gahMSZ0U

LAION-DISCO-12M

Hard Fast Rap Trap Beat Instrumental | Freestyle Beat - "Flow Banknotes" | Free Type Beat 2022

Listed as RAPBATTLE-ENS – Hard Fast Rap Trap Beat Instrumental | Freestyle Beat - "Flow Banknotes" | Free Type Beat 2022 (Hard Fast Rap Trap Beat Instrumental | Freestyle Beat - "Flow Banknotes" | Free Type Beat 2022) · Watch on YouTube

youtube_video J_ZthnJ5des · row J_ZthnJ5des

LAION-DISCO-12M

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

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

youtube_video KL5TW1wJXDo · row KL5TW1wJXDo

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Base de Trap - Fired

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

youtube_video KV2_3k-77aU · row KV2_3k-77aU

LAION-DISCO-12M

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

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

youtube_video LNOdnIfbe_c · row LNOdnIfbe_c

LAION-DISCO-12M

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

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

youtube_video MDZjE_QxFWE · row MDZjE_QxFWE

LAION-DISCO-12M

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

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

youtube_video Os6LixhXi7k · row Os6LixhXi7k

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Hard Fast Rap Trap Beat | Freestyle Beat (ASCENT) | Free Beats

Listed as RAPBATTLE-ENS – Hard Fast Rap Trap Beat | Freestyle Beat (ASCENT) | Free Beats (Hard Fast Rap Trap Beat | Freestyle Beat (ASCENT) | Free Beats) · Watch on YouTube

youtube_video P9QzRInn2FU · row P9QzRInn2FU

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Beats | Beat | Rap Beats | Rap Beat | Freestyle Beat (DARK HARD)

youtube_video Pa4-PokMQ0k · row Pa4-PokMQ0k

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

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

youtube_video PoHhXlwKvzI · row PoHhXlwKvzI

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Hard Trap Beat | Freestyle Type Beat (POWER UP1) | RAP BEATS

Listed as RAPBATTLE-ENS – Hard Trap Beat | Freestyle Type Beat (POWER UP1) | RAP BEATS (Hard Trap Beat | Freestyle Type Beat (POWER UP1) | RAP BEATS) · Watch on YouTube

youtube_video RgQsXQcr_PA · row RgQsXQcr_PA

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

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

youtube_video ScDVdq4iem4 · row ScDVdq4iem4

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Hard Trap Beat | Freestyle Type Beat (THE FAME) | RAP BEATS

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

youtube_video Suzbz5gwlks · row Suzbz5gwlks

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Hard Trap Beat | Freestyle Type Beat (BAG GUY) | RAP BEATS

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

youtube_video TGAB5hqJlNs · row TGAB5hqJlNs

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

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

youtube_video TJ44kVHuNvI · row TJ44kVHuNvI

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

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

youtube_video VmHElZql4Y8 · row VmHElZql4Y8

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

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

youtube_video XVa-o3WPmxk · row XVa-o3WPmxk

LAION-DISCO-12M

Type Beat - "Quality"

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

youtube_video YHvQKHIgvxM · row YHvQKHIgvxM

LAION-DISCO-12M

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

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

youtube_video Yq9I5bsZods · row Yq9I5bsZods

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Type Beat - "Fast Flow"

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

youtube_video ZLuFj5mHO30 · row ZLuFj5mHO30

LAION-DISCO-12M

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

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

youtube_video bEkFmHZVjFI · row bEkFmHZVjFI

LAION-DISCO-12M

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

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

youtube_video byaRniuo56k · row byaRniuo56k

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

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

youtube_video chbXYTRle8w · row chbXYTRle8w

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

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

youtube_video iB5hVvv_zKg · row iB5hVvv_zKg

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

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

youtube_video jQvdt8kbfR8 · row jQvdt8kbfR8

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

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

youtube_video miPQfS1MOmg · row miPQfS1MOmg

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

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

youtube_video s44OLFqzVrk · row s44OLFqzVrk

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

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

youtube_video sLjocQVoxIk · row sLjocQVoxIk

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Beat: Poder

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

youtube_video sfkSkqSCufQ · row sfkSkqSCufQ

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

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

youtube_video uokD05uQbWw · row uokD05uQbWw

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

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

youtube_video uxXGi7xbzDM · row uxXGi7xbzDM

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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.