Yes. Latin Fresh has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Tu Belleza (feat. El Roockie), Testimonio 1, Malcriao

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Tu Belleza (feat. El Roockie)

Listed as Latin Fresh – Tu Belleza (feat. El Roockie) (Cuarta Carta) · Watch on YouTube

youtube_video 0PpGaCnYEMw · row 0PpGaCnYEMw

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Testimonio 1

Listed as Latin Fresh – Testimonio 1 (El Panameño) · Watch on YouTube

youtube_video 0R46xS3BGJU · row 0R46xS3BGJU

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Malcriao

Listed as Latin Fresh – Malcriao (Urban City 2) · Watch on YouTube

youtube_video 2-oG3P0xbxY · row 2-oG3P0xbxY

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Maestra Vida

Listed as Latin Fresh – Maestra Vida (Urban City 2) · Watch on YouTube

youtube_video 3Dytcur5ztg · row 3Dytcur5ztg

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Mi Voz

Listed as Latin Fresh – Mi Voz (Metro & Concreto) · Watch on YouTube

youtube_video 3mh1kIUa86M · row 3mh1kIUa86M

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Locu Locura (feat. De La Ghetto)

Listed as Latin Fresh – Locu Locura (feat. De La Ghetto) (Urban City 2) · Watch on YouTube

youtube_video 54NbSCs8Nfc · row 54NbSCs8Nfc

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En Mi Barrio (feat. Comandante & Corruption Team)

Listed as Latin Fresh – En Mi Barrio (feat. Comandante & Corruption Team) (El Panameño) · Watch on YouTube

youtube_video 6iEOKrtO9nE · row 6iEOKrtO9nE

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No Quiero Dealin'

Listed as Latin Fresh – No Quiero Dealin' (Latin Fresh) · Watch on YouTube

youtube_video 6q8ROcb3p0Y · row 6q8ROcb3p0Y

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Tranquilo

Listed as Latin Fresh – Tranquilo (Tranquilo) · Watch on YouTube

youtube_video 71Lbkl-4n7U · row 71Lbkl-4n7U

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Muévelo

Listed as Latin Fresh – Muévelo (Latin Fresh) · Watch on YouTube

youtube_video 8RzcX-efYOM · row 8RzcX-efYOM

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Soy Tu Pesadilla

Listed as Latin Fresh – Soy Tu Pesadilla (Pesadilla Vol 3: The Last Nightmare) · Watch on YouTube

youtube_video FuYEQBklKFI · row FuYEQBklKFI

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Aviso De Precaucion

Listed as Latin Fresh – Aviso De Precaucion (Urban City) · Watch on YouTube

youtube_video H_0pvjnL2Kw · row H_0pvjnL2Kw

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Viernes Social

Listed as Latin Fresh – Viernes Social (Tranquilo) · Watch on YouTube

youtube_video Ik66msrNueY · row Ik66msrNueY

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Ella Se Arrebata

Listed as Latin Fresh – Ella Se Arrebata (Ella Se Arrebata) · Watch on YouTube

youtube_video JVphEx8OTFk · row JVphEx8OTFk

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Hola Latino

Listed as Latin Fresh – Hola Latino (Waka Attack) · Watch on YouTube

youtube_video KWYRvp0vC-Y · row KWYRvp0vC-Y

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Sacudelo

Listed as Latin Fresh – Sacudelo (Urban City 2) · Watch on YouTube

youtube_video KmfKPKm4Elw · row KmfKPKm4Elw

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Ritual de Balas y Pistolas (Hola)

Listed as Latin Fresh – Ritual de Balas y Pistolas (Hola) (Waka Attack) · Watch on YouTube

youtube_video QGbpEJsqd0Y · row QGbpEJsqd0Y

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Te Cogí

Listed as Latin Fresh – Te Cogí (Te Cogí) · Watch on YouTube

youtube_video RoWiNsAC3vY · row RoWiNsAC3vY

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Control

Listed as Latin Fresh – Control (El Panameño) · Watch on YouTube

youtube_video SpQJO2dflXs · row SpQJO2dflXs

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Donde 'tan Las Guiales (feat. Yaga Y Mackie Ranks)

Listed as Latin Fresh – Donde 'tan Las Guiales (feat. Yaga Y Mackie Ranks) (Cuarta Carta) · Watch on YouTube

youtube_video SrS8Cp1buz4 · row SrS8Cp1buz4

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Vacilón (feat. Landa Freak)

Listed as Latin Fresh – Vacilón (feat. Landa Freak) (Urban City 2) · Watch on YouTube

youtube_video U-jGfqYX4_8 · row U-jGfqYX4_8

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Chicas (feat. Tommy Real)

Listed as Latin Fresh – Chicas (feat. Tommy Real) (Waka Attack) · Watch on YouTube

youtube_video UJWSSXAKiJE · row UJWSSXAKiJE

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Preparados

Listed as Latin Fresh – Preparados (Tranquilo) · Watch on YouTube

youtube_video ULZtH5-ZMgE · row ULZtH5-ZMgE

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De Que Te Vale

Listed as Latin Fresh – De Que Te Vale (Urban City 2) · Watch on YouTube

youtube_video UQM9X-FFGW8 · row UQM9X-FFGW8

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Condón

Listed as Latin Fresh – Condón (La Unión YT) · Watch on YouTube

youtube_video VFJ-NPHVLO4 · row VFJ-NPHVLO4

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Tocarte Toa 2012 (feat. Big Yamo & Jimmy Bad Boy)

Listed as Latin Fresh – Tocarte Toa 2012 (feat. Big Yamo & Jimmy Bad Boy) (Urban City (El Anexo)) · Watch on YouTube

youtube_video _4fMTJNA7n8 · row _4fMTJNA7n8

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Culazo (feat. Prince Balboa)

Listed as Latin Fresh – Culazo (feat. Prince Balboa) (Plan Calle) · Watch on YouTube

youtube_video b7zMJkb84oM · row b7zMJkb84oM

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Contra La Pared

Listed as Latin Fresh – Contra La Pared (Urban City 2) · Watch on YouTube

youtube_video bS6mjvPHeY4 · row bS6mjvPHeY4

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Suena El Beat (Super Rmx) (feat. Phantom)

Listed as Latin Fresh – Suena El Beat (Super Rmx) (feat. Phantom) (Urban City) · Watch on YouTube

youtube_video bSg2RbeMSYI · row bSg2RbeMSYI

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Bata Bata 2

Listed as Latin Fresh – Bata Bata 2 (Plan Calle) · Watch on YouTube

youtube_video d2orv97IFi0 · row d2orv97IFi0

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La Plena Del Emono

Listed as Latin Fresh – La Plena Del Emono (La Plena Del Emono) · Watch on YouTube

youtube_video f1RJmKaIIbE · row f1RJmKaIIbE

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Pum Pum Parao (feat. Boy C)

Listed as Latin Fresh – Pum Pum Parao (feat. Boy C) (Urban City 2) · Watch on YouTube

youtube_video hLj2Hwr77js · row hLj2Hwr77js

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Que Sopa

Listed as Latin Fresh – Que Sopa (Plan Calle) · Watch on YouTube

youtube_video ju8pEGjVqsg · row ju8pEGjVqsg

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Dancehall Hooray

Listed as Latin Fresh – Dancehall Hooray (Urban City 2) · Watch on YouTube

youtube_video l3kZlJYUoWA · row l3kZlJYUoWA

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Que Pecado

Listed as Latin Fresh – Que Pecado (Metro & Concreto) · Watch on YouTube

youtube_video lIzAVTVFZTc · row lIzAVTVFZTc

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More Than Them

Listed as Latin Fresh – More Than Them (Tranquilo) · Watch on YouTube

youtube_video mzE_fBIrW7A · row mzE_fBIrW7A

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Suffering (feat. I Nesta & Kanabiz)

Listed as Latin Fresh – Suffering (feat. I Nesta & Kanabiz) (Urban City) · Watch on YouTube

youtube_video nZzGHkErk0I · row nZzGHkErk0I

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Bailando Sin Ropa

Listed as Latin Fresh – Bailando Sin Ropa (Bailando Sin Ropa) · Watch on YouTube

youtube_video o0b5sR2t3lc · row o0b5sR2t3lc

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Vueltita

Listed as Latin Fresh – Vueltita (Urban City) · Watch on YouTube

youtube_video oRnmRID3EQM · row oRnmRID3EQM

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Temblando

Listed as Latin Fresh – Temblando (Urban City (El Anexo)) · Watch on YouTube

youtube_video ojrx5gGQm7U · row ojrx5gGQm7U

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Baila Sola

Listed as Latin Fresh – Baila Sola (Urban City 2) · Watch on YouTube

youtube_video orbIoUE4bkU · row orbIoUE4bkU

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Vamonos Para La Disco (feat. Kafu Banton)

Listed as Latin Fresh – Vamonos Para La Disco (feat. Kafu Banton) (Cuarta Carta) · Watch on YouTube

youtube_video p_QZKQMPQZs · row p_QZKQMPQZs

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Tranquilo (Disco Mix)

Listed as Latin Fresh – Tranquilo (Disco Mix) (Tranquilo) · Watch on YouTube

youtube_video qohCSJgtnmI · row qohCSJgtnmI

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No Imagine (feat. Pamela Clark & Almirante)

Listed as Latin Fresh – No Imagine (feat. Pamela Clark & Almirante) (Waka Attack) · Watch on YouTube

youtube_video sqhHk67k7dc · row sqhHk67k7dc

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No Juegues Con Tu Suerte

Listed as Latin Fresh – No Juegues Con Tu Suerte (Latin Fresh) · Watch on YouTube

youtube_video uwpXA5z0Zvk · row uwpXA5z0Zvk

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Ciudad Gotica Ft el Kid (feat. el Kid)

Listed as Latin Fresh – Ciudad Gotica Ft el Kid (feat. el Kid) (Maravilla Lírica, Vol. 2) · Watch on YouTube

youtube_video vmassAvCXWk · row vmassAvCXWk

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Zoom

Listed as Latin Fresh – Zoom (Zoom) · Watch on YouTube

youtube_video wFsB6UMDAWg · row wFsB6UMDAWg

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Money Lover

Listed as Latin Fresh, Regue Records – Money Lover (Money Lover) · Watch on YouTube

youtube_video xkKbQlWlUXg · row xkKbQlWlUXg

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Voy a Toa

Listed as Latin Fresh – Voy a Toa (Urban City) · Watch on YouTube

youtube_video zEsVW5fZB6Q · row zEsVW5fZB6Q

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Dicen Por Ahí

Listed as Latin Fresh – Dicen Por Ahí (Urban City 2) · Watch on YouTube

youtube_video ziXFoxXBJXM · row ziXFoxXBJXM

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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.