Yes. Ray Perez has 143 songs listed in a dataset used to train AI music models.

Used for training 143

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 Aquí Estoy de Nuevo (feat. Los Dementes), Juan el Navajo, Los Que Son (feat. MC Killer, Allen Spyda & Ch12)

Listed under the artist name 143 songs in LAION-DISCO-12M

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

Aquí Estoy de Nuevo (feat. Los Dementes)

Listed as Ray Perez – Aquí Estoy de Nuevo (feat. Los Dementes) (El Milagro) · Watch on YouTube

youtube_video -XbbuUqnAts · row -XbbuUqnAts

LAION-DISCO-12M

Juan el Navajo

Listed as Los Dementes, Ray Perez – Juan el Navajo (Pura Salsa....) · Watch on YouTube

youtube_video 01ZiM01mBEk · row 01ZiM01mBEk

LAION-DISCO-12M

Los Que Son (feat. MC Killer, Allen Spyda & Ch12)

Listed as Jd Music, Dante Damage, Ray Pérez – Los Que Son (feat. MC Killer, Allen Spyda & Ch12) (Los Que Son) · Watch on YouTube

youtube_video 1i2mkFyeXak · row 1i2mkFyeXak

LAION-DISCO-12M

El Intenso

Listed as Ray Perez – El Intenso (Aqui estoy) · Watch on YouTube

youtube_video 39w54Wl1hMc · row 39w54Wl1hMc

LAION-DISCO-12M

Muchacho Loco

Listed as Ray Pérez, Perucho Torcat – Muchacho Loco (They do It) · Watch on YouTube

youtube_video 3IlCuK3shwo · row 3IlCuK3shwo

LAION-DISCO-12M

Tribilin

Listed as Ray Pérez – Tribilin (Ray Pérez y Su Orquesta) · Watch on YouTube

youtube_video 4Jx7b_GCmsg · row 4Jx7b_GCmsg

LAION-DISCO-12M

Pa Lante (Radio Edit)

Listed as Dante Damage, SalsaFitt, Ray Perez, Chase the Musical Sequence – Pa Lante (Radio Edit) (Celebrando la Vida) · Watch on YouTube

youtube_video 5LGczxEZcYg · row 5LGczxEZcYg

LAION-DISCO-12M

Pura Candela

Listed as Dante Damage, Ray Pérez – Pura Candela (This Is Dante) · Watch on YouTube

youtube_video 5dJFgpAjVcA · row 5dJFgpAjVcA

LAION-DISCO-12M

Mapeye Sentimental

Listed as Ray Pérez – Mapeye Sentimental (Yo Soy el Rey de la Salsa) · Watch on YouTube

youtube_video 6DoX-pHBHUs · row 6DoX-pHBHUs

LAION-DISCO-12M

Fuerte (Radio Edit)

Listed as Dante Damage, SalsaFitt, Ray Perez, Chase the Musical Sequence – Fuerte (Radio Edit) (Celebrando la Vida) · Watch on YouTube

youtube_video 6SLuM4Itjts · row 6SLuM4Itjts

LAION-DISCO-12M

Los Que Son

Listed as Dante Damage, Ray Pérez – Los Que Son (Pandemia: The Mixtape) · Watch on YouTube

youtube_video 8amhBHWx9ck · row 8amhBHWx9ck

LAION-DISCO-12M

Tal Para Cual

Listed as Ray Perez – Tal Para Cual (Aqui estoy) · Watch on YouTube

youtube_video B-wzCJ7rEtU · row B-wzCJ7rEtU

LAION-DISCO-12M

Donde la Tarde Muere

Listed as Ray Pérez – Donde la Tarde Muere (Lo Mejor de Ray Pérez) · Watch on YouTube

youtube_video DAGld6oCC4I · row DAGld6oCC4I

LAION-DISCO-12M

Aqui Estoy

Listed as Ray Perez – Aqui Estoy (Aqui estoy) · Watch on YouTube

youtube_video Esi7o27jCcE · row Esi7o27jCcE

LAION-DISCO-12M

Solidaridad (Radio Edit)

Listed as Dante Damage, SalsaFitt, Ray Perez, Chase the Musical Sequence – Solidaridad (Radio Edit) (Celebrando la Vida) · Watch on YouTube

youtube_video GaJojUXcZps · row GaJojUXcZps

LAION-DISCO-12M

Qué berraquera

Listed as Ray Perez – Qué berraquera (Salsa Rarities) · Watch on YouTube

youtube_video HC0-6XJP67M · row HC0-6XJP67M

LAION-DISCO-12M

La Santa

Listed as Ray Pérez – La Santa (La Santa) · Watch on YouTube

youtube_video I-x6rDnRhtg · row I-x6rDnRhtg

LAION-DISCO-12M

Mi Parte (Radio Edit)

Listed as Dante Damage, SalsaFitt, Ray Perez, Chase the Musical Sequence – Mi Parte (Radio Edit) (Celebrando la Vida) · Watch on YouTube

youtube_video IVrqbpqf5Uk · row IVrqbpqf5Uk

LAION-DISCO-12M

El Valluno

Listed as Ray Perez, Los Kenya – El Valluno (Salsa) · Watch on YouTube

youtube_video IirVABPO_rk · row IirVABPO_rk

LAION-DISCO-12M

Metele Moral (Radio Edit)

Listed as Dante Damage, SalsaFitt, Ray Perez, Chase the Musical Sequence – Metele Moral (Radio Edit) (Celebrando la Vida) · Watch on YouTube

youtube_video K22b5Vp9thY · row K22b5Vp9thY

LAION-DISCO-12M

Fantasía

Listed as Ray Perez – Fantasía (Salsa Rarities) · Watch on YouTube

youtube_video KbmaAsIBP5M · row KbmaAsIBP5M

LAION-DISCO-12M

Rubia

Listed as Jota El Parche, Ray Pérez, Magaldi – Rubia (Rubia) · Watch on YouTube

youtube_video KjAFd4-6UV0 · row KjAFd4-6UV0

LAION-DISCO-12M

Una Vez Al Dia

Listed as Los Dementes, Ray Pérez – Una Vez Al Dia (Estamos Caminando!) · Watch on YouTube

youtube_video OWaYzSiSPWs · row OWaYzSiSPWs

LAION-DISCO-12M

Yo No Soy Él

Listed as Los Dementes, Ray Pérez – Yo No Soy Él (El Trigueño Cintura) · Watch on YouTube

youtube_video RnQ3OF_fqxE · row RnQ3OF_fqxE

LAION-DISCO-12M

Miénteme

Listed as Ray Perez – Miénteme (Salsa Rarities) · Watch on YouTube

youtube_video S7rlQ5tl7wo · row S7rlQ5tl7wo

LAION-DISCO-12M

Es Mío (Radio Edit)

Listed as Dante Damage, SalsaFitt, Ray Perez, Chase the Musical Sequence – Es Mío (Radio Edit) (Celebrando la Vida) · Watch on YouTube

youtube_video UyxWxbwh0Bk · row UyxWxbwh0Bk

LAION-DISCO-12M

Mi bongo (feat. Victor Morillo)

Listed as Ray Perez – Mi bongo (feat. Victor Morillo) (Salsa Rarities) · Watch on YouTube

youtube_video Vt3QtwesD9Y · row Vt3QtwesD9Y

LAION-DISCO-12M

Tierra y Mar

Listed as Los Kenya, Ray Pérez – Tierra y Mar (Nuevo Dia) · Watch on YouTube

youtube_video XVyeStACczY · row XVyeStACczY

LAION-DISCO-12M

Mi Bomba

Listed as Los Dementes, Ray Pérez – Mi Bomba (El Trigueño Cintura) · Watch on YouTube

youtube_video _LE8qzS6loA · row _LE8qzS6loA

LAION-DISCO-12M

Papitas

Listed as Jota El Parche, Ray Pérez, Magaldi – Papitas (Papitas) · Watch on YouTube

youtube_video axiJdrXo0j0 · row axiJdrXo0j0

LAION-DISCO-12M

Subete

Listed as Dante Damage, Allen Spyda, Ray Pérez – Subete (Pandemia: The Mixtape) · Watch on YouTube

youtube_video bkFWWkzFnB8 · row bkFWWkzFnB8

LAION-DISCO-12M

Muchacha zanahoria

Listed as Ray Perez – Muchacha zanahoria (Salsa Rarities) · Watch on YouTube

youtube_video cbSsZuI8zf8 · row cbSsZuI8zf8

LAION-DISCO-12M

Anoche Aprendí

Listed as Ray Pérez – Anoche Aprendí (Lo Mejor de Ray Pérez) · Watch on YouTube

youtube_video g29LV-5MOKY · row g29LV-5MOKY

LAION-DISCO-12M

No Hay Pasto

Listed as Ray Perez, Los Kenya – No Hay Pasto (Salsa) · Watch on YouTube

youtube_video gbcN3mFmLCo · row gbcN3mFmLCo

LAION-DISCO-12M

Quién Me Iba a Decir

Listed as Los Dementes, Ray Pérez – Quién Me Iba a Decir (Estamos Caminando!) · Watch on YouTube

youtube_video nRd4SuWIbDk · row nRd4SuWIbDk

LAION-DISCO-12M

Yo Tengo un Guía

Listed as Los Nuevos Dementes, Ray Pérez, Los Dementes – Yo Tengo un Guía (Yo Tengo un Guía) · Watch on YouTube

youtube_video otsMmNeN92k · row otsMmNeN92k

LAION-DISCO-12M

Deja (Radio Edit)

Listed as Dante Damage, SalsaFitt, Ray Perez, Chase the Musical Sequence – Deja (Radio Edit) (Celebrando la Vida) · Watch on YouTube

youtube_video qU7iGOlWEZY · row qU7iGOlWEZY

LAION-DISCO-12M

El Secretico

Listed as Ray Perez – El Secretico (Aqui estoy) · Watch on YouTube

youtube_video rNKOZk41GAw · row rNKOZk41GAw

LAION-DISCO-12M

Piano Sings

Listed as Ray Pérez – Piano Sings (Un Piano Bar) · Watch on YouTube

youtube_video ryCrEL4GONk · row ryCrEL4GONk

LAION-DISCO-12M

Corazones (Radio Edit)

Listed as Dante Damage, SalsaFitt, Ray Perez, Chase the Musical Sequence – Corazones (Radio Edit) (Celebrando la Vida) · Watch on YouTube

youtube_video t4kt-aROW_U · row t4kt-aROW_U

LAION-DISCO-12M

Adiós Madeira

Listed as Ray Pérez – Adiós Madeira (Ray Pérez y Su Orquesta) · Watch on YouTube

youtube_video xJIOV1pCGUA · row xJIOV1pCGUA

LAION-DISCO-12M

Melda

Listed as Los Kenya, Ray Pérez – Melda (Nuevo Dia) · Watch on YouTube

youtube_video xKf9TXlBUHg · row xKf9TXlBUHg

LAION-DISCO-12M

Original

Listed as Ray Perez, Bhags – Original (Original) · Watch on YouTube

youtube_video y0wrJYgPFe8 · row y0wrJYgPFe8

LAION-DISCO-12M

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.