Yes. Lola Beltran has 160 songs listed in a dataset used to train AI music models.

Used for training 160

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 Las rejas no matan, Mañanitas Tapatias, Ofrenda guadalupana

Listed under the artist name 160 songs in LAION-DISCO-12M

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

Las rejas no matan

Listed as Lola Beltrán – Las rejas no matan (A 10 años....un recuerdo permanente) · Watch on YouTube

youtube_video 1eai23jLJUM · row 1eai23jLJUM

LAION-DISCO-12M

Mañanitas Tapatias

Listed as Lola Beltran – Mañanitas Tapatias (20 Temas en homenaje a la virgen de Guadalupe (- USA)) · Watch on YouTube

youtube_video 24_4mqtYMyQ · row 24_4mqtYMyQ

LAION-DISCO-12M

Ofrenda guadalupana

Listed as Lola Beltrán – Ofrenda guadalupana (20 Temas en homenaje a la virgen de Guadalupe (- USA)) · Watch on YouTube

youtube_video 2Ec7oE4bUAA · row 2Ec7oE4bUAA

LAION-DISCO-12M

Vámonos

Listed as Lola Beltrán – Vámonos (Cuando El Destino) · Watch on YouTube

youtube_video 2Xv5VcLBpUE · row 2Xv5VcLBpUE

LAION-DISCO-12M

Albur de Amor (En Vivo)

Listed as Lola Beltran – Albur de Amor (En Vivo) (Desde Bellas Artes, México (En Vivo)) · Watch on YouTube

youtube_video 32cE7ZqLsug · row 32cE7ZqLsug

LAION-DISCO-12M

Cuando El Destino

Listed as Lola Beltrán – Cuando El Destino (Cuando El Destino) · Watch on YouTube

youtube_video 4Pnl5JpXllI · row 4Pnl5JpXllI

LAION-DISCO-12M

La Canción Mixteca (En Vivo)

Listed as Lucha Villa, Lola Beltrán – La Canción Mixteca (En Vivo) (Éxitos en Vivo) · Watch on YouTube

youtube_video 5QI74Ixg8jk · row 5QI74Ixg8jk

LAION-DISCO-12M

El Sinaloense (En Vivo)

Listed as Lola Beltran – El Sinaloense (En Vivo) (Desde Bellas Artes, México (En Vivo)) · Watch on YouTube

youtube_video 5wRFFNbWSp0 · row 5wRFFNbWSp0

LAION-DISCO-12M

De Cualquier Modo (En Vivo)

Listed as Lola Beltran – De Cualquier Modo (En Vivo) (Desde Bellas Artes, México (En Vivo)) · Watch on YouTube

youtube_video 68rZmAJgt-E · row 68rZmAJgt-E

LAION-DISCO-12M

Un Mundo Raro & La Barca De Oro

Listed as Lola Beltrán – Un Mundo Raro & La Barca De Oro (Mi Música Mexicana) · Watch on YouTube

youtube_video 6bvXvdGxbOM · row 6bvXvdGxbOM

LAION-DISCO-12M

Cuando Dos Almas (En Vivo)

Listed as Lola Beltran – Cuando Dos Almas (En Vivo) (Desde Bellas Artes, México (En Vivo)) · Watch on YouTube

youtube_video 8KiAt_DKeHU · row 8KiAt_DKeHU

LAION-DISCO-12M

Pelea de gallos

Listed as Lola Beltrán – Pelea de gallos (Musica Ranchera "Cinco de Mayo" Vol. 2) · Watch on YouTube

youtube_video A5T1Af5sHh4 · row A5T1Af5sHh4

LAION-DISCO-12M

Jesús Maldonado

Listed as Lola Beltrán, José Alfredo Jiménez – Jesús Maldonado (Paloma Querida Y Otros Exitos) · Watch on YouTube

youtube_video B21cuyHOlWk · row B21cuyHOlWk

LAION-DISCO-12M

Mi Ciudad

Listed as Lola Beltrán – Mi Ciudad (México su Magia y su Música: Las Cantantes Rancheras) · Watch on YouTube

youtube_video BICqr5_tUiE · row BICqr5_tUiE

LAION-DISCO-12M

Tres Días (Digitally Remastered)

Listed as Lola Beltrán – Tres Días (Digitally Remastered) (La Gran Lola Beltrán, Vol. 3 (Digitally Remastered)) · Watch on YouTube

youtube_video CdW0VPnGHiQ · row CdW0VPnGHiQ

LAION-DISCO-12M

La Enorme Distancia

Listed as Lola Beltran – La Enorme Distancia (Rancheras Lola Beltran) · Watch on YouTube

youtube_video DXq2sVEHYy8 · row DXq2sVEHYy8

LAION-DISCO-12M

Cuando nadie te quiera

Listed as Lola Beltrán – Cuando nadie te quiera (Serie Diamante (USA)) · Watch on YouTube

youtube_video FNw1U6UFsiw · row FNw1U6UFsiw

LAION-DISCO-12M

La Tequilera

Listed as Lola Beltrán – La Tequilera (Mi Música Mexicana) · Watch on YouTube

youtube_video GUySBVLTqj0 · row GUySBVLTqj0

LAION-DISCO-12M

Cuando el Destino

Listed as Lola Beltran – Cuando el Destino (Dos Grandes de México Lola Beltrán y Luis Aguilar) · Watch on YouTube

youtube_video Hda79uBZDzI · row Hda79uBZDzI

LAION-DISCO-12M

La Llorona

Listed as Lola Beltrán – La Llorona (Cuando El Destino) · Watch on YouTube

youtube_video KfOIXRkG1j4 · row KfOIXRkG1j4

LAION-DISCO-12M

Guitarras De Media Noche

Listed as Lola Beltrán – Guitarras De Media Noche (Cuando El Destino) · Watch on YouTube

youtube_video LEGmM08f2Nk · row LEGmM08f2Nk

LAION-DISCO-12M

Canción Mixteca

Listed as Lola Beltrán – Canción Mixteca (Cuatro Copas) · Watch on YouTube

youtube_video M4WobeCSFz4 · row M4WobeCSFz4

LAION-DISCO-12M

Laguna de Pesares

Listed as Lola Beltran – Laguna de Pesares (Dos Grandes de México Lola Beltrán y Luis Aguilar) · Watch on YouTube

youtube_video NaYFRLjSsmM · row NaYFRLjSsmM

LAION-DISCO-12M

Que Bonito Amor (Ranchera)

Listed as Lola Beltrán – Que Bonito Amor (Ranchera) (Amalia Mendoza vs. Lola Beltrán) · Watch on YouTube

youtube_video P4kTCB4NF8E · row P4kTCB4NF8E

LAION-DISCO-12M

Que Te Vaya Bonito

Listed as Lola Beltran – Que Te Vaya Bonito (100 Mejores Éxitos de la Musica. Rancheras y Corridos Mexicanos) · Watch on YouTube

youtube_video POxTEI3N9D0 · row POxTEI3N9D0

LAION-DISCO-12M

Gorrioncillo Pecho Amarillo (Digitally Remastered)

Listed as Lola Beltrán – Gorrioncillo Pecho Amarillo (Digitally Remastered) (La Gran Lola Beltrán, Vol. 3 (Digitally Remastered)) · Watch on YouTube

youtube_video Pri7proR_VI · row Pri7proR_VI

LAION-DISCO-12M

Que me toquen las golondrinas

Listed as Lola Beltrán – Que me toquen las golondrinas (Espectaculares de Lola Beltran y Enriqueta Jimenez "La Prieta Linda") · Watch on YouTube

youtube_video Song3ZunaaQ · row Song3ZunaaQ

LAION-DISCO-12M

El mariachi

Listed as Lola Beltrán – El mariachi (¡Ay! Jalisco no te rajes) · Watch on YouTube

youtube_video U-5MUxfEVkg · row U-5MUxfEVkg

LAION-DISCO-12M

Se Me Hizo Fácil

Listed as Lola Beltrán – Se Me Hizo Fácil (Cuatro Copas) · Watch on YouTube

youtube_video U5XxhkVbd0s · row U5XxhkVbd0s

LAION-DISCO-12M

El Herradero

Listed as Lola Beltrán – El Herradero (Canciones Populares) · Watch on YouTube

youtube_video VFmFvUpOKPE · row VFmFvUpOKPE

LAION-DISCO-12M

Soy Infeliz

Listed as Lola Beltran – Soy Infeliz (Albur de Amor) · Watch on YouTube

youtube_video Vq6blP2evjM · row Vq6blP2evjM

LAION-DISCO-12M

Gritenme Piedras del Campo

Listed as Lola Beltran – Gritenme Piedras del Campo (100 Voces 100 Canciones) · Watch on YouTube

youtube_video WCodiw2wBhg · row WCodiw2wBhg

LAION-DISCO-12M

Vámonos

Listed as Lola Beltrán – Vámonos (Interpreta a José Alfredo Jiménez) · Watch on YouTube

youtube_video a8mQuabNwSY · row a8mQuabNwSY

LAION-DISCO-12M

Sufriendo a Solas (Remasterizado)

Listed as Lola Beltrán – Sufriendo a Solas (Remasterizado) (El Alma Musical De RCA) · Watch on YouTube

youtube_video acuvEsuWGu8 · row acuvEsuWGu8

LAION-DISCO-12M

Cariño Nuevo

Listed as Lola Beltrán – Cariño Nuevo (Cuando El Destino) · Watch on YouTube

youtube_video avKpQevUtl4 · row avKpQevUtl4

LAION-DISCO-12M

La chancla

Listed as Lola Beltrán – La chancla (Tesoros Mexicanos) · Watch on YouTube

youtube_video axeMGDqK6Vg · row axeMGDqK6Vg

LAION-DISCO-12M

Cucurrucucú Paloma

Listed as Lola Beltran – Cucurrucucú Paloma (Mis mejores rancheras y corridos) · Watch on YouTube

youtube_video gU1Bs4qRQVo · row gU1Bs4qRQVo

LAION-DISCO-12M

El Aguacero (Digitally Remastered)

Listed as Lola Beltrán – El Aguacero (Digitally Remastered) (La Gran Lola Beltrán, Vol. 2 (Digitally Remastered)) · Watch on YouTube

youtube_video gllQQun8glY · row gllQQun8glY

LAION-DISCO-12M

El ramalazo (Digitally Remastered)

Listed as Lola Beltrán – El ramalazo (Digitally Remastered) (La Gran Lola Beltrán, Vol. 1 (Digitally Remastered)) · Watch on YouTube

youtube_video hydUVx4ec-o · row hydUVx4ec-o

LAION-DISCO-12M

La Retirada

Listed as Lola Beltran – La Retirada (Albur de Amor) · Watch on YouTube

youtube_video kAgzMezwd6E · row kAgzMezwd6E

LAION-DISCO-12M

Cuando el Destino

Listed as Lola Beltrán – Cuando el Destino (La Voz de México) · Watch on YouTube

youtube_video oAJCTdS-cDA · row oAJCTdS-cDA

LAION-DISCO-12M

Anoche Estuve Llorando

Listed as Lola Beltrán – Anoche Estuve Llorando (Cuatro Copas) · Watch on YouTube

youtube_video polaAriE2uo · row polaAriE2uo

LAION-DISCO-12M

No Volveré

Listed as Lola Beltrán – No Volveré (Mi Música Mexicana) · Watch on YouTube

youtube_video pr9cBIMLwM4 · row pr9cBIMLwM4

LAION-DISCO-12M

La Cigarra

Listed as Lola Beltran – La Cigarra (Albur de Amor) · Watch on YouTube

youtube_video riCGqlpYOvk · row riCGqlpYOvk

LAION-DISCO-12M

Los Laureles

Listed as Lola Beltrán – Los Laureles (Canciones Populares) · Watch on YouTube

youtube_video rvKHp4iye50 · row rvKHp4iye50

LAION-DISCO-12M

Mamá Lupita

Listed as Lola Beltrán – Mamá Lupita (20 Temas en homenaje a la virgen de Guadalupe (- USA)) · Watch on YouTube

youtube_video s8WovXgWMu8 · row s8WovXgWMu8

LAION-DISCO-12M

La Cama de Piedra

Listed as Lola Beltrán – La Cama de Piedra (Cuatro Copas) · Watch on YouTube

youtube_video t5OpUXFO6sA · row t5OpUXFO6sA

LAION-DISCO-12M

Las Ciudades

Listed as Lola Beltrán – Las Ciudades (La Perla Mexicana) · Watch on YouTube

youtube_video xPGnjaey6DY · row xPGnjaey6DY

LAION-DISCO-12M

Dejame Llorar

Listed as Lola Beltrán – Dejame Llorar (Tu Tierra Te Llora / Bolero Ranchero) · Watch on YouTube

youtube_video xzdhOjM8h04 · row xzdhOjM8h04

LAION-DISCO-12M

Huapango Torero

Listed as Lola Beltrán – Huapango Torero (Canciones Populares) · Watch on YouTube

youtube_video yLFXnq7aM3w · row yLFXnq7aM3w

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.