Yes. Walter Ríos has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 El Choclo, Tango de Lengue (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura), Gigolo Compadrito (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura)

Listed under the artist name 149 songs in LAION-DISCO-12M

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

El Choclo

Listed as Luis Bacalov, Roberta Alloisio, Walter Ríos – El Choclo (Xena Tango) · Watch on YouTube

youtube_video -TL_kTrd5Qs · row -TL_kTrd5Qs

LAION-DISCO-12M

Tango de Lengue (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura)

Listed as Litto Nebbia, Gustavo Fedel, Walter Ríos, Ángel Bonura – Tango de Lengue (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura) (12 Tangos Argentinos para Bailar (La Música Inédita de Enrique Cadícamo)) · Watch on YouTube

youtube_video -pwl-Gc-MJk · row -pwl-Gc-MJk

LAION-DISCO-12M

Gigolo Compadrito (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura)

Listed as Litto Nebbia, Gustavo Fedel, Walter Ríos, Ángel Bonura – Gigolo Compadrito (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura) (12 Tangos Argentinos para Bailar (La Música Inédita de Enrique Cadícamo)) · Watch on YouTube

youtube_video 0GFmkZ6crbg · row 0GFmkZ6crbg

LAION-DISCO-12M

Italiani d'Argentina

Listed as Luis Bacalov, Roberta Alloisio, Walter Ríos – Italiani d'Argentina (Xena Tango) · Watch on YouTube

youtube_video 0RCppqY1k9A · row 0RCppqY1k9A

LAION-DISCO-12M

La Mariposa

Listed as Walter Ríos Orquesta – La Mariposa (El Tango y la Danza) · Watch on YouTube

youtube_video 1va9aercMLQ · row 1va9aercMLQ

LAION-DISCO-12M

Mi no veuggio ese mi

Listed as Luis Bacalov, Roberta Alloisio, Walter Ríos – Mi no veuggio ese mi (Xena Tango) · Watch on YouTube

youtube_video 3a8AqddNEMM · row 3a8AqddNEMM

LAION-DISCO-12M

Adiós Nonino

Listed as Walter Ríos – Adiós Nonino (Tarde de Julio) · Watch on YouTube

youtube_video 7-FR_wRLUtM · row 7-FR_wRLUtM

LAION-DISCO-12M

Aquel Día (En Vivo)

Listed as Walter Ríos, Ricardo Dominguez – Aquel Día (En Vivo) (Tango En Vivo (Quíntuple): Los Instrumentales, Vol. 1) · Watch on YouTube

youtube_video 9f6d3Vpas4g · row 9f6d3Vpas4g

LAION-DISCO-12M

Orgullo Criollo

Listed as Walter Ríos Orquesta – Orgullo Criollo (El Tango y la Danza) · Watch on YouTube

youtube_video 9nmVrjvXGx0 · row 9nmVrjvXGx0

LAION-DISCO-12M

Uno (feat. Daniel Cortés)

Listed as Walter Ríos Orquesta – Uno (feat. Daniel Cortés) (El Tango y la Danza) · Watch on YouTube

youtube_video 9z-8bCm-hOA · row 9z-8bCm-hOA

LAION-DISCO-12M

Buenos Aires Hora Cero

Listed as Walter Ríos – Buenos Aires Hora Cero (Aeropuerto París (Un Manojo de Obras del Maestro Astor Piazzolla)) · Watch on YouTube

youtube_video AL1huIB5xWg · row AL1huIB5xWg

LAION-DISCO-12M

La Misión (The Mission)

Listed as Walter Ríos – La Misión (The Mission) (Soundtracks (Música de Films para Bandoneón y Trompeta)) · Watch on YouTube

youtube_video BJki2HDfUdI · row BJki2HDfUdI

LAION-DISCO-12M

El Choclo (Los Mareados)

Listed as Walter Ríos Orquesta – El Choclo (Los Mareados) (El Tango y la Danza) · Watch on YouTube

youtube_video Bg-tx50owMY · row Bg-tx50owMY

LAION-DISCO-12M

Organito de la Tarde

Listed as Walter Ríos, Ricardo Domínguez – Organito de la Tarde (Chamuyos de Fueye y Guitarra) · Watch on YouTube

youtube_video EI116jiWhrg · row EI116jiWhrg

LAION-DISCO-12M

Violentango

Listed as Walter Ríos Orquesta – Violentango (El Tango y la Danza) · Watch on YouTube

youtube_video Fgcd7ce69yc · row Fgcd7ce69yc

LAION-DISCO-12M

Villa Urquiza (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura)

Listed as Litto Nebbia, Gustavo Fedel, Walter Ríos, Ángel Bonura – Villa Urquiza (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura) (12 Tangos Argentinos para Bailar (La Música Inédita de Enrique Cadícamo)) · Watch on YouTube

youtube_video IkTDIPklW28 · row IkTDIPklW28

LAION-DISCO-12M

Canaro en Paris (Live) (feat. Momoko Aida & Justin Siu)

Listed as Walter Ríos, Mariel Dupetit, live in Hong Kong – Canaro en Paris (Live) (feat. Momoko Aida & Justin Siu) (Walter Rios & Mariel Dupetit, Live In Hong Kong) · Watch on YouTube

youtube_video L1-0yC-PRwE · row L1-0yC-PRwE

LAION-DISCO-12M

La madre

Listed as Luis Bacalov, Roberta Alloisio, Walter Ríos – La madre (Xena Tango) · Watch on YouTube

youtube_video NP0vZesmrDM · row NP0vZesmrDM

LAION-DISCO-12M

Yo Te Bendigo

Listed as Walter Ríos – Yo Te Bendigo (Luciérnaga Curiosa) · Watch on YouTube

youtube_video NsrTpwbUXF0 · row NsrTpwbUXF0

LAION-DISCO-12M

Cansòn da Cheullia

Listed as Luis Bacalov, Roberta Alloisio, Walter Ríos – Cansòn da Cheullia (Xena Tango) · Watch on YouTube

youtube_video OJ_1b2Z_XiQ · row OJ_1b2Z_XiQ

LAION-DISCO-12M

Flores Negras (feat. Bernardo Baraj)

Listed as Walter Ríos – Flores Negras (feat. Bernardo Baraj) (Luciérnaga Curiosa) · Watch on YouTube

youtube_video Pe18z3Mmw1g · row Pe18z3Mmw1g

LAION-DISCO-12M

Cabaret (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura)

Listed as Litto Nebbia, Gustavo Fedel, Walter Ríos, Ángel Bonura – Cabaret (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura) (12 Tangos Argentinos para Bailar (La Música Inédita de Enrique Cadícamo)) · Watch on YouTube

youtube_video Qblg0JygdmQ · row Qblg0JygdmQ

LAION-DISCO-12M

Balada para Mi Muerte

Listed as Mariel Dupetit, Walter Ríos – Balada para Mi Muerte (Tarde de Julio) · Watch on YouTube

youtube_video RjbESk709Jk · row RjbESk709Jk

LAION-DISCO-12M

Bar Nocturno

Listed as Antonio Agri, Walter Ríos, Hernán Possetti, Litto Nebbia – Bar Nocturno (Tangos Bailables de Enrique Cadícamo) · Watch on YouTube

youtube_video Rkf2lgDddeQ · row Rkf2lgDddeQ

LAION-DISCO-12M

Bailongo

Listed as Walter Ríos – Bailongo (Aeropuerto París (Un Manojo de Obras del Maestro Astor Piazzolla)) · Watch on YouTube

youtube_video SYsu2A-9YJg · row SYsu2A-9YJg

LAION-DISCO-12M

Fracanapa

Listed as Walter Ríos – Fracanapa (Aeropuerto París (Un Manojo de Obras del Maestro Astor Piazzolla)) · Watch on YouTube

youtube_video SxmYpIug478 · row SxmYpIug478

LAION-DISCO-12M

El Juancho

Listed as Walter Ríos – El Juancho (El Arte Del Bandoneón Vol.4 Mi Refugio) · Watch on YouTube

youtube_video U8R1LA_E_No · row U8R1LA_E_No

LAION-DISCO-12M

Responso (Live) (feat. Momoko Aida & Justin Siu)

Listed as Walter Ríos, Mariel Dupetit, live in Hong Kong – Responso (Live) (feat. Momoko Aida & Justin Siu) (Walter Rios & Mariel Dupetit, Live In Hong Kong) · Watch on YouTube

youtube_video VVdVjgu6ssA · row VVdVjgu6ssA

LAION-DISCO-12M

Retrato de Adela

Listed as Walter Ríos – Retrato de Adela (Tarde de Julio) · Watch on YouTube

youtube_video YM5xt-tQ2XU · row YM5xt-tQ2XU

LAION-DISCO-12M

El Motivo

Listed as Walter Ríos, Ricardo Domínguez – El Motivo (Chamuyos de Fueye y Guitarra) · Watch on YouTube

youtube_video aN2Cbr3LvUs · row aN2Cbr3LvUs

LAION-DISCO-12M

Descarte (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura)

Listed as Litto Nebbia, Gustavo Fedel, Walter Ríos, Ángel Bonura – Descarte (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura) (12 Tangos Argentinos para Bailar (La Música Inédita de Enrique Cadícamo)) · Watch on YouTube

youtube_video bVSOkJp0zeM · row bVSOkJp0zeM

LAION-DISCO-12M

Organito de la Tarde

Listed as Walter Ríos Orquesta – Organito de la Tarde (El Tango y la Danza) · Watch on YouTube

youtube_video byGFI2lcCmc · row byGFI2lcCmc

LAION-DISCO-12M

Milonga del Ángel

Listed as Walter Ríos – Milonga del Ángel (Aeropuerto París (Un Manojo de Obras del Maestro Astor Piazzolla)) · Watch on YouTube

youtube_video d-5J53Sam78 · row d-5J53Sam78

LAION-DISCO-12M

Mal de Amores (En Vivo)

Listed as Walter Ríos – Mal de Amores (En Vivo) (El Tango y la Danza (En Vivo)) · Watch on YouTube

youtube_video fryQPiOHS-c · row fryQPiOHS-c

LAION-DISCO-12M

Sposa

Listed as Luis Bacalov, Roberta Alloisio, Walter Ríos – Sposa (Xena Tango) · Watch on YouTube

youtube_video gX-V4wdCd00 · row gX-V4wdCd00

LAION-DISCO-12M

Soledad

Listed as Walter Ríos, Ricardo Domínguez – Soledad (Chamuyos de Fueye y Guitarra) · Watch on YouTube

youtube_video hPIWRojakiE · row hPIWRojakiE

LAION-DISCO-12M

El Día Después

Listed as Walter Ríos – El Día Después (Tarde de Julio) · Watch on YouTube

youtube_video hta0ZFt7TdY · row hta0ZFt7TdY

LAION-DISCO-12M

Tango Del '20 (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura)

Listed as Litto Nebbia, Gustavo Fedel, Walter Ríos, Ángel Bonura – Tango Del '20 (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura) (12 Tangos Argentinos para Bailar (La Música Inédita de Enrique Cadícamo)) · Watch on YouTube

youtube_video kAbiWiqA21c · row kAbiWiqA21c

LAION-DISCO-12M

Fuga 9

Listed as Walter Ríos – Fuga 9 (Aeropuerto París (Un Manojo de Obras del Maestro Astor Piazzolla)) · Watch on YouTube

youtube_video lmNHM1dUgKE · row lmNHM1dUgKE

LAION-DISCO-12M

Una Niña Me Dio un Beso

Listed as Walter Ríos – Una Niña Me Dio un Beso (Andrés Chazarreta Tributo) · Watch on YouTube

youtube_video lzteGbwklNU · row lzteGbwklNU

LAION-DISCO-12M

Venus del Campo

Listed as Walter Ríos – Venus del Campo (Luciérnaga Curiosa) · Watch on YouTube

youtube_video mXNgXNyh5EU · row mXNgXNyh5EU

LAION-DISCO-12M

Cafetín De Buenos Aires

Listed as Walter Ríos – Cafetín De Buenos Aires (El Arte Del Bandoneón Vol.4 Mi Refugio) · Watch on YouTube

youtube_video qVZsBRVvj1o · row qVZsBRVvj1o

LAION-DISCO-12M

Wave

Listed as Walter Ríos – Wave (Love Jobim) · Watch on YouTube

youtube_video r0vbj97NPxg · row r0vbj97NPxg

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Paloma y corazòn

Listed as Luis Bacalov, Roberta Alloisio, Walter Ríos – Paloma y corazòn (Xena Tango) · Watch on YouTube

youtube_video rrtuYmARBgs · row rrtuYmARBgs

LAION-DISCO-12M

Caminito

Listed as Luis Bacalov, Roberta Alloisio, Walter Ríos – Caminito (Xena Tango) · Watch on YouTube

youtube_video tUHaCcKuxH8 · row tUHaCcKuxH8

LAION-DISCO-12M

Viejo Grata (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura)

Listed as Litto Nebbia, Gustavo Fedel, Walter Ríos, Ángel Bonura – Viejo Grata (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura) (12 Tangos Argentinos para Bailar (La Música Inédita de Enrique Cadícamo)) · Watch on YouTube

youtube_video tj-OIc94o2w · row tj-OIc94o2w

LAION-DISCO-12M

Tarde de Julio

Listed as Walter Ríos, Litto Nebbia – Tarde de Julio (Tangos para Fin de Siglo) · Watch on YouTube

youtube_video v-P5TKITAZs · row v-P5TKITAZs

LAION-DISCO-12M

Pedacito de Cielo

Listed as Walter Ríos, Ricardo Domínguez – Pedacito de Cielo (Chamuyos de Fueye y Guitarra) · Watch on YouTube

youtube_video wCXqA7KY9MY · row wCXqA7KY9MY

LAION-DISCO-12M

Cumplido (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura)

Listed as Litto Nebbia, Gustavo Fedel, Walter Ríos, Ángel Bonura – Cumplido (feat. Litto Nebbia, Gustavo Fedel, Walter Ríos & Ángel Bonura) (12 Tangos Argentinos para Bailar (La Música Inédita de Enrique Cadícamo)) · Watch on YouTube

youtube_video yWwCVhots08 · row yWwCVhots08

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.