Yes. Roberto Muller 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.

Including Castiga-me (Regañame), Boa Sorte Meu Amor, Teu Preço (Tu Precio)

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.

Castiga-me (Regañame)

Listed as Roberto Muller – Castiga-me (Regañame) (Roberto Müller) · Watch on YouTube

youtube_video -D4qoJkG8I4 · row -D4qoJkG8I4

LAION-DISCO-12M

Boa Sorte Meu Amor

Listed as Roberto Muller – Boa Sorte Meu Amor (Roberto Muller: Quase Chorei de Amor) · Watch on YouTube

youtube_video 16Zz6yxBs5I · row 16Zz6yxBs5I

LAION-DISCO-12M

Teu Preço (Tu Precio)

Listed as Roberto Muller – Teu Preço (Tu Precio) (Os Mais Belos Boleros) · Watch on YouTube

youtube_video 2E1KuPmKTrk · row 2E1KuPmKTrk

LAION-DISCO-12M

Ri Melhor Quem Ri No Fim

Listed as Roberto Muller – Ri Melhor Quem Ri No Fim (O Romântico) · Watch on YouTube

youtube_video 2M8ebZtCr2k · row 2M8ebZtCr2k

LAION-DISCO-12M

O Mundo é Quem Vai Te Ensinar

Listed as Roberto Muller – O Mundo é Quem Vai Te Ensinar (Pingo de Ouro: O Lord do Brega) · Watch on YouTube

youtube_video 3Amf7dq__Ms · row 3Amf7dq__Ms

LAION-DISCO-12M

Quem Será

Listed as Roberto Muller – Quem Será (Roberto Muller: Profecia) · Watch on YouTube

youtube_video 5QEw7zt18Ek · row 5QEw7zt18Ek

LAION-DISCO-12M

No Mesmo Lugar

Listed as Roberto Muller – No Mesmo Lugar (Parada Popular, Vol. 5) · Watch on YouTube

youtube_video 5Ssv26NXGJg · row 5Ssv26NXGJg

LAION-DISCO-12M

Tu Foste De Ouro Alguém

Listed as Roberto Muller – Tu Foste De Ouro Alguém (Recomeçar Novamente) · Watch on YouTube

youtube_video BpCcBXujff8 · row BpCcBXujff8

LAION-DISCO-12M

Minha Tristeza

Listed as Roberto Muller – Minha Tristeza (Roberto Muller: 14 Grandes Sucessos (Brilhantes)) · Watch on YouTube

youtube_video DFj5ctkLmi0 · row DFj5ctkLmi0

LAION-DISCO-12M

Nunca Meu Amor

Listed as Roberto Muller – Nunca Meu Amor (Roberto Muller: Quase Chorei de Amor) · Watch on YouTube

youtube_video DV-CThS0bns · row DV-CThS0bns

LAION-DISCO-12M

A Flor E O Espinho / Ri / Fita Amarela

Listed as Roberto Muller – A Flor E O Espinho / Ri / Fita Amarela (O Romântico De Sempre) · Watch on YouTube

youtube_video DheY236vYdg · row DheY236vYdg

LAION-DISCO-12M

Meu Sofrer Chegou Ao Fim

Listed as Roberto Muller – Meu Sofrer Chegou Ao Fim (O Romântico De Sempre) · Watch on YouTube

youtube_video EC9AP27xAp0 · row EC9AP27xAp0

LAION-DISCO-12M

Antes Que Ela Arranje Outro

Listed as Roberto Muller – Antes Que Ela Arranje Outro (O Romântico De Sempre) · Watch on YouTube

youtube_video Jd8nehkOUzk · row Jd8nehkOUzk

LAION-DISCO-12M

Adeus

Listed as Roberto Müller – Adeus (Cheio de Amor) · Watch on YouTube

youtube_video LSOZ6aEFqKg · row LSOZ6aEFqKg

LAION-DISCO-12M

Besame Mucho

Listed as Roberto Muller – Besame Mucho (20 Sucessos (Seleção de Ouro)) · Watch on YouTube

youtube_video MzrW2dBGosI · row MzrW2dBGosI

LAION-DISCO-12M

Em Respeito a Lei de Deus

Listed as Roberto Muller – Em Respeito a Lei de Deus (As 12 Melhores de Roberto Muller) · Watch on YouTube

youtube_video NloepPmE6P8 · row NloepPmE6P8

LAION-DISCO-12M

Corpo Velho Conformado

Listed as Roberto Muller – Corpo Velho Conformado (No Mesmo Lugar) · Watch on YouTube

youtube_video ONmwppM3t4c · row ONmwppM3t4c

LAION-DISCO-12M

Normelia / Ai Que Saudade da Amélia

Listed as Roberto Muller – Normelia / Ai Que Saudade da Amélia (Roberto Muller: O Romântico do Povo) · Watch on YouTube

youtube_video OfGKtji73HU · row OfGKtji73HU

LAION-DISCO-12M

Sabor de Falsidade

Listed as Roberto Muller – Sabor de Falsidade (20 Sucessos (Seleção de Ouro)) · Watch on YouTube

youtube_video PxqvzWzTcvU · row PxqvzWzTcvU

LAION-DISCO-12M

Falta Que Homem Faz

Listed as Roberto Muller – Falta Que Homem Faz (Roberto Muller: Profecia) · Watch on YouTube

youtube_video Q3LsD6qX9DI · row Q3LsD6qX9DI

LAION-DISCO-12M

Fruto do Pecado

Listed as Roberto Muller – Fruto do Pecado (Sofro por Te Amar) · Watch on YouTube

youtube_video R5oHuBeuh1E · row R5oHuBeuh1E

LAION-DISCO-12M

Basta Apenas Comigo Viver

Listed as Roberto Muller – Basta Apenas Comigo Viver (Pingo de Ouro: O Lord do Brega) · Watch on YouTube

youtube_video SuDTIJDY_fU · row SuDTIJDY_fU

LAION-DISCO-12M

Fugindo Da Ilusão

Listed as Roberto Muller – Fugindo Da Ilusão (Fugindo Da Ilusao) · Watch on YouTube

youtube_video WUy2RLKQX_Q · row WUy2RLKQX_Q

LAION-DISCO-12M

Minha Vida

Listed as Roberto Muller – Minha Vida (Volta Meu Amor) · Watch on YouTube

youtube_video YdurnEJsTXI · row YdurnEJsTXI

LAION-DISCO-12M

Nossos Lençóis

Listed as Roberto Muller – Nossos Lençóis (Fugindo Da Ilusao) · Watch on YouTube

youtube_video _eowfv7yCcw · row _eowfv7yCcw

LAION-DISCO-12M

Onde Andará

Listed as Roberto Muller – Onde Andará (O Romântico) · Watch on YouTube

youtube_video aah3A8eXOKA · row aah3A8eXOKA

LAION-DISCO-12M

Padre Nosso

Listed as Roberto Muller – Padre Nosso (Vitima De Amor) · Watch on YouTube

youtube_video cPSrlBJ_vX0 · row cPSrlBJ_vX0

LAION-DISCO-12M

Recompensa

Listed as Roberto Muller – Recompensa (1964) · Watch on YouTube

youtube_video cr-Y5gfNme4 · row cr-Y5gfNme4

LAION-DISCO-12M

Você Me Disse

Listed as Roberto Muller – Você Me Disse (Vitima De Amor) · Watch on YouTube

youtube_video e0vDLkHjMI4 · row e0vDLkHjMI4

LAION-DISCO-12M

Quero Ser Feliz Daqui Pra Frente

Listed as Roberto Muller – Quero Ser Feliz Daqui Pra Frente (Roberto Muller: O Romântico do Povo) · Watch on YouTube

youtube_video eAoTC3fDJtc · row eAoTC3fDJtc

LAION-DISCO-12M

O Teu Homem Sou Eu

Listed as Roberto Müller – O Teu Homem Sou Eu (Cheio de Amor) · Watch on YouTube

youtube_video golDJdW7R7w · row golDJdW7R7w

LAION-DISCO-12M

Eu Sabia que Ela Voltava

Listed as Roberto Muller – Eu Sabia que Ela Voltava (20 Sucessos (Seleção de Ouro)) · Watch on YouTube

youtube_video hQQmsm_WdgY · row hQQmsm_WdgY

LAION-DISCO-12M

Perdoa Meu Amor

Listed as Roberto Muller – Perdoa Meu Amor (Tua Lembrança) · Watch on YouTube

youtube_video hshDM_ATACc · row hshDM_ATACc

LAION-DISCO-12M

Marcas

Listed as Roberto Müller – Marcas (Cheio de Amor) · Watch on YouTube

youtube_video iXUdNCG7LOk · row iXUdNCG7LOk

LAION-DISCO-12M

Outra Vez Você Zangou

Listed as Roberto Muller – Outra Vez Você Zangou (Tua Lembrança) · Watch on YouTube

youtube_video jk7EsAzuqqw · row jk7EsAzuqqw

LAION-DISCO-12M

Entre Nós Aconteceu o Amor

Listed as Roberto Muller – Entre Nós Aconteceu o Amor (Roberto Muller: O Romântico do Povo) · Watch on YouTube

youtube_video kZXmqyvARpk · row kZXmqyvARpk

LAION-DISCO-12M

A Marca do Tempo

Listed as Roberto Muller – A Marca do Tempo (Roberto Muller: Profecia) · Watch on YouTube

youtube_video m5HRvQxBsk0 · row m5HRvQxBsk0

LAION-DISCO-12M

A Sua Lembrança é o Meu Padecer

Listed as Roberto Muller – A Sua Lembrança é o Meu Padecer (As 12 Melhores de Roberto Muller) · Watch on YouTube

youtube_video nBe5-sLveN8 · row nBe5-sLveN8

LAION-DISCO-12M

Súplicas De Amor

Listed as Roberto Muller – Súplicas De Amor (O Romântico De Sempre) · Watch on YouTube

youtube_video o6zpVFv6wKQ · row o6zpVFv6wKQ

LAION-DISCO-12M

Tudo Menos Traição

Listed as Roberto Muller – Tudo Menos Traição (Roberto Muller: O Melhor dos Boleros) · Watch on YouTube

youtube_video och5rT0Fv00 · row och5rT0Fv00

LAION-DISCO-12M

A Grande Comédia (El Gran Teatro)

Listed as Roberto Muller – A Grande Comédia (El Gran Teatro) (Sofro por Te Amar) · Watch on YouTube

youtube_video pSEIVhPZAT8 · row pSEIVhPZAT8

LAION-DISCO-12M

Pedras no Caminho

Listed as Roberto Muller – Pedras no Caminho (Roberto Muller: Profecia) · Watch on YouTube

youtube_video pxrJExhmOlU · row pxrJExhmOlU

LAION-DISCO-12M

Prova de Amor

Listed as Roberto Muller – Prova de Amor (Sucessos do Brega) · Watch on YouTube

youtube_video rhFF9XNjpdY · row rhFF9XNjpdY

LAION-DISCO-12M

Me Arrependo

Listed as Roberto Muller – Me Arrependo (As 12 Melhores de Roberto Muller) · Watch on YouTube

youtube_video uas7T-AgB5Y · row uas7T-AgB5Y

LAION-DISCO-12M

Meu Mundo de Esperança

Listed as Roberto Muller – Meu Mundo de Esperança (Meu Mundo de Esperança) · Watch on YouTube

youtube_video vUppZYMulUc · row vUppZYMulUc

LAION-DISCO-12M

O Que Fizeste Mulher (Me Hiciste Mujer)

Listed as Roberto Muller – O Que Fizeste Mulher (Me Hiciste Mujer) (Tua Lembrança) · Watch on YouTube

youtube_video veLW9Rrd75Y · row veLW9Rrd75Y

LAION-DISCO-12M

Mendigo do teu carinho

Listed as Roberto Muller – Mendigo do teu carinho (1964) · Watch on YouTube

youtube_video wQ1gbQthcLA · row wQ1gbQthcLA

LAION-DISCO-12M

Ponto Final no Meu Fim

Listed as Roberto Muller – Ponto Final no Meu Fim (Roberto Muller: O Romântico do Povo) · Watch on YouTube

youtube_video wa7Mv9WMtKM · row wa7Mv9WMtKM

LAION-DISCO-12M

Toma Juizo Meu Amor

Listed as Roberto Muller – Toma Juizo Meu Amor (Recomeçar Novamente) · Watch on YouTube

youtube_video xx8tV_h7lUY · row xx8tV_h7lUY

LAION-DISCO-12M

Nunca Mais Brigarei Contigo

Listed as Roberto Muller – Nunca Mais Brigarei Contigo (No Mesmo Lugar) · Watch on YouTube

youtube_video yaOikq3laiw · row yaOikq3laiw

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.