Yes. Raf 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 Svegliarsi un anno fa, Due (Due), Sei La Piu Bella Del Mondo

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.

Svegliarsi un anno fa

Listed as Raf – Svegliarsi un anno fa (Svegliarsi un anno fa) · Watch on YouTube

youtube_video -aCSZlXrzLA · row -aCSZlXrzLA

LAION-DISCO-12M

Due (Due)

Listed as Raf – Due (Due) (Cannibali) · Watch on YouTube

youtube_video 2-OaPwCSxqs · row 2-OaPwCSxqs

LAION-DISCO-12M

Sei La Piu Bella Del Mondo

Listed as Raf – Sei La Piu Bella Del Mondo (Manifesto) · Watch on YouTube

youtube_video 3GDKtOj5lgs · row 3GDKtOj5lgs

LAION-DISCO-12M

Interminatamente

Listed as Raf – Interminatamente (Sogni …è tutto quello che c'è) · Watch on YouTube

youtube_video 4J9lH1Jy6dI · row 4J9lH1Jy6dI

LAION-DISCO-12M

Oggi un Dio non ho

Listed as Raf – Oggi un Dio non ho (Sogni …è tutto quello che c'è) · Watch on YouTube

youtube_video 4gUQwMB1mx4 · row 4gUQwMB1mx4

LAION-DISCO-12M

In questa notte

Listed as Raf – In questa notte (Le Ragioni Del Cuore) · Watch on YouTube

youtube_video 6_3Qy4yxZco · row 6_3Qy4yxZco

LAION-DISCO-12M

Self Control

Listed as Raf – Self Control (Self Control) · Watch on YouTube

youtube_video 6vkjg1t7DEo · row 6vkjg1t7DEo

LAION-DISCO-12M

Due (Live)

Listed as Raf, Umberto Tozzi – Due (Live) (Due, la nostra storia (Live)) · Watch on YouTube

youtube_video 6yhS2kLcQ70 · row 6yhS2kLcQ70

LAION-DISCO-12M

Ti Pretendo

Listed as Raf – Ti Pretendo (Ti pretendo) · Watch on YouTube

youtube_video 79Oee--l7-w · row 79Oee--l7-w

LAION-DISCO-12M

Senza Cielo

Listed as Raf – Senza Cielo (Numeri) · Watch on YouTube

youtube_video FPwSF0XYs9w · row FPwSF0XYs9w

LAION-DISCO-12M

Via

Listed as Raf – Via (Iperbole) · Watch on YouTube

youtube_video FyPOL18eF9I · row FyPOL18eF9I

LAION-DISCO-12M

Passeggeri Distratti

Listed as Raf – Passeggeri Distratti (Passeggeri Distratti) · Watch on YouTube

youtube_video GiaoXo9vflY · row GiaoXo9vflY

LAION-DISCO-12M

Ti amo (Live)

Listed as Raf, Umberto Tozzi – Ti amo (Live) (Due, la nostra storia (Live)) · Watch on YouTube

youtube_video HePMxke1NVw · row HePMxke1NVw

LAION-DISCO-12M

Stai con me

Listed as Raf – Stai con me (Cannibali) · Watch on YouTube

youtube_video ITWKJhpgISo · row ITWKJhpgISo

LAION-DISCO-12M

Mai

Listed as Raf – Mai (Cannibali) · Watch on YouTube

youtube_video K0Q4l3r6-Yw · row K0Q4l3r6-Yw

LAION-DISCO-12M

Superstiti

Listed as Raf – Superstiti (Ouch) · Watch on YouTube

youtube_video LQOjK1hi8YQ · row LQOjK1hi8YQ

LAION-DISCO-12M

Non E' Mai Un Errore

Listed as Raf – Non E' Mai Un Errore (Metamorfosi) · Watch on YouTube

youtube_video NfCQuU723L0 · row NfCQuU723L0

LAION-DISCO-12M

Un'Emozione Inaspettata

Listed as Raf – Un'Emozione Inaspettata (Un'Emozione Inaspettata) · Watch on YouTube

youtube_video OitJs8go4Q4 · row OitJs8go4Q4

LAION-DISCO-12M

Infinito

Listed as Raf – Infinito (Iperbole) · Watch on YouTube

youtube_video Om1Tf90nqd0 · row Om1Tf90nqd0

LAION-DISCO-12M

Salta Più Alto

Listed as Raf – Salta Più Alto (Salta Più Alto) · Watch on YouTube

youtube_video PvMtQ7tUeO0 · row PvMtQ7tUeO0

LAION-DISCO-12M

Gente Di Mare

Listed as Umberto Tozzi, Raf – Gente Di Mare (Grandes Exitos) · Watch on YouTube

youtube_video QHJBD3aD8pg · row QHJBD3aD8pg

LAION-DISCO-12M

Non è mai un errore

Listed as Raf – Non è mai un errore (Le Ragioni Del Cuore) · Watch on YouTube

youtube_video QghdCRXe5JI · row QghdCRXe5JI

LAION-DISCO-12M

Due

Listed as Raf – Due (Cannibali) · Watch on YouTube

youtube_video R2dxYPCC0Qw · row R2dxYPCC0Qw

LAION-DISCO-12M

80 Voglia di te

Listed as RAF – 80 Voglia di te (80 Voglia di te) · Watch on YouTube

youtube_video R3-zr5n-Qiw · row R3-zr5n-Qiw

LAION-DISCO-12M

Le ragioni del cuore

Listed as Raf – Le ragioni del cuore (Le Ragioni Del Cuore) · Watch on YouTube

youtube_video Ri6WCPPoNhY · row Ri6WCPPoNhY

LAION-DISCO-12M

Rimani Tu

Listed as Raf – Rimani Tu (Sono Io) · Watch on YouTube

youtube_video SaZI44OKQVs · row SaZI44OKQVs

LAION-DISCO-12M

Ossigeno

Listed as Raf – Ossigeno (Metamorfosi) · Watch on YouTube

youtube_video T1ANA7cFDUk · row T1ANA7cFDUk

LAION-DISCO-12M

Cosa Resterà Degli Anni 80

Listed as Raf – Cosa Resterà Degli Anni 80 (Cosa resterà degli anni 80) · Watch on YouTube

youtube_video VBoFrzFIAEg · row VBoFrzFIAEg

LAION-DISCO-12M

Dentro ai tuoi occhi

Listed as Raf – Dentro ai tuoi occhi (Manifesto) · Watch on YouTube

youtube_video VbC3I9xfTB0 · row VbC3I9xfTB0

LAION-DISCO-12M

Come Una Favola

Listed as Raf – Come Una Favola (Sono Io) · Watch on YouTube

youtube_video XYb_9_SyVL4 · row XYb_9_SyVL4

LAION-DISCO-12M

Cherie

Listed as Raf – Cherie (Cherie) · Watch on YouTube

youtube_video YioppZAumhk · row YioppZAumhk

LAION-DISCO-12M

Cosa resterà degli anni '80 (Live)

Listed as Raf, Umberto Tozzi – Cosa resterà degli anni '80 (Live) (Due, la nostra storia (Live)) · Watch on YouTube

youtube_video Yn4cjvI1rYg · row Yn4cjvI1rYg

LAION-DISCO-12M

Un Grande Salto

Listed as Raf – Un Grande Salto (Un grande salto) · Watch on YouTube

youtube_video ZI3acrm8FCQ · row ZI3acrm8FCQ

LAION-DISCO-12M

Malinverno

Listed as Raf – Malinverno (Sogni …è tutto quello che c'è) · Watch on YouTube

youtube_video Zl7dx0cvSbk · row Zl7dx0cvSbk

LAION-DISCO-12M

Gente di mare (Live)

Listed as Raf, Umberto Tozzi – Gente di mare (Live) (Due, la nostra storia (Live)) · Watch on YouTube

youtube_video ZsU8RBR1ZAY · row ZsU8RBR1ZAY

LAION-DISCO-12M

Iperbole

Listed as Raf – Iperbole (Iperbole) · Watch on YouTube

youtube_video _ET1HcXhuYU · row _ET1HcXhuYU

LAION-DISCO-12M

Il canto

Listed as Raf – Il canto (Cannibali) · Watch on YouTube

youtube_video asstMdI0hYA · row asstMdI0hYA

LAION-DISCO-12M

Siamo Soli Nell'Immenso Vuoto Che C'è

Listed as Raf – Siamo Soli Nell'Immenso Vuoto Che C'è (Sogni …è tutto quello che c'è) · Watch on YouTube

youtube_video dATObImJJYA · row dATObImJJYA

LAION-DISCO-12M

Il battito animale

Listed as Raf – Il battito animale (Cannibali) · Watch on YouTube

youtube_video diFMjxuhHwo · row diFMjxuhHwo

LAION-DISCO-12M

Il Nodo

Listed as Raf – Il Nodo (Passeggeri Distratti) · Watch on YouTube

youtube_video gPE75-lploI · row gPE75-lploI

LAION-DISCO-12M

Inevitabile follia

Listed as Raf – Inevitabile follia (Svegliarsi un anno fa) · Watch on YouTube

youtube_video gxNIpBpp9rE · row gxNIpBpp9rE

LAION-DISCO-12M

Inevitabile follia (Live)

Listed as Raf, Umberto Tozzi – Inevitabile follia (Live) (Due, la nostra storia (Live)) · Watch on YouTube

youtube_video i76oNXqq9pE · row i76oNXqq9pE

LAION-DISCO-12M

Wave

Listed as FAST BOY, Raf – Wave (Wave) · Watch on YouTube

youtube_video iDNlN-t6IeI · row iDNlN-t6IeI

LAION-DISCO-12M

Come una danza

Listed as Raf, Umberto Tozzi – Come una danza (Come una danza) · Watch on YouTube

youtube_video lzJXl6JCwaM · row lzJXl6JCwaM

LAION-DISCO-12M

Dimentica

Listed as Raf – Dimentica (Dimentica) · Watch on YouTube

youtube_video nmNuwti-rrM · row nmNuwti-rrM

LAION-DISCO-12M

Il battito animale (Live)

Listed as Raf, Umberto Tozzi – Il battito animale (Live) (Due, la nostra storia (Live)) · Watch on YouTube

youtube_video pf6Nzc-dFMg · row pf6Nzc-dFMg

LAION-DISCO-12M

Per Tutto Il Tempo

Listed as Raf – Per Tutto Il Tempo (Per Tutto Il Tempo) · Watch on YouTube

youtube_video rVFibJBlpP0 · row rVFibJBlpP0

LAION-DISCO-12M

Gente di mare (Live)

Listed as Umberto Tozzi, Raf – Gente di mare (Live) (Live all'Arena di Verona - 40 anni che ti amo) · Watch on YouTube

youtube_video tOhOKt_7ZdY · row tOhOKt_7ZdY

LAION-DISCO-12M

In tutti i miei giorni

Listed as Raf – In tutti i miei giorni (Ouch) · Watch on YouTube

youtube_video ukSSBy17Rm4 · row ukSSBy17Rm4

LAION-DISCO-12M

Samurai

Listed as Raf, D'Art – Samurai (Samurai) · Watch on YouTube

youtube_video wzIAm7gcIBg · row wzIAm7gcIBg

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.