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 Sei la più bella del mondo, Blu?, Il sapore di un bacio

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.

Sei la più bella del mondo

Listed as Raf – Sei la più bella del mondo (Le Ragioni Del Cuore) · Watch on YouTube

youtube_video -H6chzMhZsY · row -H6chzMhZsY

LAION-DISCO-12M

Blu?

Listed as Raf – Blu? (Cannibali) · Watch on YouTube

youtube_video 1sJxgMEdf40 · row 1sJxgMEdf40

LAION-DISCO-12M

Il sapore di un bacio

Listed as Raf – Il sapore di un bacio (Svegliarsi un anno fa) · Watch on YouTube

youtube_video 2Hnb_1zEPpc · row 2Hnb_1zEPpc

LAION-DISCO-12M

Amarsi o non amarsi

Listed as Raf – Amarsi o non amarsi (Sogni …è tutto quello che c'è) · Watch on YouTube

youtube_video 48wB3zOMvqo · row 48wB3zOMvqo

LAION-DISCO-12M

La ballata del matto (duet with Sarah Dietrich)

Listed as Raf – La ballata del matto (duet with Sarah Dietrich) (L'apetta Giulia e la signora Vita - Original Soundtrack) · Watch on YouTube

youtube_video 4XXcCCeby6I · row 4XXcCCeby6I

LAION-DISCO-12M

Salta Più Alto

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

youtube_video 5-U9fqDln2U · row 5-U9fqDln2U

LAION-DISCO-12M

Anche tu

Listed as Raf, Eros Ramazzotti – Anche tu (Sogni …è tutto quello che c'è) · Watch on YouTube

youtube_video 54jQX8hvBhk · row 54jQX8hvBhk

LAION-DISCO-12M

Nati Ieri

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

youtube_video 6CFMMtVy4Ws · row 6CFMMtVy4Ws

LAION-DISCO-12M

Io e te

Listed as Raf – Io e te (Manifesto) · Watch on YouTube

youtube_video 7xKQ-rwgkcs · row 7xKQ-rwgkcs

LAION-DISCO-12M

Cannibali

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

youtube_video AJj-v7vVE90 · row AJj-v7vVE90

LAION-DISCO-12M

Ti Pretendo XXX

Listed as North of Loreto, Raf, Guè – Ti Pretendo XXX (Ti Pretendo XXX) · Watch on YouTube

youtube_video AW5FrSMpNYU · row AW5FrSMpNYU

LAION-DISCO-12M

Allegro tormentone

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

youtube_video CXs2L36uhZk · row CXs2L36uhZk

LAION-DISCO-12M

Nuovi Mondi

Listed as Raf – Nuovi Mondi (Numeri) · Watch on YouTube

youtube_video D950rNfH20s · row D950rNfH20s

LAION-DISCO-12M

Infinito (Remix)

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

youtube_video Dlf2zzf6sis · row Dlf2zzf6sis

LAION-DISCO-12M

Con Le Mani Su

Listed as Raf – Con Le Mani Su (Sono Io) · Watch on YouTube

youtube_video E9vVCaOJCOc · row E9vVCaOJCOc

LAION-DISCO-12M

Santi nel viavai

Listed as Raf – Santi nel viavai (Cosa resterà degli anni 80) · Watch on YouTube

youtube_video EKIcBcqROuQ · row EKIcBcqROuQ

LAION-DISCO-12M

Senza respiro

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

youtube_video FHwCdmv5kB8 · row FHwCdmv5kB8

LAION-DISCO-12M

Milioni di cose che non ti ho detto

Listed as Raf – Milioni di cose che non ti ho detto (Ouch) · Watch on YouTube

youtube_video Fd1fG2eqrOg · row Fd1fG2eqrOg

LAION-DISCO-12M

Ballo (radio vrs)

Listed as Raf – Ballo (radio vrs) (Ballo (radio vrs)) · Watch on YouTube

youtube_video IpoD7dBgQ5U · row IpoD7dBgQ5U

LAION-DISCO-12M

… E penso a te

Listed as Raf – … E penso a te (... E penso a te) · Watch on YouTube

youtube_video J2pRQEgrfQQ · row J2pRQEgrfQQ

LAION-DISCO-12M

La mia casa

Listed as RAF – La mia casa (La mia casa) · Watch on YouTube

youtube_video JphodVFl5Yk · row JphodVFl5Yk

LAION-DISCO-12M

In tutti i miei giorni (Revolutionized)

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

youtube_video LVnegd2hTKY · row LVnegd2hTKY

LAION-DISCO-12M

Se ti senti sola

Listed as Raf – Se ti senti sola (Sogni …è tutto quello che c'è) · Watch on YouTube

youtube_video N8v0hXDW7Vc · row N8v0hXDW7Vc

LAION-DISCO-12M

Ogni Piccola Cosa

Listed as Raf – Ogni Piccola Cosa (Numeri) · Watch on YouTube

youtube_video OuNbvIh0D6k · row OuNbvIh0D6k

LAION-DISCO-12M

Il re

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

youtube_video OukApiMzYA8 · row OukApiMzYA8

LAION-DISCO-12M

La battaglia del sesso

Listed as Raf – La battaglia del sesso (Ti pretendo) · Watch on YouTube

youtube_video PmWE36wkkP4 · row PmWE36wkkP4

LAION-DISCO-12M

Non E' Mai Un Errore (live 2009)

Listed as Raf – Non E' Mai Un Errore (live 2009) (Soundview Deluxe Edition) · Watch on YouTube

youtube_video PnIiWi--YHs · row PnIiWi--YHs

LAION-DISCO-12M

Aria da niente

Listed as Raf – Aria da niente (Ouch) · Watch on YouTube

youtube_video Q0C_BjHwfwk · row Q0C_BjHwfwk

LAION-DISCO-12M

Arcobaleni

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

youtube_video RGhPu4u29ag · row RGhPu4u29ag

LAION-DISCO-12M

Oasi

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

youtube_video RjMj2GNyIDA · row RjMj2GNyIDA

LAION-DISCO-12M

Un Tempo Indefinito

Listed as Raf – Un Tempo Indefinito (Numeri) · Watch on YouTube

youtube_video SKZnh1mwEk8 · row SKZnh1mwEk8

LAION-DISCO-12M

Controsenso

Listed as Raf – Controsenso (Numeri) · Watch on YouTube

youtube_video TGrJt6ng_kM · row TGrJt6ng_kM

LAION-DISCO-12M

Metamorfosi

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

youtube_video WFMfqXMCBhw · row WFMfqXMCBhw

LAION-DISCO-12M

La folle corsa

Listed as Raf – La folle corsa (Cannibali) · Watch on YouTube

youtube_video WaCsD-t3O4k · row WaCsD-t3O4k

LAION-DISCO-12M

Vita, storie e pensieri di un alieno

Listed as Raf – Vita, storie e pensieri di un alieno (La prova) · Watch on YouTube

youtube_video ZuGw2ALunlM · row ZuGw2ALunlM

LAION-DISCO-12M

E' quasi l'alba

Listed as Raf – E' quasi l'alba (Manifesto) · Watch on YouTube

youtube_video aJlV1tKGZak · row aJlV1tKGZak

LAION-DISCO-12M

Infinito

Listed as Raf – Infinito (Le Ragioni Del Cuore) · Watch on YouTube

youtube_video f3QOBoXWvyM · row f3QOBoXWvyM

LAION-DISCO-12M

E' meglio cosi'

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

youtube_video hWPVbOCyqcA · row hWPVbOCyqcA

LAION-DISCO-12M

Mai Del Tutto

Listed as Raf – Mai Del Tutto (Numeri) · Watch on YouTube

youtube_video igcCzwMwrgg · row igcCzwMwrgg

LAION-DISCO-12M

Sogni

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

youtube_video ir70pPkCl6M · row ir70pPkCl6M

LAION-DISCO-12M

Nei silenzi

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

youtube_video ivbU7UbDFpc · row ivbU7UbDFpc

LAION-DISCO-12M

Il Mondo Coi Tuoi Occhi

Listed as Raf – Il Mondo Coi Tuoi Occhi (Metamorfosi) · Watch on YouTube

youtube_video mThJbQHX6_E · row mThJbQHX6_E

LAION-DISCO-12M

Numeri (feat. Frankie hi-nrg mc & Nathalie)

Listed as Raf – Numeri (feat. Frankie hi-nrg mc & Nathalie) (Numeri) · Watch on YouTube

youtube_video mVyRd063IzM · row mVyRd063IzM

LAION-DISCO-12M

Eclissi Totale

Listed as Raf – Eclissi Totale (Sono Io) · Watch on YouTube

youtube_video n-3Lzn-VD1k · row n-3Lzn-VD1k

LAION-DISCO-12M

R4

Listed as Raf – R4 (Iperbole) · Watch on YouTube

youtube_video o66Rnalo0PA · row o66Rnalo0PA

LAION-DISCO-12M

La danza della pioggia

Listed as Raf – La danza della pioggia (La prova) · Watch on YouTube

youtube_video oZ28HKiOKlM · row oZ28HKiOKlM

LAION-DISCO-12M

Oltre Di Noi

Listed as Raf – Oltre Di Noi (Numeri) · Watch on YouTube

youtube_video of7NJndpLRE · row of7NJndpLRE

LAION-DISCO-12M

Change Your Mind

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

youtube_video raeywq5BESM · row raeywq5BESM

LAION-DISCO-12M

E gli altri dormono

Listed as Raf – E gli altri dormono (Cosa resterà degli anni 80) · Watch on YouTube

youtube_video w7uNYfRconE · row w7uNYfRconE

LAION-DISCO-12M

In tutti i miei giorni

Listed as Raf – In tutti i miei giorni (Le Ragioni Del Cuore) · Watch on YouTube

youtube_video yH0flZ0Oyto · row yH0flZ0Oyto

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.