Yes. Umberto Tozzi has 166 songs listed in a dataset used to train AI music models.

Used for training 166

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 Stella stai (Live), Self control (Live), Ti pretendo (Live)

Listed under the artist name 166 songs in LAION-DISCO-12M

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

Stella stai (Live)

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

youtube_video 05Xvy9pS08M · row 05Xvy9pS08M

LAION-DISCO-12M

Self control (Live)

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

youtube_video 7dCBS484xZs · row 7dCBS484xZs

LAION-DISCO-12M

Ti pretendo (Live)

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

youtube_video 9zXlwmTJLrs · row 9zXlwmTJLrs

LAION-DISCO-12M

Roma Nord / Qualcosa qualcuno / Se non avessi te / Gli innamorati (Live)

Listed as Raf, Umberto Tozzi – Roma Nord / Qualcosa qualcuno / Se non avessi te / Gli innamorati (Live) (Due, la nostra storia (Live)) · Watch on YouTube

youtube_video AQsILfhf3kU · row AQsILfhf3kU

LAION-DISCO-12M

Come una danza (Live)

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

youtube_video CFStZB3ftLI · row CFStZB3ftLI

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 (Live)

Listed as Raf, Umberto Tozzi – Non è mai un errore (Live) (Due, la nostra storia (Live)) · Watch on YouTube

youtube_video U0BlEbbulp4 · row U0BlEbbulp4

LAION-DISCO-12M

Iperbole / Siamo soli nell'immenso vuoto che c'è / Per tutto il tempo / Show me the way to heaven (Live)

Listed as Raf, Umberto Tozzi – Iperbole / Siamo soli nell'immenso vuoto che c'è / Per tutto il tempo / Show me the way to heaven (Live) (Due, la nostra storia (Live)) · Watch on YouTube

youtube_video Y4gOB08xsG4 · row Y4gOB08xsG4

LAION-DISCO-12M

Dimmi di no (Live)

Listed as Raf, Umberto Tozzi – Dimmi di no (Live) (Due, la nostra storia (Live)) · Watch on YouTube

youtube_video crYWjbw1bLI · row crYWjbw1bLI

LAION-DISCO-12M

Immensamente (Live)

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

youtube_video df-YJhjTnOI · row df-YJhjTnOI

LAION-DISCO-12M

Per averti

Listed as Marcella Bella, Umberto Tozzi – Per averti (Una serata... Bella per te, Gianni!) · Watch on YouTube

youtube_video hTacftMnwzk · row hTacftMnwzk

LAION-DISCO-12M

Tu (Live)

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

youtube_video i1MOW1UvdnU · row i1MOW1UvdnU

LAION-DISCO-12M

Gloria (Live)

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

youtube_video ocg1ETBFGGA · row ocg1ETBFGGA

LAION-DISCO-12M

Sei la più bella del mondo (Live)

Listed as Raf, Umberto Tozzi – Sei la più bella del mondo (Live) (Due, la nostra storia (Live)) · Watch on YouTube

youtube_video qmvrNdjSpT8 · row qmvrNdjSpT8

LAION-DISCO-12M

Infinito (Live)

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

youtube_video qnGZ_C7SCdM · row qnGZ_C7SCdM

LAION-DISCO-12M

Notte rosa (Live)

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

youtube_video xegp9iGBdf8 · row xegp9iGBdf8

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.