Yes. Perturbazione has 137 songs listed in a dataset used to train AI music models.

Used for training 137

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 Why Lo-Fi Sucks in '98, On/Off (Acoustic Session '07), Anywhere

Listed under the artist name 137 songs in LAION-DISCO-12M

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

Why Lo-Fi Sucks in '98

Listed as Perturbazione – Why Lo-Fi Sucks in '98 (Waiting to Happen / 36) · Watch on YouTube

youtube_video 15el4hBZsEg · row 15el4hBZsEg

LAION-DISCO-12M

On/Off (Acoustic Session '07)

Listed as Perturbazione – On/Off (Acoustic Session '07) (Pianissimo Fortissimo) · Watch on YouTube

youtube_video 4b7XFqf0Iww · row 4b7XFqf0Iww

LAION-DISCO-12M

Anywhere

Listed as Perturbazione – Anywhere (Waiting to Happen / 36) · Watch on YouTube

youtube_video 60EAxo6SwZE · row 60EAxo6SwZE

LAION-DISCO-12M

Come i ladri

Listed as Perturbazione – Come i ladri ((dis)amore) · Watch on YouTube

youtube_video 6EG6pjEn_Vg · row 6EG6pjEn_Vg

LAION-DISCO-12M

I Am F

Listed as Perturbazione – I Am F (Waiting to Happen / 36) · Watch on YouTube

youtube_video 6O5KvadMhXw · row 6O5KvadMhXw

LAION-DISCO-12M

Caspiriña

Listed as Perturbazione – Caspiriña (Waiting to Happen / 36) · Watch on YouTube

youtube_video 7y7YyzglZeM · row 7y7YyzglZeM

LAION-DISCO-12M

All Shook Up

Listed as Perturbazione – All Shook Up (Un Anno In Più - EP) · Watch on YouTube

youtube_video 8yET_UOKF9M · row 8yET_UOKF9M

LAION-DISCO-12M

Last Minute

Listed as Perturbazione – Last Minute (Del nostro tempo rubato) · Watch on YouTube

youtube_video Bh6GHXCLhbM · row Bh6GHXCLhbM

LAION-DISCO-12M

Violet

Listed as Perturbazione – Violet (Waiting to Happen / 36) · Watch on YouTube

youtube_video F7h_EHmgOlM · row F7h_EHmgOlM

LAION-DISCO-12M

Brautigan (Giorni Che Finiscono)

Listed as Perturbazione – Brautigan (Giorni Che Finiscono) (Pianissimo Fortissimo) · Watch on YouTube

youtube_video F96W2-vqX9c · row F96W2-vqX9c

LAION-DISCO-12M

Passed Away

Listed as Perturbazione – Passed Away (Waiting to Happen / 36) · Watch on YouTube

youtube_video FxCJYCxwjJ0 · row FxCJYCxwjJ0

LAION-DISCO-12M

Ti voglio laureato, raffinato, anticonformista quanto basta, con un forte senso dell'umorismo, del nord, dolcissimo, molto dolce

Listed as Perturbazione – Ti voglio laureato, raffinato, anticonformista quanto basta, con un forte senso dell'umorismo, del nord, dolcissimo, molto dolce (Waiting to Happen / 36) · Watch on YouTube

youtube_video HJ07PjQGFwU · row HJ07PjQGFwU

LAION-DISCO-12M

Le assenze

Listed as Perturbazione – Le assenze ((dis)amore) · Watch on YouTube

youtube_video JKUqRhdqr7M · row JKUqRhdqr7M

LAION-DISCO-12M

Magik Mulatto

Listed as Perturbazione – Magik Mulatto (Waiting to Happen / 36) · Watch on YouTube

youtube_video LOZCy9HUQNU · row LOZCy9HUQNU

LAION-DISCO-12M

La corda di vetro

Listed as Perturbazione – La corda di vetro (Waiting to Happen / 36) · Watch on YouTube

youtube_video NQYAg5doXec · row NQYAg5doXec

LAION-DISCO-12M

Uno Senza

Listed as Perturbazione – Uno Senza (Un Anno In Più - EP) · Watch on YouTube

youtube_video Phm4lIsNF4s · row Phm4lIsNF4s

LAION-DISCO-12M

Buongiorno Buonafortuna (Live @ Radio Deejay)

Listed as Perturbazione – Buongiorno Buonafortuna (Live @ Radio Deejay) (Buongiorno Buonafortuna (Live @ Radio Deejay)) · Watch on YouTube

youtube_video Qc-6ctN2ZTg · row Qc-6ctN2ZTg

LAION-DISCO-12M

Dal silenzio

Listed as Perturbazione – Dal silenzio (Waiting to Happen / 36) · Watch on YouTube

youtube_video RtaHos08GqA · row RtaHos08GqA

LAION-DISCO-12M

Legàmi

Listed as Perturbazione – Legàmi (Musica X (Include i brani del Festival di Sanremo 2014)) · Watch on YouTube

youtube_video SZT1u7iEffA · row SZT1u7iEffA

LAION-DISCO-12M

Temporaneamente

Listed as Perturbazione – Temporaneamente ((dis)amore) · Watch on YouTube

youtube_video ShKXNGYuOs8 · row ShKXNGYuOs8

LAION-DISCO-12M

Cara rubrica del cuore

Listed as Perturbazione – Cara rubrica del cuore (Le storie che ci raccontiamo) · Watch on YouTube

youtube_video XrNQLIeqnhs · row XrNQLIeqnhs

LAION-DISCO-12M

Una sigaretta

Listed as Perturbazione – Una sigaretta (Sotto il Cielo di Fred) · Watch on YouTube

youtube_video ahWIxwF-7z8 · row ahWIxwF-7z8

LAION-DISCO-12M

Il laureando

Listed as Perturbazione – Il laureando (Fosbury Primo Salto) · Watch on YouTube

youtube_video axTusTcoQ2g · row axTusTcoQ2g

LAION-DISCO-12M

Titoli di coda

Listed as Perturbazione – Titoli di coda (Del nostro tempo rubato) · Watch on YouTube

youtube_video flADbXRysU8 · row flADbXRysU8

LAION-DISCO-12M

Controfigurine

Listed as Perturbazione – Controfigurine (Pianissimo Fortissimo) · Watch on YouTube

youtube_video hrdxVsqcQZk · row hrdxVsqcQZk

LAION-DISCO-12M

Le sigarette dopo il sesso

Listed as Perturbazione – Le sigarette dopo il sesso ((dis)amore) · Watch on YouTube

youtube_video iMWyqRWZo4A · row iMWyqRWZo4A

LAION-DISCO-12M

Where Were You When We Were Tearing Ourselves in Pieces?

Listed as Perturbazione – Where Were You When We Were Tearing Ourselves in Pieces? (Waiting to Happen / 36) · Watch on YouTube

youtube_video kVtUA07GVHI · row kVtUA07GVHI

LAION-DISCO-12M

Lontano da qui

Listed as Perturbazione – Lontano da qui (Waiting to Happen / 36) · Watch on YouTube

youtube_video kyQrnahLkgg · row kyQrnahLkgg

LAION-DISCO-12M

Musica leggera

Listed as Perturbazione – Musica leggera (Del nostro tempo rubato) · Watch on YouTube

youtube_video qECc07Kw4mY · row qECc07Kw4mY

LAION-DISCO-12M

Giugno, Dov'eri?

Listed as Perturbazione – Giugno, Dov'eri? (Pianissimo Fortissimo) · Watch on YouTube

youtube_video qT7b7_iHUZs · row qT7b7_iHUZs

LAION-DISCO-12M

Casa Mia

Listed as Perturbazione – Casa Mia (Pianissimo Fortissimo) · Watch on YouTube

youtube_video r2g7-h3ANDg · row r2g7-h3ANDg

LAION-DISCO-12M

Chiticapisce

Listed as Perturbazione – Chiticapisce (Musica X (Include i brani del Festival di Sanremo 2014)) · Watch on YouTube

youtube_video rpvYX2wgA5M · row rpvYX2wgA5M

LAION-DISCO-12M

Domenica interno notte

Listed as Perturbazione – Domenica interno notte (Waiting to Happen / 36) · Watch on YouTube

youtube_video soBc4SKXuLg · row soBc4SKXuLg

LAION-DISCO-12M

Fake B-Movie Star

Listed as Perturbazione – Fake B-Movie Star (Waiting to Happen / 36) · Watch on YouTube

youtube_video wSGxtgHkf3Q · row wSGxtgHkf3Q

LAION-DISCO-12M

See the Sky Above

Listed as Perturbazione – See the Sky Above (Waiting to Happen / 36) · Watch on YouTube

youtube_video xHS9p08oKOU · row xHS9p08oKOU

LAION-DISCO-12M

The Beat goes on

Listed as Perturbazione – The Beat goes on (La Valigetta Post-Remixes, Vol. 1) · Watch on YouTube

youtube_video xt5Zq1DLWhM · row xt5Zq1DLWhM

LAION-DISCO-12M

Tralala

Listed as Perturbazione – Tralala (Waiting to Happen / 36) · Watch on YouTube

youtube_video yEddmwNAQ_g · row yEddmwNAQ_g

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.