Report Roberto Restuccia built from the datasets alone

Yes. Roberto Restuccia has 36 songs and 4 videos listed in datasets used to train and test AI music models.

This page only knows about the videos the datasets list. To check every upload on the channel:

Used for training and testing 4

videos in AudioSet

A list of about a million ten-second YouTube clips, each labelled with the sounds in it, that Google published in 2017. Labs use it to train and test general audio and music models.

Including Kick Out The Jams Guitar Contest by Roberto Restuccia, Guitar Fusion Contest Entry - Roberto Restuccia, BLUES N ROCK

Used for training 36

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 Exposure, On Mulberry, That's It For Tonight

Listed under the artist name 36 songs in LAION-DISCO-12M

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

Exposure

Listed as Roberto Restuccia – Exposure (Exposure) · Watch on YouTube

youtube_video 0newClC7Hxs · row 0newClC7Hxs

LAION-DISCO-12M

On Mulberry

Listed as Roberto Restuccia – On Mulberry (With Every Turn) · Watch on YouTube

youtube_video 297p-i0Gmeg · row 297p-i0Gmeg

LAION-DISCO-12M

That's It For Tonight

Listed as Roberto Restuccia – That's It For Tonight (With Every Turn) · Watch on YouTube

youtube_video 2L7kR1iKJo0 · row 2L7kR1iKJo0

LAION-DISCO-12M

Sargent & Duchess

Listed as Roberto Restuccia – Sargent & Duchess (Exposure) · Watch on YouTube

youtube_video 2w5uW6QBVek · row 2w5uW6QBVek

LAION-DISCO-12M

Blue Funk

Listed as Roberto Restuccia – Blue Funk (With Every Turn) · Watch on YouTube

youtube_video 3qjKGGKv9og · row 3qjKGGKv9og

LAION-DISCO-12M

Hooked

Listed as Roberto Restuccia – Hooked (When the Smoke Clears) · Watch on YouTube

youtube_video 5M_22MrajWQ · row 5M_22MrajWQ

LAION-DISCO-12M

When the Smoke Clears

Listed as Roberto Restuccia – When the Smoke Clears (When the Smoke Clears) · Watch on YouTube

youtube_video 7gffQgmdKlU · row 7gffQgmdKlU

LAION-DISCO-12M

Mei

Listed as Roberto Restuccia – Mei (When the Smoke Clears) · Watch on YouTube

youtube_video 7zOQ-YquzMA · row 7zOQ-YquzMA

LAION-DISCO-12M

Butterfly

Listed as Roberto Restuccia – Butterfly (Lounge Katz) · Watch on YouTube

youtube_video 81pPTbUiHIc · row 81pPTbUiHIc

LAION-DISCO-12M

1979 (feat. Michael Broening)

Listed as Roberto Restuccia – 1979 (feat. Michael Broening) (Lounge Katz) · Watch on YouTube

youtube_video 8UJLHT1UFZE · row 8UJLHT1UFZE

LAION-DISCO-12M

Love Crazy

Listed as Roberto Restuccia – Love Crazy (With Every Turn) · Watch on YouTube

youtube_video 8ykhDOWo_dw · row 8ykhDOWo_dw

LAION-DISCO-12M

Hip Jive

Listed as Roberto Restuccia – Hip Jive (Lounge Katz) · Watch on YouTube

youtube_video 95AwGpfTs0k · row 95AwGpfTs0k

LAION-DISCO-12M

Love Crazy (feat. Rock Hendricks)

Listed as Roberto Restuccia – Love Crazy (feat. Rock Hendricks) (When the Smoke Clears) · Watch on YouTube

youtube_video AKOX4Ld9lKw · row AKOX4Ld9lKw

LAION-DISCO-12M

Digital Delicacy

Listed as Roberto Restuccia – Digital Delicacy (Exposure) · Watch on YouTube

youtube_video Axt8gL3YFv0 · row Axt8gL3YFv0

LAION-DISCO-12M

Pinstripe

Listed as Roberto Restuccia – Pinstripe (Exposure) · Watch on YouTube

youtube_video C-xIfCKjhjM · row C-xIfCKjhjM

LAION-DISCO-12M

Clickin

Listed as Roberto Restuccia – Clickin (With Every Turn) · Watch on YouTube

youtube_video CLNKXZI73Ts · row CLNKXZI73Ts

LAION-DISCO-12M

Stand Up

Listed as Roberto Restuccia – Stand Up (Stand Up) · Watch on YouTube

youtube_video CWx4rPYYwBo · row CWx4rPYYwBo

LAION-DISCO-12M

Smooth Talker

Listed as Roberto Restuccia – Smooth Talker (Lounge Katz) · Watch on YouTube

youtube_video DzEYAWIme7Q · row DzEYAWIme7Q

LAION-DISCO-12M

Sensual

Listed as Roberto Restuccia – Sensual (When the Smoke Clears) · Watch on YouTube

youtube_video I3SV-3sgiUw · row I3SV-3sgiUw

LAION-DISCO-12M

Pure

Listed as Roberto Restuccia – Pure (Lounge Katz) · Watch on YouTube

youtube_video L2pXYwSZVF4 · row L2pXYwSZVF4

LAION-DISCO-12M

Liquorice Pizza

Listed as Roberto Restuccia – Liquorice Pizza (With Every Turn) · Watch on YouTube

youtube_video M93a-wXbIrE · row M93a-wXbIrE

LAION-DISCO-12M

Under Your Spell

Listed as Roberto Restuccia – Under Your Spell (Exposure) · Watch on YouTube

youtube_video Qb4Uy87U3_o · row Qb4Uy87U3_o

LAION-DISCO-12M

Paradise

Listed as Roberto Restuccia – Paradise (Exposure) · Watch on YouTube

youtube_video VlCL4wFpg78 · row VlCL4wFpg78

LAION-DISCO-12M

You Got-Ta

Listed as Roberto Restuccia – You Got-Ta (With Every Turn) · Watch on YouTube

youtube_video Z1StugsXSxI · row Z1StugsXSxI

LAION-DISCO-12M

Dancing Souls

Listed as Roberto Restuccia – Dancing Souls (When the Smoke Clears) · Watch on YouTube

youtube_video _FhPFY2RKV0 · row _FhPFY2RKV0

LAION-DISCO-12M

A Matter Of Persuasion

Listed as Roberto Restuccia – A Matter Of Persuasion (Lounge Katz) · Watch on YouTube

youtube_video __j2EM1iS6U · row __j2EM1iS6U

LAION-DISCO-12M

Lounge Katz

Listed as Roberto Restuccia – Lounge Katz (Lounge Katz) · Watch on YouTube

youtube_video bp0HJClN40E · row bp0HJClN40E

LAION-DISCO-12M

Arrival

Listed as Roberto Restuccia – Arrival (Smooth Jazz 2021) · Watch on YouTube

youtube_video eF-ysP7S4Nw · row eF-ysP7S4Nw

LAION-DISCO-12M

Phone Box (feat. Randy Scott)

Listed as Roberto Restuccia – Phone Box (feat. Randy Scott) (Lounge Katz) · Watch on YouTube

youtube_video edXEwdX7X3o · row edXEwdX7X3o

LAION-DISCO-12M

ZigZag

Listed as Roberto Restuccia – ZigZag (Exposure) · Watch on YouTube

youtube_video fUkhliImJhc · row fUkhliImJhc

LAION-DISCO-12M

In the Groove

Listed as Roberto Restuccia – In the Groove (Exposure) · Watch on YouTube

youtube_video fbxiIBlpOmo · row fbxiIBlpOmo

LAION-DISCO-12M

When I'm With You (feat. Rock Hendricks)

Listed as Roberto Restuccia – When I'm With You (feat. Rock Hendricks) (When the Smoke Clears) · Watch on YouTube

youtube_video lTj7MZLp__8 · row lTj7MZLp__8

LAION-DISCO-12M

1985

Listed as Roberto Restuccia – 1985 (With Every Turn) · Watch on YouTube

youtube_video o6mVlYQOkrk · row o6mVlYQOkrk

LAION-DISCO-12M

It’s A Blues Thing

Listed as Roberto Restuccia – It’s A Blues Thing (Lounge Katz) · Watch on YouTube

youtube_video pBa8RQ2Jw_Y · row pBa8RQ2Jw_Y

LAION-DISCO-12M

With Every Turn

Listed as Roberto Restuccia – With Every Turn (With Every Turn) · Watch on YouTube

youtube_video q68Gx_QkG_I · row q68Gx_QkG_I

LAION-DISCO-12M

Through the Roof

Listed as Roberto Restuccia – Through the Roof (When the Smoke Clears) · Watch on YouTube

youtube_video tDXkA-XTI_g · row tDXkA-XTI_g

LAION-DISCO-12M

AudioSet 4 videos, 4 rows

Kick Out The Jams Guitar Contest by Roberto Restuccia

Clip 30s to 40s · Open clip on YouTube · Labels: Guitar, Music, Musical instrument, Strum, Plucked string instrument

youtube_video 0GvsQY_oQqY · row unbalanced_train:0GvsQY_oQqY:30:40

AudioSetunbalanced_train

Guitar Fusion Contest Entry - Roberto Restuccia

Clip 30s to 40s · Open clip on YouTube · Labels: Electric guitar, Guitar, Music, Musical instrument, Strum, Plucked string instrument

youtube_video 5i8rmyWqCH8 · row unbalanced_train:5i8rmyWqCH8:30:40

AudioSetunbalanced_train

BLUES N ROCK

Clip 0s to 10s · Open clip on YouTube · Labels: Blues, Guitar, Music, Musical instrument, Plucked string instrument

youtube_video TwJwqApvUzI · row unbalanced_train:TwJwqApvUzI:0:10

AudioSetunbalanced_train

Guthrie Govan Jazz by Roberto Restuccia

Clip 50s to 60s · Open clip on YouTube · Labels: Guitar, Music, Musical instrument, Plucked string instrument, Inside, small room

youtube_video awHSb0CmZPM · row unbalanced_train:awHSb0CmZPM:50:60

AudioSetunbalanced_train

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

Keep a copy

Download the evidence (PDF) JSON Check another name

Share this page https://youtrained.com/r/roberto-restuccia-yt_UCMp6_N5eW4ONydgH-4tuCBg

Provenance

JSON export SHA-256 899fd860886749b15aeaa406ccb03e5b51d7d6eb1297f3298ed5ecbea97665e9

Dataset versions indexed

Dataset	File	Rows	Loaded	SHA-256
audioset	balanced_train_segments.csv	8,836	2026-09-24T10:30:36+00:00	`3b83e5ff9ed72cfd…`
audioset	eval_segments.csv	7,848	2026-09-24T10:30:36+00:00	`f7055f53935f70e7…`
audioset	unbalanced_train_segments.csv	1,063,333	2026-09-24T10:30:43+00:00	`bb2dfd5e4f1ced39…`
laion_disco_12m	train-00000-of-00005.parquet	2,464,184	2026-09-24T12:18:19+00:00	`f8b1f0034f8f1e94…`
laion_disco_12m	train-00001-of-00005.parquet	2,464,183	2026-09-24T12:32:29+00:00	`71d78ad14ee3f85d…`
laion_disco_12m	train-00002-of-00005.parquet	2,464,183	2026-09-24T12:49:06+00:00	`0feba570a0e8e73c…`
laion_disco_12m	train-00003-of-00005.parquet	2,464,183	2026-09-24T13:06:37+00:00	`21a77d99fd85ad2f…`
laion_disco_12m	train-00004-of-00005.parquet	2,464,183	2026-09-24T13:24:36+00:00	`6ac5f59958b6b813…`
musiccaps	musiccaps-public.csv	5,521	2026-09-24T10:29:42+00:00	`8cc109ac507b5e5a…`

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. This report is informational and is not legal advice. It shows that identifiers matching your work are present in the named public research datasets; it does not establish how any particular company used them. If you are the subject of this page and want it removed, see removals.