Report Bella DeNapoli built from the datasets alone

Yes. Bella DeNapoli has 20 songs and 1 video 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 1

video 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 Isabella DeNapoli- Break Free, Ariana Grande Cover

Used for training 20

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 idk, Sweet Escape, flakey (Live)

Listed under the artist name 20 songs in LAION-DISCO-12M

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

idk

Listed as Bella DeNapoli – idk (Three Letters) · Watch on YouTube

youtube_video 0LfP5o-BCNY · row 0LfP5o-BCNY

LAION-DISCO-12M

Sweet Escape

Listed as Bella DeNapoli – Sweet Escape (Sweet Escape) · Watch on YouTube

youtube_video 2tAkOEPyx80 · row 2tAkOEPyx80

LAION-DISCO-12M

flakey (Live)

Listed as Bella DeNapoli – flakey (Live) (chillin live by the fireplace) · Watch on YouTube

youtube_video 70sRbuCll9s · row 70sRbuCll9s

LAION-DISCO-12M

falala love me (Live)

Listed as Bella DeNapoli – falala love me (Live) (chillin live by the fireplace) · Watch on YouTube

youtube_video AnZkPV42Tx0 · row AnZkPV42Tx0

LAION-DISCO-12M

the christmas song (Live)

Listed as Bella DeNapoli – the christmas song (Live) (chillin live by the fireplace) · Watch on YouTube

youtube_video BZ5KVWlXIF8 · row BZ5KVWlXIF8

LAION-DISCO-12M

brb

Listed as Bella DeNapoli – brb (Three Letters) · Watch on YouTube

youtube_video Mlq9tli9ePQ · row Mlq9tli9ePQ

LAION-DISCO-12M

sleepless nights

Listed as Bella DeNapoli – sleepless nights (sleepless nights) · Watch on YouTube

youtube_video SnDM1yL4E1k · row SnDM1yL4E1k

LAION-DISCO-12M

gtg

Listed as Bella DeNapoli – gtg (Three Letters) · Watch on YouTube

youtube_video U2VgcNH30ts · row U2VgcNH30ts

LAION-DISCO-12M

tbh

Listed as Bella DeNapoli – tbh (tbh) · Watch on YouTube

youtube_video ZhYdD6CEfMQ · row ZhYdD6CEfMQ

LAION-DISCO-12M

hey

Listed as Bella DeNapoli – hey (Three Letters) · Watch on YouTube

youtube_video b-ZqR0YoH9k · row b-ZqR0YoH9k

LAION-DISCO-12M

Damaged

Listed as Bella DeNapoli – Damaged (Damaged) · Watch on YouTube

youtube_video b8YQ22U5FyQ · row b8YQ22U5FyQ

LAION-DISCO-12M

lmk

Listed as Bella DeNapoli – lmk (Three Letters) · Watch on YouTube

youtube_video fJ2WG959x1A · row fJ2WG959x1A

LAION-DISCO-12M

ily

Listed as Bella DeNapoli – ily (ily) · Watch on YouTube

youtube_video fekO43ko1LY · row fekO43ko1LY

LAION-DISCO-12M

this christmas (Live)

Listed as Bella DeNapoli – this christmas (Live) (chillin live by the fireplace) · Watch on YouTube

youtube_video hRCSU5hC-eo · row hRCSU5hC-eo

LAION-DISCO-12M

wtf

Listed as Bella DeNapoli – wtf (Three Letters) · Watch on YouTube

youtube_video ivgAS7LMM-8 · row ivgAS7LMM-8

LAION-DISCO-12M

Chandelier

Listed as Bella DeNapoli – Chandelier (Chandelier) · Watch on YouTube

youtube_video kLX0ePZdBBw · row kLX0ePZdBBw

LAION-DISCO-12M

No More Tears (Enough is Enough) (feat. Katie Rae)

Listed as Bella DeNapoli – No More Tears (Enough is Enough) (feat. Katie Rae) (No More Tears (Enough is Enough)) · Watch on YouTube

youtube_video n2kvYoZwwBo · row n2kvYoZwwBo

LAION-DISCO-12M

bye

Listed as Bella DeNapoli – bye (Three Letters) · Watch on YouTube

youtube_video qwqOz9nu0UY · row qwqOz9nu0UY

LAION-DISCO-12M

miracle on 34th street (Live)

Listed as Bella DeNapoli – miracle on 34th street (Live) (chillin live by the fireplace) · Watch on YouTube

youtube_video t0nepwUQZF0 · row t0nepwUQZF0

LAION-DISCO-12M

omw

Listed as Bella DeNapoli – omw (Three Letters) · Watch on YouTube

youtube_video w2SCBIwNLp8 · row w2SCBIwNLp8

LAION-DISCO-12M

AudioSet 1 videos, 1 rows

Isabella DeNapoli- Break Free, Ariana Grande Cover

Clip 140s to 150s · Open clip on YouTube · Labels: Singing, Music

youtube_video qS0eAgkH-cw · row unbalanced_train:qS0eAgkH-cw:140:150

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/bella-denapoli-yt_UCXWC5vkVIIFQpotwpJ6B3nQ

Provenance

JSON export SHA-256 f84d2a3bba289b4a7b29f3b8857489ac1945fcd1fd1ef3ac91e8452fa22d1170

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.