Report Anuradha Ghosh built from the datasets alone

Yes. Anuradha Ghosh has 7 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 khujechi toke raat berate by shekhar 9748597309

Used for training 7

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 Dafli Wale Dafli Baja, Raat Baki Baat Baki Hona Hai Jo, Agar Tum Na Hotey

Listed under the artist name 7 songs in LAION-DISCO-12M

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

Dafli Wale Dafli Baja

Listed as ARIO, Anuradha Ghosh – Dafli Wale Dafli Baja (GOLDEN VOICE OF ANURADHA) · Watch on YouTube

youtube_video 8Yaih4vnxhM · row 8Yaih4vnxhM

LAION-DISCO-12M

Raat Baki Baat Baki Hona Hai Jo

Listed as ARIO, Anuradha Ghosh – Raat Baki Baat Baki Hona Hai Jo (GOLDEN VOICE OF ANURADHA) · Watch on YouTube

youtube_video RhPuuZY9cPs · row RhPuuZY9cPs

LAION-DISCO-12M

Agar Tum Na Hotey

Listed as ARIO, Anuradha Ghosh – Agar Tum Na Hotey (GOLDEN VOICE OF ANURADHA) · Watch on YouTube

youtube_video Z5-H8lSosAE · row Z5-H8lSosAE

LAION-DISCO-12M

এমন মধুর সন্ধ্যায়

Listed as ARIO, Anuradha Ghosh – এমন মধুর সন্ধ্যায় (GOLDEN VOICE OF ANURADHA) · Watch on YouTube

youtube_video a6zwYk2kJPg · row a6zwYk2kJPg

LAION-DISCO-12M

Gazab Ka Hai Din

Listed as ARIO, Anuradha Ghosh – Gazab Ka Hai Din (GOLDEN VOICE OF ANURADHA) · Watch on YouTube

youtube_video bdnJnkFKvFQ · row bdnJnkFKvFQ

LAION-DISCO-12M

Akasher Chand Matir Bukete

Listed as ARIO, Anuradha Ghosh – Akasher Chand Matir Bukete (GOLDEN VOICE OF ANURADHA) · Watch on YouTube

youtube_video sQ54HinsJcw · row sQ54HinsJcw

LAION-DISCO-12M

Bolchi Tomar Kane Kane Amar Tumi

Listed as ARIO, Anuradha Ghosh – Bolchi Tomar Kane Kane Amar Tumi (YAADE PURANE) · Watch on YouTube

youtube_video wYj0PxEQrzE · row wYj0PxEQrzE

LAION-DISCO-12M

AudioSet 1 videos, 1 rows

khujechi toke raat berate by shekhar 9748597309

Clip 120s to 130s · Open clip on YouTube · Labels: Singing, Music

youtube_video Mba6dgxsugw · row unbalanced_train:Mba6dgxsugw:120:130

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/anuradha-ghosh-yt_UCZ7_YACz2MLkUnbrPQYDKlQ

Provenance

JSON export SHA-256 fdf6d344bcbf97850bca538abbdcc328af621e893e9b980691911635572ef61b

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.