Report Nandini Shankar built from the datasets alone

Yes. Nandini Shankar has 15 songs and 2 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 2

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 Raghupati Raghava - Bhajan - Nandini Shankar (Violin), Indian Violin - Nandini Shankar - Raga Yaman

Used for training 15

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 Raga Puriya Dhanashree - Khyal in Madhyalay Teentaal, Unwind, Raga Puriya Dhanashree - Tarana in Drut Teentaal

Listed under the artist name 15 songs in LAION-DISCO-12M

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

Raga Puriya Dhanashree - Khyal in Madhyalay Teentaal

Listed as Nandini Shankar, Abhishek Mishra – Raga Puriya Dhanashree - Khyal in Madhyalay Teentaal (Orange to Red) · Watch on YouTube

youtube_video 5zoPGRshK0E · row 5zoPGRshK0E

LAION-DISCO-12M

Unwind

Listed as Rekesh Chauhan, Nandini Shankar – Unwind (Unwind) · Watch on YouTube

youtube_video 6aX5oKtF-bg · row 6aX5oKtF-bg

LAION-DISCO-12M

Raga Puriya Dhanashree - Tarana in Drut Teentaal

Listed as Nandini Shankar, Abhishek Mishra – Raga Puriya Dhanashree - Tarana in Drut Teentaal (Orange to Red) · Watch on YouTube

youtube_video 9djTyIsoX0Y · row 9djTyIsoX0Y

LAION-DISCO-12M

The Khamaj Connection

Listed as Mahesh Raghvan, Nandini Shankar – The Khamaj Connection (The Khamaj Connection) · Watch on YouTube

youtube_video By-WGrsEJ7Q · row By-WGrsEJ7Q

LAION-DISCO-12M

Na Maanoongi

Listed as Mahesh Raghvan, Nandini Shankar – Na Maanoongi (Na Maanoongi) · Watch on YouTube

youtube_video P6S2jExtF10 · row P6S2jExtF10

LAION-DISCO-12M

Aaj Jaane Ki Zidd Na Karo (Violin)

Listed as Nandini Shankar – Aaj Jaane Ki Zidd Na Karo (Violin) (Aaj Jaane Ki Zidd Na Karo (Violin)) · Watch on YouTube

youtube_video QpsVDTcIp7c · row QpsVDTcIp7c

LAION-DISCO-12M

Raga Livewire

Listed as Nandini Shankar, Rhythm Shaw – Raga Livewire (Raga Livewire) · Watch on YouTube

youtube_video TBLDkbO9qvI · row TBLDkbO9qvI

LAION-DISCO-12M

Raga Bhimpalasi - Tarana in Drut Teentaal

Listed as Nandini Shankar, Ojas Adhiya – Raga Bhimpalasi - Tarana in Drut Teentaal (Immerse) · Watch on YouTube

youtube_video VhG44PxYTkA · row VhG44PxYTkA

LAION-DISCO-12M

Vande Maataram (InStrings)

Listed as Sangeeta Shankar, Ragini Shankar, Nandini Shankar – Vande Maataram (InStrings) (Vande Maataram (InStrings)) · Watch on YouTube

youtube_video W-kWAGyRoXo · row W-kWAGyRoXo

LAION-DISCO-12M

Saffron Nirvana (Ganesh Stuti)

Listed as Nandini Shankar, Ojas Adhiya – Saffron Nirvana (Ganesh Stuti) (Saffron Nirvana (Ganesh Stuti)) · Watch on YouTube

youtube_video WylXFG0dw1Y · row WylXFG0dw1Y

LAION-DISCO-12M

The Kapi Dance

Listed as Mahesh Raghvan, Nandini Shankar – The Kapi Dance (The Kapi Dance) · Watch on YouTube

youtube_video Z9Xg_hNjBxE · row Z9Xg_hNjBxE

LAION-DISCO-12M

Yaad Piya Ki Aaye (Instrumental)

Listed as Nandini Shankar – Yaad Piya Ki Aaye (Instrumental) (Yaad Piya Ki Aaye) · Watch on YouTube

youtube_video i1qKJzO5cMA · row i1qKJzO5cMA

LAION-DISCO-12M

Raga Bhimpalasi - Khyal in Madhyalay Ektaal

Listed as Nandini Shankar, Ojas Adhiya – Raga Bhimpalasi - Khyal in Madhyalay Ektaal (Immerse) · Watch on YouTube

youtube_video l-5zo7G5l3g · row l-5zo7G5l3g

LAION-DISCO-12M

Naina More (Instrumental)

Listed as Nandini Shankar – Naina More (Instrumental) (Naina More) · Watch on YouTube

youtube_video l-X0CGyXIXs · row l-X0CGyXIXs

LAION-DISCO-12M

A Billion Stars

Listed as Mahesh Raghvan, Nandini Shankar – A Billion Stars (A Billion Stars) · Watch on YouTube

youtube_video zdhhTiV2E1E · row zdhhTiV2E1E

LAION-DISCO-12M

AudioSet 2 videos, 2 rows

Raghupati Raghava - Bhajan - Nandini Shankar (Violin)

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Musical instrument, Violin, fiddle, Speech

youtube_video LtZeCrkJjYU · row unbalanced_train:LtZeCrkJjYU:30:40

AudioSetunbalanced_train

Indian Violin - Nandini Shankar - Raga Yaman

Clip 480s to 490s · Open clip on YouTube · Labels: Traditional music, Crowd, Music, Musical instrument, Violin, fiddle, Percussion

youtube_video wVHW3gscwms · row unbalanced_train:wVHW3gscwms:480:490

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/nandini-shankar-yt_UCSIEEZE-5rxeI_ibNf6Q0PA

Provenance

JSON export SHA-256 56c8e00ab2c463ab4c8e0bafda4073574f71f866a042b8e1208a2be3c52eec0e

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.