Yes. N. Aparna has 15 songs listed in a dataset used to train AI music models.

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 Vandipe Ninage, Mangala Manna, Madhura Bhavagale Banni

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

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

Vandipe Ninage

Listed as N. Aparna – Vandipe Ninage (Omkaara Ganapa) · Watch on YouTube

youtube_video 3xNnJaGzN3k · row 3xNnJaGzN3k

LAION-DISCO-12M

Mangala Manna

Listed as N. Aparna – Mangala Manna (Kande Kaanenembudhu Kangala Brame) · Watch on YouTube

youtube_video 5YYHYAC23ok · row 5YYHYAC23ok

LAION-DISCO-12M

Madhura Bhavagale Banni

Listed as N. Aparna – Madhura Bhavagale Banni (Indrachaapa) · Watch on YouTube

youtube_video 6liJhhgPF2M · row 6liJhhgPF2M

LAION-DISCO-12M

Deva Lokadhindha

Listed as N. Aparna – Deva Lokadhindha (Agochara) · Watch on YouTube

youtube_video 8wdYGHshBXw · row 8wdYGHshBXw

LAION-DISCO-12M

Yaara Dani Adhu

Listed as N. Aparna – Yaara Dani Adhu (Neenilladhe Nanagenidhe) · Watch on YouTube

youtube_video E8ZLrZ6G4uc · row E8ZLrZ6G4uc

LAION-DISCO-12M

Entha Gunave

Listed as B.S. Meera, N. Aparna – Entha Gunave (Indrachaapa) · Watch on YouTube

youtube_video F-jzT3PcN9s · row F-jzT3PcN9s

LAION-DISCO-12M

Yaaru Ivanaaru

Listed as N. Aparna – Yaaru Ivanaaru (Indrachaapa) · Watch on YouTube

youtube_video GgFydCFEvOg · row GgFydCFEvOg

LAION-DISCO-12M

Aadabandha Murthige

Listed as N. Aparna – Aadabandha Murthige (Kande Kaanenembudhu Kangala Brame) · Watch on YouTube

youtube_video RLVlGWBK-hc · row RLVlGWBK-hc

LAION-DISCO-12M

Gurushishya Sambandha

Listed as N. Aparna – Gurushishya Sambandha (Thirulu Karagidha Beeja Marali Huttaballadhe Ayya) · Watch on YouTube

youtube_video VpiVM-mIajk · row VpiVM-mIajk

LAION-DISCO-12M

Kanne Kanasina

Listed as N. Aparna – Kanne Kanasina (Bhaava Loka) · Watch on YouTube

youtube_video bIkdzoPI8sA · row bIkdzoPI8sA

LAION-DISCO-12M

Niranthara

Listed as N. Aparna, B.N. Shilpakala – Niranthara (Geleyarirali Ee Baalinalli) · Watch on YouTube

youtube_video d36STEpls5g · row d36STEpls5g

LAION-DISCO-12M

Ellige Hodano

Listed as N.Aparna,Upasana Mohan – Ellige Hodano (Premada Chitike) · Watch on YouTube

youtube_video fMNAY15QipM · row fMNAY15QipM

LAION-DISCO-12M

Katthale Belaginolippa

Listed as N. Aparna – Katthale Belaginolippa (Ballenembudhu Maaye Aariyenembudhu Maaye) · Watch on YouTube

youtube_video j7cGyoBDTdM · row j7cGyoBDTdM

LAION-DISCO-12M

Nadedide Poojarathi

Listed as P.A. Mangala, N. Aparna – Nadedide Poojarathi (Nadedide Poojarathi) · Watch on YouTube

youtube_video o0eJelPJVrs · row o0eJelPJVrs

LAION-DISCO-12M

Chakoriyamma

Listed as N Aparna, Hiranmayi – Chakoriyamma (Chakoriamma) · Watch on YouTube

youtube_video qid-HjVDzEc · row qid-HjVDzEc

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.