Yes. Usha Goswami 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 Kala Kavar Konji Ne Radha Ji Rupala, Kanuda Gadh Su Gavalan Utari, Mara Horoji Charta Re Gaye Pabu Ri

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.

Kala Kavar Konji Ne Radha Ji Rupala

Listed as Usha Goswami – Kala Kavar Konji Ne Radha Ji Rupala (Kala Kavar Konji Ne Radha Ji Rupala) · Watch on YouTube

youtube_video 1lthxH0If50 · row 1lthxH0If50

LAION-DISCO-12M

Kanuda Gadh Su Gavalan Utari

Listed as Usha Goswami – Kanuda Gadh Su Gavalan Utari (Kanuda Gadh Su Gavalan Utari) · Watch on YouTube

youtube_video 2ZXT1Zf2V-s · row 2ZXT1Zf2V-s

LAION-DISCO-12M

Mara Horoji Charta Re Gaye Pabu Ri

Listed as Usha Goswami – Mara Horoji Charta Re Gaye Pabu Ri (Mara Horoji Charta Re Gaye Pabu Ri) · Watch on YouTube

youtube_video 4Wr4SOrVdu8 · row 4Wr4SOrVdu8

LAION-DISCO-12M

Savan Vali Tij Aavi Re Kanuda Melava Aavo

Listed as Usha Goswami – Savan Vali Tij Aavi Re Kanuda Melava Aavo (Savan Vali Tij Aavi Re Kanuda Melava Aavo) · Watch on YouTube

youtube_video FBXnvriAG70 · row FBXnvriAG70

LAION-DISCO-12M

Nabhi Kamal Neja Ropiya O Raj Surta Uchi Re Chade

Listed as Usha Goswami – Nabhi Kamal Neja Ropiya O Raj Surta Uchi Re Chade (Nabhi Kamal Neja Ropiya O Raj Surta Uchi Re Chade) · Watch on YouTube

youtube_video NSdHVG4H1iU · row NSdHVG4H1iU

LAION-DISCO-12M

Jalawad Ri Jatan

Listed as Usha Goswami – Jalawad Ri Jatan (Jalawad Ri Jatan) · Watch on YouTube

youtube_video QNNVg8FE8x8 · row QNNVg8FE8x8

LAION-DISCO-12M

Khichiyo Re Vutha Re Megh Bhaida

Listed as Usha Goswami – Khichiyo Re Vutha Re Megh Bhaida (Khichiyo Re Vutha Re Megh Bhaida) · Watch on YouTube

youtube_video U98UqVBHsxM · row U98UqVBHsxM

LAION-DISCO-12M

Meera Rathda Thara Havleda Re Hak

Listed as Usha Goswami – Meera Rathda Thara Havleda Re Hak (Meera Rathda Thara Havleda Re Hak) · Watch on YouTube

youtube_video UuvnMzkDPRs · row UuvnMzkDPRs

LAION-DISCO-12M

Dugdol Vali Mat Tame Jogani Re

Listed as Usha Goswami – Dugdol Vali Mat Tame Jogani Re (Dugdol Vali Mat Tame Jogani Re) · Watch on YouTube

youtube_video c-ijbBHDi_U · row c-ijbBHDi_U

LAION-DISCO-12M

Mara Alam Raja Re - Usha Goswami

Listed as Usha Goswami – Mara Alam Raja Re - Usha Goswami (Mara Alam Raja Re - Usha Goswami) · Watch on YouTube

youtube_video g57xKCS6nik · row g57xKCS6nik

LAION-DISCO-12M

Nabhi Kamal Me To Sutii

Listed as Usha Goswami – Nabhi Kamal Me To Sutii (Nabhi Kamal Me To Sutii) · Watch on YouTube

youtube_video lVm46KG6HVo · row lVm46KG6HVo

LAION-DISCO-12M

Pataye Raja Garbliya Re Koravo

Listed as Usha Goswami – Pataye Raja Garbliya Re Koravo (Pataye Raja Garbliya Re Koravo) · Watch on YouTube

youtube_video n_DvbEE4kls · row n_DvbEE4kls

LAION-DISCO-12M

Nadiya Ro Neer Sanwara

Listed as Usha Goswami – Nadiya Ro Neer Sanwara (Nadiya Ro Neer Sanwara) · Watch on YouTube

youtube_video pfy6mZRLXqI · row pfy6mZRLXqI

LAION-DISCO-12M

Dugdol Gom Me Gera Vaje Dhol

Listed as Usha Goswami – Dugdol Gom Me Gera Vaje Dhol (Dugdol Gom Me Gera Vaje Dhol) · Watch on YouTube

youtube_video teQjn7yYoUg · row teQjn7yYoUg

LAION-DISCO-12M

Char Jag Bita Sawariya Aje Kyu Ni Aayo

Listed as Usha Goswami – Char Jag Bita Sawariya Aje Kyu Ni Aayo (Char Jag Bita Sawariya Aje Kyu Ni Aayo) · Watch on YouTube

youtube_video uqbWuoE1BBI · row uqbWuoE1BBI

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.