Yes. PREET BRAR has 127 songs listed in a dataset used to train AI music models.

Used for training 127

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 Mahma Hazoor Sahib Di, Hemkunt Sahib Da Mahatam Hai Khas, Chham Chham Neer Naino Wagda

Listed under the artist name 127 songs in LAION-DISCO-12M

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

Mahma Hazoor Sahib Di

Listed as Preet Brar | Miss Pooja – Mahma Hazoor Sahib Di (Mahma Hazoor Sahib Di) · Watch on YouTube

youtube_video -zWt-SSt5hw · row -zWt-SSt5hw

LAION-DISCO-12M

Hemkunt Sahib Da Mahatam Hai Khas

Listed as Preet Brar | Miss Pooja – Hemkunt Sahib Da Mahatam Hai Khas (Hemkunt Di Karan Yatra) · Watch on YouTube

youtube_video 0JB4YCpTfRk · row 0JB4YCpTfRk

LAION-DISCO-12M

Chham Chham Neer Naino Wagda

Listed as Preet Brar, Miss Pooja – Chham Chham Neer Naino Wagda (Sheranwali Da Jagrata) · Watch on YouTube

youtube_video 0OD-e-Wl-A8 · row 0OD-e-Wl-A8

LAION-DISCO-12M

Jagmag Jot Jagadi

Listed as Preet Brar, Miss Pooja – Jagmag Jot Jagadi (Maiya De Dar Te Nachna) · Watch on YouTube

youtube_video 1nanPRjVkMs · row 1nanPRjVkMs

LAION-DISCO-12M

Chandigarh

Listed as Preet Brar, Miss Pooja – Chandigarh (Chandigarh) · Watch on YouTube

youtube_video 3lpfRupewdM · row 3lpfRupewdM

LAION-DISCO-12M

Petrol 2

Listed as Miss Pooja, Preet Brar – Petrol 2 (Petrol 2) · Watch on YouTube

youtube_video 4rKRd-gVcC0 · row 4rKRd-gVcC0

LAION-DISCO-12M

Maiya Di Main Lal Chuni

Listed as Preet Brar, Miss Pooja – Maiya Di Main Lal Chuni (Sheranwali Da Jagrata) · Watch on YouTube

youtube_video 5wwbQ677xIA · row 5wwbQ677xIA

LAION-DISCO-12M

Driveway

Listed as Preet Brar, Kamal Brar, Meenu Singh – Driveway (Driveway) · Watch on YouTube

youtube_video CyS7BTOxepY · row CyS7BTOxepY

LAION-DISCO-12M

Bani Guruyan Di

Listed as Preet Brar | Gurlej Akhtar – Bani Guruyan Di (Babe Nanak Ne) · Watch on YouTube

youtube_video Dnonp84x8qo · row Dnonp84x8qo

LAION-DISCO-12M

Nachdi Nachdi Aa

Listed as Preet Brar – Nachdi Nachdi Aa (Bombay Nights) · Watch on YouTube

youtube_video E7XifR8r17Q · row E7XifR8r17Q

LAION-DISCO-12M

Chela Mera Ban Balka

Listed as Preet Brar, Miss Pooja – Chela Mera Ban Balka (Paunahari De Dar Te Nachna) · Watch on YouTube

youtube_video Gt2NRPxN4U8 · row Gt2NRPxN4U8

LAION-DISCO-12M

Baabe Diya Bhagtaniye

Listed as Preet Brar | Miss Pooja – Baabe Diya Bhagtaniye (Pind Vich Jogi Aaya) · Watch on YouTube

youtube_video HQaVbZoMq_0 · row HQaVbZoMq_0

LAION-DISCO-12M

Sangta Dware Chintpoorni Chaliyaan

Listed as Preet Brar, Miss Pooja – Sangta Dware Chintpoorni Chaliyaan (Sheranwali Da Jagrata) · Watch on YouTube

youtube_video M9_wWwFIK6I · row M9_wWwFIK6I

LAION-DISCO-12M

Bazzar

Listed as Preet Brar – Bazzar (Petrol Remix) · Watch on YouTube

youtube_video OfIIZYRFhWU · row OfIIZYRFhWU

LAION-DISCO-12M

Aa Agye Naraate

Listed as Preet Brar, Miss Pooja – Aa Agye Naraate (Maiya De Dar Te Nachna) · Watch on YouTube

youtube_video RoLNgpJ795M · row RoLNgpJ795M

LAION-DISCO-12M

Hemkunt Di Karan Yatra

Listed as Preet Brar | Miss Pooja – Hemkunt Di Karan Yatra (Hemkunt Di Karan Yatra) · Watch on YouTube

youtube_video V8DUWywGxA4 · row V8DUWywGxA4

LAION-DISCO-12M

Utaar Ke Leya De Balka

Listed as Preet Brar, Miss Pooja – Utaar Ke Leya De Balka (Paunahari De Dar Te Nachna) · Watch on YouTube

youtube_video Wa2h8rk2Dzs · row Wa2h8rk2Dzs

LAION-DISCO-12M

Tainu Kehnde Chintapurni Maa

Listed as Preet Brar, Miss Pooja – Tainu Kehnde Chintapurni Maa (Maiya De Dar Te Nachna) · Watch on YouTube

youtube_video YU1Lk9uLgOA · row YU1Lk9uLgOA

LAION-DISCO-12M

Ajj Bole Bol Karaare

Listed as Preet Brar, Miss Pooja – Ajj Bole Bol Karaare (Paunahari De Dar Te Nachna) · Watch on YouTube

youtube_video d5HQLX7BXgg · row d5HQLX7BXgg

LAION-DISCO-12M

Talaiyan Val Gaddiyan

Listed as Preet Brar | Miss Pooja – Talaiyan Val Gaddiyan (Pind Vich Jogi Aaya) · Watch on YouTube

youtube_video g7aN-zLfbLM · row g7aN-zLfbLM

LAION-DISCO-12M

Khalse Di Chade Kala

Listed as Preet Brar – Khalse Di Chade Kala (Babe Nanak Ne) · Watch on YouTube

youtube_video iDa8kgd8cFM · row iDa8kgd8cFM

LAION-DISCO-12M

Police

Listed as Miss Pooja, Preet Brar – Police (Police) · Watch on YouTube

youtube_video o8Ym0muYtvc · row o8Ym0muYtvc

LAION-DISCO-12M

Guru Da Lad Phadle

Listed as Preet Brar – Guru Da Lad Phadle (Babe Nanak Ne) · Watch on YouTube

youtube_video qI8iyp3g8-0 · row qI8iyp3g8-0

LAION-DISCO-12M

Jogi De Dar Jholi Bhardi

Listed as Preet Brar – Jogi De Dar Jholi Bhardi (Paunahari De Dar Te Nachna) · Watch on YouTube

youtube_video tdSeRiN-3Qs · row tdSeRiN-3Qs

LAION-DISCO-12M

Ford

Listed as Miss Pooja, Preet Brar – Ford (Ford) · Watch on YouTube

youtube_video uDuNfaLHDII · row uDuNfaLHDII

LAION-DISCO-12M

Khaali Jholi Bhardi

Listed as Preet Brar – Khaali Jholi Bhardi (Maiya De Dar Te Nachna) · Watch on YouTube

youtube_video xNCw8IZ_W9w · row xNCw8IZ_W9w

LAION-DISCO-12M

Guraan De Vichhode

Listed as Preet Brar | Miss Pooja – Guraan De Vichhode (Mahma Hazoor Sahib Di) · Watch on YouTube

youtube_video yZJrCbmohO0 · row yZJrCbmohO0

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.