Yes. Khushboo Ahmed has 44 songs listed in a dataset used to train AI music models.

Used for training 44

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 Ar Ktodin Thakbore Doyal, pathalen Je niyoti, Jare Bashlam Balo A Jibone

Listed under the artist name 44 songs in LAION-DISCO-12M

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

Ar Ktodin Thakbore Doyal

Listed as Khushboo Ahmed – Ar Ktodin Thakbore Doyal (Ar Ktodin Thakbore Doyal) · Watch on YouTube

youtube_video 1d1BJf2LPXc · row 1d1BJf2LPXc

LAION-DISCO-12M

pathalen Je niyoti

Listed as Khushboo Ahmed – pathalen Je niyoti (pathalen Je niyoti) · Watch on YouTube

youtube_video 1s9Ll9Zy5_E · row 1s9Ll9Zy5_E

LAION-DISCO-12M

Jare Bashlam Balo A Jibone

Listed as Khushboo Ahmed – Jare Bashlam Balo A Jibone (Jare Bashlam Balo A Jibone) · Watch on YouTube

youtube_video 5xy-1hvat6s · row 5xy-1hvat6s

LAION-DISCO-12M

Ki Jala Diya Geli More

Listed as Khushboo Ahmed – Ki Jala Diya Geli More (Ki Jala Diya Geli More) · Watch on YouTube

youtube_video 64qCdhS0IsU · row 64qCdhS0IsU

LAION-DISCO-12M

amay bhashaili re amay dubaili re

Listed as Khushboo Ahmed – amay bhashaili re amay dubaili re (amay bhashaili re amay dubaili re) · Watch on YouTube

youtube_video 6JSmM5fzTts · row 6JSmM5fzTts

LAION-DISCO-12M

karjonne rakhibre shonar joubon

Listed as Khushboo Ahmed – karjonne rakhibre shonar joubon (karjonne rakhibre shonar joubon) · Watch on YouTube

youtube_video 6UF6UNd60As · row 6UF6UNd60As

LAION-DISCO-12M

Tumi Dakdile

Listed as Khushboo Ahmed – Tumi Dakdile (Tumi Dakdile) · Watch on YouTube

youtube_video 6dEjzU5utpI · row 6dEjzU5utpI

LAION-DISCO-12M

Mala kar lagiya gathi

Listed as Khushboo Ahmed – Mala kar lagiya gathi (Mala kar lagiya gathi) · Watch on YouTube

youtube_video 6jmXRO-yExA · row 6jmXRO-yExA

LAION-DISCO-12M

Tumi koi a jao

Listed as Khushboo Ahmed – Tumi koi a jao (Tumi koi a jao) · Watch on YouTube

youtube_video 7BLXKn8feS4 · row 7BLXKn8feS4

LAION-DISCO-12M

Bndy Maya Lagaise

Listed as Khushboo Ahmed – Bndy Maya Lagaise (Bndy Maya Lagaise) · Watch on YouTube

youtube_video 7GsPF64ER_U · row 7GsPF64ER_U

LAION-DISCO-12M

Amar Bondhu Doya Moy

Listed as Khushboo Ahmed – Amar Bondhu Doya Moy (Amar Bondhu Doya Moy) · Watch on YouTube

youtube_video 7lk169KBDQs · row 7lk169KBDQs

LAION-DISCO-12M

jala dili re

Listed as Khushboo Ahmed – jala dili re (jala dili re) · Watch on YouTube

youtube_video 8KVb8YKWBgA · row 8KVb8YKWBgA

LAION-DISCO-12M

Ki bolibo sonar chanre

Listed as Khushboo Ahmed – Ki bolibo sonar chanre (Ki bolibo sonar chanre) · Watch on YouTube

youtube_video 8LoNkkzjIFU · row 8LoNkkzjIFU

LAION-DISCO-12M

Ar kotodin thakbo doyal

Listed as Khushboo Ahmed – Ar kotodin thakbo doyal (Ar kotodin thakbo doyal) · Watch on YouTube

youtube_video 9hc-sjnXuiU · row 9hc-sjnXuiU

LAION-DISCO-12M

Ami morle kbor dio

Listed as Khushboo Ahmed – Ami morle kbor dio (Ami morle kbor dio) · Watch on YouTube

youtube_video EIMk4MeGtxE · row EIMk4MeGtxE

LAION-DISCO-12M

Modhur Modhur Kotha koiya

Listed as Khushboo Ahmed – Modhur Modhur Kotha koiya (Modhur Modhur Kotha koiya) · Watch on YouTube

youtube_video EhMfpAIQzHU · row EhMfpAIQzHU

LAION-DISCO-12M

Bondhu Amar Paner Dokandar

Listed as Khushboo Ahmed – Bondhu Amar Paner Dokandar (Bondhu Amar Paner Dokandar) · Watch on YouTube

youtube_video EtJYA_U3mA8 · row EtJYA_U3mA8

LAION-DISCO-12M

Shishu kaler Bhalobasha Re Shona Bondhu

Listed as Khushboo Ahmed – Shishu kaler Bhalobasha Re Shona Bondhu (Shishu kaler Bhalobasha Re Shona Bondhu) · Watch on YouTube

youtube_video G4IqcQB9Yws · row G4IqcQB9Yws

LAION-DISCO-12M

Rushiya bondhu ashibar kotha

Listed as Khushboo Ahmed – Rushiya bondhu ashibar kotha (Rushiya bondhu ashibar kotha) · Watch on YouTube

youtube_video G8kfUrB4-Yg · row G8kfUrB4-Yg

LAION-DISCO-12M

Aage jodi jantam re bondhu

Listed as Khushboo Ahmed – Aage jodi jantam re bondhu (Aage jodi jantam re bondhu) · Watch on YouTube

youtube_video GIS4ubRJJkA · row GIS4ubRJJkA

LAION-DISCO-12M

Tumi Kosto Dio Amay

Listed as Khushboo Ahmed – Tumi Kosto Dio Amay (Tumi Kosto Dio Amay) · Watch on YouTube

youtube_video GoYD68jaZgs · row GoYD68jaZgs

LAION-DISCO-12M

Tumi konba Dhese roilare

Listed as Khushboo Ahmed – Tumi konba Dhese roilare (Tumi konba Dhese roilare) · Watch on YouTube

youtube_video K-emdhEoAJs · row K-emdhEoAJs

LAION-DISCO-12M

Jalai Jalai ontor Puira Chai

Listed as Khushboo Ahmed – Jalai Jalai ontor Puira Chai (Jalai Jalai ontor Puira Chai) · Watch on YouTube

youtube_video Kx0X7x48rRE · row Kx0X7x48rRE

LAION-DISCO-12M

Doyal Amar Aipth diya Ashbere

Listed as Khushboo Ahmed – Doyal Amar Aipth diya Ashbere (Doyal Amar Aipth diya Ashbere) · Watch on YouTube

youtube_video NZ9Ww0YVA2A · row NZ9Ww0YVA2A

LAION-DISCO-12M

du‌ chokh amar‌ nodi hoilo

Listed as Khushboo Ahmed – du‌ chokh amar‌ nodi hoilo (du‌ chokh amar‌ nodi hoilo) · Watch on YouTube

youtube_video Nv9rf6kKBjo · row Nv9rf6kKBjo

LAION-DISCO-12M

Amar Sona bondhu re

Listed as Khushboo Ahmed – Amar Sona bondhu re (Amar Sona bondhu re) · Watch on YouTube

youtube_video P6U26dS6tMM · row P6U26dS6tMM

LAION-DISCO-12M

Bondhu Tumi Amare

Listed as Khushboo Ahmed – Bondhu Tumi Amare (Bondhu Tumi Amare) · Watch on YouTube

youtube_video QCmsfhuw_j0 · row QCmsfhuw_j0

LAION-DISCO-12M

roshik amar mon bandhia pinjor banaise

Listed as Khushboo Ahmed – roshik amar mon bandhia pinjor banaise (roshik amar mon bandhia pinjor banaise) · Watch on YouTube

youtube_video R55xov9w7So · row R55xov9w7So

LAION-DISCO-12M

Tui Amare Korli Pagol

Listed as Khushboo Ahmed – Tui Amare Korli Pagol (Tui Amare Korli Pagol) · Watch on YouTube

youtube_video TI-j7fF6ivg · row TI-j7fF6ivg

LAION-DISCO-12M

Ai ki pemere paona Re Bondhu

Listed as Khushboo Ahmed – Ai ki pemere paona Re Bondhu (Ai ki pemere paona Re Bondhu) · Watch on YouTube

youtube_video ZCTUH-oVaLM · row ZCTUH-oVaLM

LAION-DISCO-12M

Ator Gulap Shuwa Chandan

Listed as Khushboo Ahmed – Ator Gulap Shuwa Chandan (Ator Gulap Shuwa Chandan) · Watch on YouTube

youtube_video _dEzhVaSSNY · row _dEzhVaSSNY

LAION-DISCO-12M

Ami baia jaiya kon Ghate

Listed as Khushboo Ahmed – Ami baia jaiya kon Ghate (Ami baia jaiya kon Ghate) · Watch on YouTube

youtube_video a1B2g2vu5ns · row a1B2g2vu5ns

LAION-DISCO-12M

Ami Ai minoti Kori Re

Listed as Khushboo Ahmed – Ami Ai minoti Kori Re (Ami Ai minoti Kori Re) · Watch on YouTube

youtube_video ahmBdX0XCpk · row ahmBdX0XCpk

LAION-DISCO-12M

Amare Sariyare Bondhu Jaiona

Listed as Khushboo Ahmed – Amare Sariyare Bondhu Jaiona (Amare Sariyare Bondhu Jaiona) · Watch on YouTube

youtube_video bAheifBoEtk · row bAheifBoEtk

LAION-DISCO-12M

Tui jodi hoiti glar mala

Listed as Khushboo Ahmed – Tui jodi hoiti glar mala (Tui jodi hoiti glar mala) · Watch on YouTube

youtube_video dgSWeCEZA2A · row dgSWeCEZA2A

LAION-DISCO-12M

Dorodiya Bondhure Bhashaili Akul Shagore

Listed as Khushboo Ahmed – Dorodiya Bondhure Bhashaili Akul Shagore (Dorodiya Bondhure Bhashaili Akul Shagore) · Watch on YouTube

youtube_video e0aqT7HS5_o · row e0aqT7HS5_o

LAION-DISCO-12M

de de pal tule de

Listed as Khushboo Ahmed – de de pal tule de (de de pal tule de) · Watch on YouTube

youtube_video fEW2gUp4kTk · row fEW2gUp4kTk

LAION-DISCO-12M

Tumi Amon Koira Saira Jaiba Bandhob

Listed as Khushboo Ahmed – Tumi Amon Koira Saira Jaiba Bandhob (Tumi Amon Koira Saira Jaiba Bandhob) · Watch on YouTube

youtube_video fzlwRqEI13k · row fzlwRqEI13k

LAION-DISCO-12M

Tomake Chai Ami Aro Kase

Listed as Khushboo Ahmed – Tomake Chai Ami Aro Kase (Tomake Chai Ami Aro Kase) · Watch on YouTube

youtube_video oF4708x1yJ0 · row oF4708x1yJ0

LAION-DISCO-12M

Dine Dine Khushiya poribe

Listed as Khushboo Ahmed – Dine Dine Khushiya poribe (Dine Dine Khushiya poribe) · Watch on YouTube

youtube_video pBYfm7y_6Gw · row pBYfm7y_6Gw

LAION-DISCO-12M

Shada Shada kala kala.

Listed as Khushboo Ahmed – Shada Shada kala kala. (Shada Shada kala kala.) · Watch on YouTube

youtube_video rJzeqQZE7ZY · row rJzeqQZE7ZY

LAION-DISCO-12M

Amar moto ato shukhi

Listed as Khushboo Ahmed – Amar moto ato shukhi (Amar moto ato shukhi) · Watch on YouTube

youtube_video t2TYOj9OFNc · row t2TYOj9OFNc

LAION-DISCO-12M

Ato Pashan Kemne Hoila

Listed as Khushboo Ahmed – Ato Pashan Kemne Hoila (Ato Pashan Kemne Hoila) · Watch on YouTube

youtube_video uLlaUCLtF5E · row uLlaUCLtF5E

LAION-DISCO-12M

Manush Bro Shartho Pr 1

Listed as Khushboo Ahmed – Manush Bro Shartho Pr 1 (Manush Bro Shartho Pr 1) · Watch on YouTube

youtube_video y-iuY1k9TLQ · row y-iuY1k9TLQ

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.