Yes. Khaled Bougatfa has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Rainb Instrumental 07, Blue Coffee, Trap Instrumental 16

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Rainb Instrumental 07

Listed as Khaled Bougatfa – Rainb Instrumental 07 (INSTRUMENTAL Sessions) · Watch on YouTube

youtube_video 0AGraLyryNI · row 0AGraLyryNI

LAION-DISCO-12M

Blue Coffee

Listed as Khaled Bougatfa – Blue Coffee (Coffee Shop Music) · Watch on YouTube

youtube_video 0wUGv5Nfay4 · row 0wUGv5Nfay4

LAION-DISCO-12M

Trap Instrumental 16

Listed as Khaled Bougatfa – Trap Instrumental 16 (INSTRUMENTAL Sessions) · Watch on YouTube

youtube_video 35y1sMzeSKk · row 35y1sMzeSKk

LAION-DISCO-12M

La Mezcla

Listed as Khaled Bougatfa – La Mezcla (La Mezcla) · Watch on YouTube

youtube_video 4--9L20xBrk · row 4--9L20xBrk

LAION-DISCO-12M

Angelic

Listed as Khaled Bougatfa – Angelic (Do It EP) · Watch on YouTube

youtube_video 4izIxrxG8WA · row 4izIxrxG8WA

LAION-DISCO-12M

Trap Instrumental 15

Listed as Khaled Bougatfa – Trap Instrumental 15 (INSTRUMENTAL Sessions) · Watch on YouTube

youtube_video 76x8JpUHo3o · row 76x8JpUHo3o

LAION-DISCO-12M

Hustler

Listed as Khaled Bougatfa – Hustler (The Beat Box) · Watch on YouTube

youtube_video 8jOsScZ70zA · row 8jOsScZ70zA

LAION-DISCO-12M

Gangster (Instrumental)

Listed as Khaled Bougatfa – Gangster (Instrumental) (Big Sound (Instrumental)) · Watch on YouTube

youtube_video 9gYWHuVzbfs · row 9gYWHuVzbfs

LAION-DISCO-12M

Positive

Listed as Khaled Bougatfa – Positive (Instrumental Hip Hop Beats) · Watch on YouTube

youtube_video AE9tV4FI588 · row AE9tV4FI588

LAION-DISCO-12M

Zaza (Instrumental)

Listed as Khaled Bougatfa – Zaza (Instrumental) (Tunisia Sounds (Instrumental)) · Watch on YouTube

youtube_video BZh4jxyLyco · row BZh4jxyLyco

LAION-DISCO-12M

Dragon

Listed as Khaled Bougatfa – Dragon (Technozilla) · Watch on YouTube

youtube_video FGFU3hQopZk · row FGFU3hQopZk

LAION-DISCO-12M

Ahna win

Listed as Khaled Bougatfa – Ahna win (Ahna win) · Watch on YouTube

youtube_video GqpR_OGjfC4 · row GqpR_OGjfC4

LAION-DISCO-12M

Spanish Coffee

Listed as Khaled Bougatfa – Spanish Coffee (Coffee Shop Music) · Watch on YouTube

youtube_video IBVVBiqrAvQ · row IBVVBiqrAvQ

LAION-DISCO-12M

Goumari

Listed as Khaled Bougatfa – Goumari (Goumari) · Watch on YouTube

youtube_video IlmMsEGL0iE · row IlmMsEGL0iE

LAION-DISCO-12M

Trap Instrumental 19

Listed as Khaled Bougatfa – Trap Instrumental 19 (INSTRUMENTAL Sessions) · Watch on YouTube

youtube_video J5FZvrK1jEI · row J5FZvrK1jEI

LAION-DISCO-12M

Algeria

Listed as Khaled Bougatfa – Algeria (Type Beat 2022) · Watch on YouTube

youtube_video Jb5Z9qE4AE8 · row Jb5Z9qE4AE8

LAION-DISCO-12M

Intro

Listed as Khaled Bougatfa – Intro (Technozilla) · Watch on YouTube

youtube_video JgfkyQz5Kzk · row JgfkyQz5Kzk

LAION-DISCO-12M

Nostalgico

Listed as Khaled Bougatfa – Nostalgico (Nostalgico) · Watch on YouTube

youtube_video K4rlkKl91dk · row K4rlkKl91dk

LAION-DISCO-12M

beautiful

Listed as Khaled Bougatfa – beautiful (Simple) · Watch on YouTube

youtube_video LY7uXHWmc-o · row LY7uXHWmc-o

LAION-DISCO-12M

Apparemment

Listed as Khaled Bougatfa – Apparemment (Apparemment) · Watch on YouTube

youtube_video LbZHqq-a0T4 · row LbZHqq-a0T4

LAION-DISCO-12M

Trap Instrumental 11

Listed as Khaled Bougatfa – Trap Instrumental 11 (INSTRUMENTAL Sessions) · Watch on YouTube

youtube_video LhAvnXu6bDk · row LhAvnXu6bDk

LAION-DISCO-12M

Visa (feat. Kawa92)

Listed as Khaled Bougatfa – Visa (feat. Kawa92) (Visa) · Watch on YouTube

youtube_video MX-W7yu5EDg · row MX-W7yu5EDg

LAION-DISCO-12M

Young Champion

Listed as Khaled Bougatfa – Young Champion (The Beat Box) · Watch on YouTube

youtube_video MYTLsiZCaPg · row MYTLsiZCaPg

LAION-DISCO-12M

Rainb Instrumental 04

Listed as Khaled Bougatfa – Rainb Instrumental 04 (INSTRUMENTAL Sessions) · Watch on YouTube

youtube_video Pg-IPFir3CY · row Pg-IPFir3CY

LAION-DISCO-12M

Tounsi Wou Ma3lebelich Feat. MC Blidog (feat. MC Blidog)

Listed as Khaled Bougatfa – Tounsi Wou Ma3lebelich Feat. MC Blidog (feat. MC Blidog) (Tounsi Wou Ma3lebelish) · Watch on YouTube

youtube_video SEpf8kCT1OQ · row SEpf8kCT1OQ

LAION-DISCO-12M

Trap Instrumental 10

Listed as Khaled Bougatfa – Trap Instrumental 10 (INSTRUMENTAL Sessions) · Watch on YouTube

youtube_video VeoaCjgNaAM · row VeoaCjgNaAM

LAION-DISCO-12M

Rainb Instrumental 03

Listed as Khaled Bougatfa – Rainb Instrumental 03 (INSTRUMENTAL Sessions) · Watch on YouTube

youtube_video X8MyaEad9I4 · row X8MyaEad9I4

LAION-DISCO-12M

Amnesia

Listed as Khaled Bougatfa – Amnesia (Red Room) · Watch on YouTube

youtube_video bxbMhmQydtk · row bxbMhmQydtk

LAION-DISCO-12M

Close To You

Listed as Khaled Bougatfa – Close To You (Deep Blue Eyes 2nd Anniversary) · Watch on YouTube

youtube_video dVeGeUTNnng · row dVeGeUTNnng

LAION-DISCO-12M

Dark Sky

Listed as Khaled Bougatfa – Dark Sky (Instrumental Hip Hop Beats) · Watch on YouTube

youtube_video e5bi_t-oRMI · row e5bi_t-oRMI

LAION-DISCO-12M

Sad Story

Listed as Khaled Bougatfa – Sad Story (The Beat Box) · Watch on YouTube

youtube_video fXH68NI8N8Q · row fXH68NI8N8Q

LAION-DISCO-12M

Merci Ya Layem

Listed as Khaled Bougatfa – Merci Ya Layem (Merci Ya Layem) · Watch on YouTube

youtube_video g5bHpRoeawI · row g5bHpRoeawI

LAION-DISCO-12M

Yummy

Listed as Khaled Bougatfa – Yummy (Simple) · Watch on YouTube

youtube_video gTrxU5Yil1c · row gTrxU5Yil1c

LAION-DISCO-12M

Do It

Listed as Khaled Bougatfa – Do It (Do It EP) · Watch on YouTube

youtube_video g_H4xwEtEjk · row g_H4xwEtEjk

LAION-DISCO-12M

Afro Instrumental 04

Listed as Khaled Bougatfa – Afro Instrumental 04 (INSTRUMENTAL Sessions) · Watch on YouTube

youtube_video gmWvKWW8_J0 · row gmWvKWW8_J0

LAION-DISCO-12M

Focus

Listed as Khaled Bougatfa – Focus (Simple) · Watch on YouTube

youtube_video h4zy4Qc9F30 · row h4zy4Qc9F30

LAION-DISCO-12M

Trap Instrumental 23

Listed as Khaled Bougatfa – Trap Instrumental 23 (INSTRUMENTAL Sessions) · Watch on YouTube

youtube_video mljTlwMDl54 · row mljTlwMDl54

LAION-DISCO-12M

Hasta la vista

Listed as Khaled Bougatfa – Hasta la vista (Type Beat 2022) · Watch on YouTube

youtube_video muOMPAjApFQ · row muOMPAjApFQ

LAION-DISCO-12M

Heya (Instrumental)

Listed as Khaled Bougatfa – Heya (Instrumental) (Tunisia Sounds (Instrumental)) · Watch on YouTube

youtube_video n5k6zx5i4WI · row n5k6zx5i4WI

LAION-DISCO-12M

Rooftop

Listed as Khaled Bougatfa – Rooftop (Type Beat 2022) · Watch on YouTube

youtube_video oG63bUm2RWQ · row oG63bUm2RWQ

LAION-DISCO-12M

Arabize

Listed as Khaled Bougatfa – Arabize (Arabize) · Watch on YouTube

youtube_video o__2ZYk6bB8 · row o__2ZYk6bB8

LAION-DISCO-12M

Rainb Instrumental 02

Listed as Khaled Bougatfa – Rainb Instrumental 02 (INSTRUMENTAL Sessions) · Watch on YouTube

youtube_video rQ55q4Gt4Q4 · row rQ55q4Gt4Q4

LAION-DISCO-12M

Trap Instrumental 08

Listed as Khaled Bougatfa – Trap Instrumental 08 (INSTRUMENTAL Sessions) · Watch on YouTube

youtube_video rwastosRCoI · row rwastosRCoI

LAION-DISCO-12M

Motto (Instrumental)

Listed as Khaled Bougatfa – Motto (Instrumental) (Big Sound (Instrumental)) · Watch on YouTube

youtube_video ry_VU8gnt_o · row ry_VU8gnt_o

LAION-DISCO-12M

Challenge

Listed as Khaled Bougatfa – Challenge (Simple) · Watch on YouTube

youtube_video u6I3ZyOFl5A · row u6I3ZyOFl5A

LAION-DISCO-12M

After Coffee

Listed as Khaled Bougatfa – After Coffee (Coffee Shop Music) · Watch on YouTube

youtube_video v2CDfY2Ae2U · row v2CDfY2Ae2U

LAION-DISCO-12M

Afro Instrumental 02

Listed as Khaled Bougatfa – Afro Instrumental 02 (INSTRUMENTAL Sessions) · Watch on YouTube

youtube_video x_RxRFl9ep4 · row x_RxRFl9ep4

LAION-DISCO-12M

I am in America

Listed as Khaled Bougatfa – I am in America (I am in America) · Watch on YouTube

youtube_video xobpaxkc82k · row xobpaxkc82k

LAION-DISCO-12M

Tounsi Wou Ma3lebelich Feat. MC Blidog (feat. MC Blidog)

Listed as Khaled Bougatfa – Tounsi Wou Ma3lebelich Feat. MC Blidog (feat. MC Blidog) (Tounsi Wou Ma3lebelish) · Watch on YouTube

youtube_video yAlhLbPuXdE · row yAlhLbPuXdE

LAION-DISCO-12M

Red Velvet

Listed as Khaled Bougatfa – Red Velvet (Technozilla) · Watch on YouTube

youtube_video z-4ea-DfwSc · row z-4ea-DfwSc

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.