Yes. Busy Signal has 214 songs listed in a dataset used to train AI music models.

Used for training 214

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 Wah Gwaan Mad Head, Bad Man Flex (Remix), Shake It Fast

Listed under the artist name 214 songs in LAION-DISCO-12M

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

Wah Gwaan Mad Head

Listed as Busy Signal, Crawba Genius, DJ Tropical – Wah Gwaan Mad Head (Wah Gwaan Mad Head) · Watch on YouTube

youtube_video 2Dds9Hfb03c · row 2Dds9Hfb03c

LAION-DISCO-12M

Bad Man Flex (Remix)

Listed as Busy Signal, Supa Hype, Yungg Trip – Bad Man Flex (Remix) (Bad Man Flex (Remix)) · Watch on YouTube

youtube_video 7m_pVWDBdZk · row 7m_pVWDBdZk

LAION-DISCO-12M

Shake It Fast

Listed as Kenny, Busy Signal – Shake It Fast (Biggest Ragga Dancehall Anthems 2004) · Watch on YouTube

youtube_video A92KK1TqDjM · row A92KK1TqDjM

LAION-DISCO-12M

Nah Lef

Listed as Llamar "Riff Raff" Brown, Busy Signal – Nah Lef (Nah Lef) · Watch on YouTube

youtube_video Dm-WEESAZKY · row Dm-WEESAZKY

LAION-DISCO-12M

Party Nice

Listed as Crawba Genius, MEL GRANDA, Busy Signal, Maycol Riddim – Party Nice (Rediscovered) · Watch on YouTube

youtube_video UI_vcZ7ov3M · row UI_vcZ7ov3M

LAION-DISCO-12M

Nuh Like Dem

Listed as Bulby York, Busy Signal – Nuh Like Dem (Padang Padang Riddim) · Watch on YouTube

youtube_video UZQ4S_euUf0 · row UZQ4S_euUf0

LAION-DISCO-12M

Pon Me Girl

Listed as Busy Signal, Crawba Genius – Pon Me Girl (Pon Me Girl) · Watch on YouTube

youtube_video ZwrlfZ4z5q0 · row ZwrlfZ4z5q0

LAION-DISCO-12M

Jah Always There for Me

Listed as Busy Signal, Kananga, Crawba Genius – Jah Always There for Me (Jah Always There for Me) · Watch on YouTube

youtube_video bIUoZTBQYbM · row bIUoZTBQYbM

LAION-DISCO-12M

Go Shot

Listed as Busy Signal, Crawba Genius, DJ Tropical – Go Shot (Go Shot) · Watch on YouTube

youtube_video dggoQZTnoq4 · row dggoQZTnoq4

LAION-DISCO-12M

Bubble Up

Listed as ZJ Chrome, Busy Signal – Bubble Up (Zj Chrome Presents Music Without Rules) · Watch on YouTube

youtube_video fp_pclLF9hw · row fp_pclLF9hw

LAION-DISCO-12M

Hot (Bam Bam)

Listed as Busy Signal, Walshy Fire, DJ Septik – Hot (Bam Bam) (Hot (Bam Bam)) · Watch on YouTube

youtube_video oYiYTOUPckA · row oYiYTOUPckA

LAION-DISCO-12M

Fight and win

Listed as Lion D, Busy Signal, Bizzarri – Fight and win (Fight and win) · Watch on YouTube

youtube_video rkYRirD--ys · row rkYRirD--ys

LAION-DISCO-12M

Is It You (Walshy Fire & Kong Remix)

Listed as DJ GQ, Casely, Busy Signal, Walshy Fire – Is It You (Walshy Fire & Kong Remix) (Is It You?) · Watch on YouTube

youtube_video uPQmmzuNh48 · row uPQmmzuNh48

LAION-DISCO-12M

Is it You

Listed as DJ GQ, Casely, Busy Signal – Is it You (Is It You?) · Watch on YouTube

youtube_video vBHPZO4kI5A · row vBHPZO4kI5A

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.