Yes. Swat has 30 songs listed in a dataset used to train AI music models.

Used for training 30

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 Mapema (Dubb) (feat. Rekless & Harry Craze), Gari Kubwa (Instrumental), Mapema (feat. Rekless & Harry Craze)

Listed under the artist name 30 songs in LAION-DISCO-12M

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

Mapema (Dubb) (feat. Rekless & Harry Craze)

Listed as Swat Matire – Mapema (Dubb) (feat. Rekless & Harry Craze) (Mapema) · Watch on YouTube

youtube_video 0YkhbXQn8Qg · row 0YkhbXQn8Qg

LAION-DISCO-12M

Gari Kubwa (Instrumental)

Listed as Swat – Gari Kubwa (Instrumental) (Gari Kubwa (Instrumental)) · Watch on YouTube

youtube_video 8593t2-r1II · row 8593t2-r1II

LAION-DISCO-12M

Mapema (feat. Rekless & Harry Craze)

Listed as Swat Matire – Mapema (feat. Rekless & Harry Craze) (Mapema) · Watch on YouTube

youtube_video 8Gck7m0sft8 · row 8Gck7m0sft8

LAION-DISCO-12M

Mratish (Acapella)

Listed as Swat Matire – Mratish (Acapella) (Mratish) · Watch on YouTube

youtube_video 9LmYml8EwqM · row 9LmYml8EwqM

LAION-DISCO-12M

Utabaki (feat. Nastie Nastie)

Listed as Swat – Utabaki (feat. Nastie Nastie) (Utabaki) · Watch on YouTube

youtube_video CjKsyNpHqpY · row CjKsyNpHqpY

LAION-DISCO-12M

Listed as Fathermoh, Swat Matire, Harry Craze – Share (Share) · Watch on YouTube

youtube_video FIlubeCq600 · row FIlubeCq600

LAION-DISCO-12M

Ex (feat. Shekina Karen)

Listed as Swat Matire – Ex (feat. Shekina Karen) (Ex) · Watch on YouTube

youtube_video HIUD5TDe_jg · row HIUD5TDe_jg

LAION-DISCO-12M

Mratish

Listed as Swat Matire – Mratish (Mratish) · Watch on YouTube

youtube_video JVSD_9ZWAYw · row JVSD_9ZWAYw

LAION-DISCO-12M

Sleepover (feat. Shekina Karen)

Listed as Swat Matire – Sleepover (feat. Shekina Karen) (Silalishi) · Watch on YouTube

youtube_video MkTbyasUmRw · row MkTbyasUmRw

LAION-DISCO-12M

Konyolo

Listed as Swat Matire – Konyolo (Konyolo) · Watch on YouTube

youtube_video OUIMf3__Xf0 · row OUIMf3__Xf0

LAION-DISCO-12M

Zogo (Instrumental)

Listed as Swat Matire, Dullah – Zogo (Instrumental) (Zogo) · Watch on YouTube

youtube_video OhAUCzkp7X4 · row OhAUCzkp7X4

LAION-DISCO-12M

Whine (Take It Down) (Instrumental) (feat. Band Beca)

Listed as Swat Matire – Whine (Take It Down) (Instrumental) (feat. Band Beca) (Whine (Take It Down) (Acapella)) · Watch on YouTube

youtube_video PTn45MdqMUY · row PTn45MdqMUY

LAION-DISCO-12M

Mratish (Dubb)

Listed as Swat Matire – Mratish (Dubb) (Mratish) · Watch on YouTube

youtube_video RIoDh0VqL1I · row RIoDh0VqL1I

LAION-DISCO-12M

Whine (Take It Down) (Acapella) (feat. Band Beca)

Listed as Swat Matire – Whine (Take It Down) (Acapella) (feat. Band Beca) (Whine (Take It Down) (Acapella)) · Watch on YouTube

youtube_video TFEBZ1lVpDk · row TFEBZ1lVpDk

LAION-DISCO-12M

Mapema (Acapella) (feat. Rekless & Harry Craze)

Listed as Swat Matire – Mapema (Acapella) (feat. Rekless & Harry Craze) (Mapema) · Watch on YouTube

youtube_video Tb0lcPCfNk4 · row Tb0lcPCfNk4

LAION-DISCO-12M

Whine (Take It Down) (feat. Band Beca)

Listed as Swat Matire – Whine (Take It Down) (feat. Band Beca) (Whine (Take It Down)) · Watch on YouTube

youtube_video UBkE2aa_nOc · row UBkE2aa_nOc

LAION-DISCO-12M

Matire

Listed as Swat Matire – Matire (Matire) · Watch on YouTube

youtube_video WatrBwSucgA · row WatrBwSucgA

LAION-DISCO-12M

Finyo (feat. Wakali Wao)

Listed as Swat Matire – Finyo (feat. Wakali Wao) (Silalishi) · Watch on YouTube

youtube_video WobaFGO4YUc · row WobaFGO4YUc

LAION-DISCO-12M

Bleki (feat. Rekles)

Listed as Swat Matire – Bleki (feat. Rekles) (Silalishi) · Watch on YouTube

youtube_video XKyU7cjNpGk · row XKyU7cjNpGk

LAION-DISCO-12M

Katanuka (feat. Squidkeed & Ocham)

Listed as Swat Matire – Katanuka (feat. Squidkeed & Ocham) (Katanuka) · Watch on YouTube

youtube_video a9UUM4xXdTg · row a9UUM4xXdTg

LAION-DISCO-12M

Silalishi

Listed as Swat Matire – Silalishi (Silalishi) · Watch on YouTube

youtube_video fbJrrtMWQ4c · row fbJrrtMWQ4c

LAION-DISCO-12M

Roria

Listed as Team Veterans, Swat Matire – Roria (Roria) · Watch on YouTube

youtube_video g2ueCiRYHLU · row g2ueCiRYHLU

LAION-DISCO-12M

MaGallis (feat. Iano Ranking)

Listed as Swat Matire – MaGallis (feat. Iano Ranking) (MaGallis) · Watch on YouTube

youtube_video ihQ-0rjr4v0 · row ihQ-0rjr4v0

LAION-DISCO-12M

Love (feat. Bahati)

Listed as Swat Matire – Love (feat. Bahati) (Love) · Watch on YouTube

youtube_video imGH2mRLIWY · row imGH2mRLIWY

LAION-DISCO-12M

Drip

Listed as Swat Matire – Drip (Silalishi) · Watch on YouTube

youtube_video m4wFSVV0a-M · row m4wFSVV0a-M

LAION-DISCO-12M

Zogo (Acapella)

Listed as Swat Matire, Dullah – Zogo (Acapella) (Zogo) · Watch on YouTube

youtube_video oLetY3rkMnw · row oLetY3rkMnw

LAION-DISCO-12M

Hustling

Listed as Swat Matire – Hustling (Silalishi) · Watch on YouTube

youtube_video r6xP4KT9aO8 · row r6xP4KT9aO8

LAION-DISCO-12M

Gari Kubwa

Listed as Swat – Gari Kubwa (Gari Kubwa) · Watch on YouTube

youtube_video wR5qhZHXs7s · row wR5qhZHXs7s

LAION-DISCO-12M

Maziwa

Listed as Swat Matire – Maziwa (Silalishi) · Watch on YouTube

youtube_video wc2rxKc3kds · row wc2rxKc3kds

LAION-DISCO-12M

Zogo

Listed as Swat Matire, Dullah – Zogo (Zogo) · Watch on YouTube

youtube_video y-3hbT8n454 · row y-3hbT8n454

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.