Yes. Swagg B 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 See You in My Dreams (Instrumental), How Ya Feel (Instrumental), Booming Ova Here (Instrumental)

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.

See You in My Dreams (Instrumental)

Listed as Swagg B – See You in My Dreams (Instrumental) (Swagg B Beatz, Vol. 3) · Watch on YouTube

youtube_video 1NVVjH_s9Ls · row 1NVVjH_s9Ls

LAION-DISCO-12M

How Ya Feel (Instrumental)

Listed as Swagg B – How Ya Feel (Instrumental) (Swagg B Beatz Vol. 13) · Watch on YouTube

youtube_video 2iw4jjZQy1E · row 2iw4jjZQy1E

LAION-DISCO-12M

Booming Ova Here (Instrumental)

Listed as Swagg B – Booming Ova Here (Instrumental) (Swagg B Beatz, Vol. 5) · Watch on YouTube

youtube_video 6AqxBS1ocf0 · row 6AqxBS1ocf0

LAION-DISCO-12M

Late Night (Instrumental)

Listed as Swagg B – Late Night (Instrumental) (Swagg B Beatz Vol. 10 (Part 1)) · Watch on YouTube

youtube_video 84LQbf_aRqQ · row 84LQbf_aRqQ

LAION-DISCO-12M

Come and Go (Instrumental)

Listed as Swagg B – Come and Go (Instrumental) (Swagg B Beatz, Vol. 3) · Watch on YouTube

youtube_video 8bZkAi6RnOw · row 8bZkAi6RnOw

LAION-DISCO-12M

Broke Boy (Instrumental)

Listed as Swagg B – Broke Boy (Instrumental) (Swagg B Beatz Vol. 11) · Watch on YouTube

youtube_video 9PAwSXERu1g · row 9PAwSXERu1g

LAION-DISCO-12M

Smoke and Mirrors (Slowed)

Listed as SWAGG B – Smoke and Mirrors (Slowed) (Trap Legend Records Slowed Tape, Vol. 1) · Watch on YouTube

youtube_video 9c_NRTPyhnM · row 9c_NRTPyhnM

LAION-DISCO-12M

So High (Instrumental)

Listed as Swagg B – So High (Instrumental) (Swagg B Beatz Vol. 1) · Watch on YouTube

youtube_video BevylG15UbY · row BevylG15UbY

LAION-DISCO-12M

Wanna Make Love (Instrumental)

Listed as Swagg B – Wanna Make Love (Instrumental) (Swagg B Beatz, Vol. 2) · Watch on YouTube

youtube_video CaHD5vrk-hU · row CaHD5vrk-hU

LAION-DISCO-12M

Different (Instrumental)

Listed as Swagg B & YS – Different (Instrumental) (Swagg B Beatz Vol. 10 (Part 1)) · Watch on YouTube

youtube_video ChSU29FQOkQ · row ChSU29FQOkQ

LAION-DISCO-12M

Its a Drill (Instrumental)

Listed as Swagg B – Its a Drill (Instrumental) (Swagg B Beatz Vol. 1) · Watch on YouTube

youtube_video Cvl7T_YoEQ4 · row Cvl7T_YoEQ4

LAION-DISCO-12M

Fade It (Instrumental)

Listed as Swagg B – Fade It (Instrumental) (Swagg B Beatz, Vol. 2) · Watch on YouTube

youtube_video ECISXA4kONU · row ECISXA4kONU

LAION-DISCO-12M

No Witness (Instrumental)

Listed as Swagg B – No Witness (Instrumental) (Swagg B Beatz Vol. 10 (Part 2)) · Watch on YouTube

youtube_video HLRks3_YM5Y · row HLRks3_YM5Y

LAION-DISCO-12M

Bloodline (Instrumental)

Listed as Swagg B & Majik Matt – Bloodline (Instrumental) (Swagg B Beatz Vol. 10 (Part 1)) · Watch on YouTube

youtube_video H_jeK402eNU · row H_jeK402eNU

LAION-DISCO-12M

4 da Hood (Instrumental)

Listed as Swagg B – 4 da Hood (Instrumental) (Swagg B Beatz, Vol. 9) · Watch on YouTube

youtube_video HoeD6dsERW8 · row HoeD6dsERW8

LAION-DISCO-12M

When I'm Gone (Instrumental)

Listed as Swagg B – When I'm Gone (Instrumental) (Swagg B Beatz, Vol. 2) · Watch on YouTube

youtube_video Jb0CBX5kDbo · row Jb0CBX5kDbo

LAION-DISCO-12M

Don't Wanna Say No (Instrumental)

Listed as Swagg B – Don't Wanna Say No (Instrumental) (Swagg B Beatz Vol. 1) · Watch on YouTube

youtube_video K-ExzBT3vR8 · row K-ExzBT3vR8

LAION-DISCO-12M

Born Sinner (Instrumental)

Listed as Swagg B – Born Sinner (Instrumental) (Swagg B Beatz Vol. 10 (Part 1)) · Watch on YouTube

youtube_video NOG4AcmW5bs · row NOG4AcmW5bs

LAION-DISCO-12M

For the Streets

Listed as Swagg B – For the Streets (For the Streets) · Watch on YouTube

youtube_video Ns82Nu9jYdY · row Ns82Nu9jYdY

LAION-DISCO-12M

So Deep (Instrumental)

Listed as Swagg B – So Deep (Instrumental) (Swagg B Beatz, Vol. 4) · Watch on YouTube

youtube_video PbX6alISPu8 · row PbX6alISPu8

LAION-DISCO-12M

Ashes to Ashes (Instrumental)

Listed as Swagg B – Ashes to Ashes (Instrumental) (Swagg B Beatz, Vol. 4) · Watch on YouTube

youtube_video Phfczsh1xKk · row Phfczsh1xKk

LAION-DISCO-12M

Rolling (Instrumental)

Listed as Swagg B – Rolling (Instrumental) (Swagg B Beatz, Vol. 6) · Watch on YouTube

youtube_video Pu06ligIwIA · row Pu06ligIwIA

LAION-DISCO-12M

From the Land (Instrumental)

Listed as Swagg B – From the Land (Instrumental) (Swagg B Beatz, Vol. 6) · Watch on YouTube

youtube_video QaLiXHrj8M8 · row QaLiXHrj8M8

LAION-DISCO-12M

In the Kitchen (Instrumental)

Listed as Swagg B – In the Kitchen (Instrumental) (Swagg B Beatz Vol. 11) · Watch on YouTube

youtube_video SNPRhUslK7A · row SNPRhUslK7A

LAION-DISCO-12M

Back at It (Instrumental)

Listed as Swagg B – Back at It (Instrumental) (Swagg B Beatz, Vol. 3) · Watch on YouTube

youtube_video SkW64x-Bvss · row SkW64x-Bvss

LAION-DISCO-12M

Mine

Listed as Swagg B – Mine (Mine) · Watch on YouTube

youtube_video SsZxvAhIPs8 · row SsZxvAhIPs8

LAION-DISCO-12M

Lost Ones (Instrumental)

Listed as Swagg B – Lost Ones (Instrumental) (Swagg B Beatz, Vol. 3) · Watch on YouTube

youtube_video T9Are-JJEKo · row T9Are-JJEKo

LAION-DISCO-12M

I Remember (Instrumental)

Listed as Swagg B – I Remember (Instrumental) (Swagg B Beatz, Vol. 2) · Watch on YouTube

youtube_video TRELl5qe3qw · row TRELl5qe3qw

LAION-DISCO-12M

Rebels (Instrumental)

Listed as Swagg B – Rebels (Instrumental) (Swagg B Beatz Vol. 1) · Watch on YouTube

youtube_video TXYFWoU3sqM · row TXYFWoU3sqM

LAION-DISCO-12M

Up All Night (Instrumental)

Listed as Swagg B – Up All Night (Instrumental) (Swagg B Beatz, Vol. 4) · Watch on YouTube

youtube_video Ur6QoYtBA28 · row Ur6QoYtBA28

LAION-DISCO-12M

When Its All Ova (Instrumental)

Listed as Swagg B – When Its All Ova (Instrumental) (Swagg B Beatz, Vol. 4) · Watch on YouTube

youtube_video W4_yNU2OMjA · row W4_yNU2OMjA

LAION-DISCO-12M

Count Up (Instrumental)

Listed as Swagg B – Count Up (Instrumental) (Swagg B Beatz, Vol. 2) · Watch on YouTube

youtube_video WtC8O-dZck0 · row WtC8O-dZck0

LAION-DISCO-12M

Run It Up (Instrumental)

Listed as Swagg B – Run It Up (Instrumental) (Swagg B Beatz, Vol. 2) · Watch on YouTube

youtube_video Xti7ch_aTWw · row Xti7ch_aTWw

LAION-DISCO-12M

Tales from the Hood (Instrumental)

Listed as Swagg B – Tales from the Hood (Instrumental) (Swagg B Beatz Vol. 11) · Watch on YouTube

youtube_video ZT_OUd_zNLI · row ZT_OUd_zNLI

LAION-DISCO-12M

Winter Nights (Instrumental)

Listed as Swagg B – Winter Nights (Instrumental) (Swagg B Beatz, Vol. 5) · Watch on YouTube

youtube_video _64b8F9PFlg · row _64b8F9PFlg

LAION-DISCO-12M

Fighting Demons (Instrumental)

Listed as Swagg B – Fighting Demons (Instrumental) (Swagg B Beatz Vol. 11) · Watch on YouTube

youtube_video aJboL_DgrX0 · row aJboL_DgrX0

LAION-DISCO-12M

On My Own (Instrumental)

Listed as Swagg B – On My Own (Instrumental) (Swagg B Beatz, Vol. 5) · Watch on YouTube

youtube_video aX196HPcfhI · row aX196HPcfhI

LAION-DISCO-12M

Out Here (Instrumental)

Listed as Swagg B – Out Here (Instrumental) (Swagg B Beatz Vol. 10 (Part 1)) · Watch on YouTube

youtube_video b5HeJhEEtJ0 · row b5HeJhEEtJ0

LAION-DISCO-12M

Paper Chase (Instrumental)

Listed as Swagg B – Paper Chase (Instrumental) (Swagg B Beatz Vol. 7) · Watch on YouTube

youtube_video cZ3W3MhixXI · row cZ3W3MhixXI

LAION-DISCO-12M

Ain't Gone Play Withcha (Instrumental)

Listed as Swagg B – Ain't Gone Play Withcha (Instrumental) (Swagg B Beatz, Vol. 4) · Watch on YouTube

youtube_video ex7EsN8D5Cg · row ex7EsN8D5Cg

LAION-DISCO-12M

Tru 2 da Game (Instrumental)

Listed as Swagg B – Tru 2 da Game (Instrumental) (Swagg B Beatz, Vol. 9) · Watch on YouTube

youtube_video gboRzG7THbw · row gboRzG7THbw

LAION-DISCO-12M

Loud (Instrumental)

Listed as Swagg B – Loud (Instrumental) (Swagg B Beatz Vol. 1) · Watch on YouTube

youtube_video glJE0J5ZinY · row glJE0J5ZinY

LAION-DISCO-12M

Trap (Instrumental)

Listed as Swagg B – Trap (Instrumental) (Swagg B Beatz, Vol. 9) · Watch on YouTube

youtube_video hOaafTSnS2U · row hOaafTSnS2U

LAION-DISCO-12M

Gangsta Party (Instrumental)

Listed as Swagg B – Gangsta Party (Instrumental) (Swagg B Beatz, Vol. 2) · Watch on YouTube

youtube_video hrwOnW53OFk · row hrwOnW53OFk

LAION-DISCO-12M

Like a Hoe (Instrumental)

Listed as Swagg B – Like a Hoe (Instrumental) (Swagg B Beatz, Vol. 9) · Watch on YouTube

youtube_video kXIww3rb-cU · row kXIww3rb-cU

LAION-DISCO-12M

Somebody Love You (Instrumental)

Listed as Swagg B – Somebody Love You (Instrumental) (Swagg B Beatz, Vol. 2) · Watch on YouTube

youtube_video lHK0mK49gMo · row lHK0mK49gMo

LAION-DISCO-12M

Dopeman (Instrumental)

Listed as Swagg B – Dopeman (Instrumental) (Swagg B Beatz, Vol. 9) · Watch on YouTube

youtube_video lR6sYGjjSMc · row lR6sYGjjSMc

LAION-DISCO-12M

Worst Way

Listed as SWAGG B – Worst Way (Worst Way) · Watch on YouTube

youtube_video sSQuoLLWuwI · row sSQuoLLWuwI

LAION-DISCO-12M

Beating Down da Block (Instrumental)

Listed as Swagg B – Beating Down da Block (Instrumental) (Swagg B Beatz Vol. 13) · Watch on YouTube

youtube_video ugexVHdTuYg · row ugexVHdTuYg

LAION-DISCO-12M

Around Here (Instrumental)

Listed as Swagg B – Around Here (Instrumental) (Swagg B Beatz, Vol. 4) · Watch on YouTube

youtube_video w9qUBGDbGeM · row w9qUBGDbGeM

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.