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 It's Nothing (Instrumental), 4 My Niggaz (Instrumental), Hate Me Now (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.

It's Nothing (Instrumental)

Listed as Swagg B – It's Nothing (Instrumental) (Swagg B Beatz Vol. 1) · Watch on YouTube

youtube_video --1-AR0iqng · row --1-AR0iqng

LAION-DISCO-12M

4 My Niggaz (Instrumental)

Listed as Swagg B – 4 My Niggaz (Instrumental) (Swagg B Beatz, Vol. 3) · Watch on YouTube

youtube_video -elcvmJuJTQ · row -elcvmJuJTQ

LAION-DISCO-12M

Hate Me Now (Instrumental)

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

youtube_video -k3JuNm-dF0 · row -k3JuNm-dF0

LAION-DISCO-12M

I'm Leaning (Instrumental)

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

youtube_video 0IdTCY1Wv_M · row 0IdTCY1Wv_M

LAION-DISCO-12M

Got the Game on Lock (Instrumental)

Listed as Swagg B – Got the Game on Lock (Instrumental) (Swagg B Beatz, Vol. 4) · Watch on YouTube

youtube_video 1Ig3iGWf7mY · row 1Ig3iGWf7mY

LAION-DISCO-12M

Heart and Soul (Instrumental)

Listed as Swagg B – Heart and Soul (Instrumental) (Swagg B Beatz Vol. 11) · Watch on YouTube

youtube_video 1hp2kF0_iUw · row 1hp2kF0_iUw

LAION-DISCO-12M

Time Flys (Instrumental)

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

youtube_video 39tk01bwjaY · row 39tk01bwjaY

LAION-DISCO-12M

Understand (Instrumental)

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

youtube_video 7TbKoIoIdlo · row 7TbKoIoIdlo

LAION-DISCO-12M

Kush Dreams (Instrumental)

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

youtube_video 9qxRjmloA5o · row 9qxRjmloA5o

LAION-DISCO-12M

Flexing Finessing (Instrumental)

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

youtube_video BiZ6BaFPAug · row BiZ6BaFPAug

LAION-DISCO-12M

Move in Silence (Instrumental)

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

youtube_video DIk_vO1bMk8 · row DIk_vO1bMk8

LAION-DISCO-12M

Last Dayz (Instrumental)

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

youtube_video EY5hkfvJ0Pc · row EY5hkfvJ0Pc

LAION-DISCO-12M

So What I Do (Instrumental)

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

youtube_video F0qE2p9OgDM · row F0qE2p9OgDM

LAION-DISCO-12M

Ghetto Gospel (Instrumental)

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

youtube_video Gs7fvSJebnQ · row Gs7fvSJebnQ

LAION-DISCO-12M

Pressure (Instrumental)

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

youtube_video ImYtkoM9be0 · row ImYtkoM9be0

LAION-DISCO-12M

Mary Jane (Instrumental)

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

youtube_video JiRhfGnHLZ4 · row JiRhfGnHLZ4

LAION-DISCO-12M

Covid 19

Listed as Swagg B – Covid 19 (Covid 19) · Watch on YouTube

youtube_video Kst6eaiNXm4 · row Kst6eaiNXm4

LAION-DISCO-12M

All for Me (Instrumental)

Listed as Swagg B & Richymoe – All for Me (Instrumental) (Swagg B Beatz Vol. 10 (Part 1)) · Watch on YouTube

youtube_video LL5F4Rqtshw · row LL5F4Rqtshw

LAION-DISCO-12M

Sacrifices (Instrumental)

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

youtube_video L_3yc0QoEzg · row L_3yc0QoEzg

LAION-DISCO-12M

Drumline (Instrumental)

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

youtube_video Lf75hFC5Z0k · row Lf75hFC5Z0k

LAION-DISCO-12M

They Cutthroat (Instrumental)

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

youtube_video NVHr6VOSIXA · row NVHr6VOSIXA

LAION-DISCO-12M

Story of a Fairy Tale (Instrumental)

Listed as Swagg B – Story of a Fairy Tale (Instrumental) (Swagg B Beatz Vol. 1) · Watch on YouTube

youtube_video N_LseOkTB-U · row N_LseOkTB-U

LAION-DISCO-12M

Soul Trappin (Instrumental)

Listed as Swagg B – Soul Trappin (Instrumental) (Swagg B Beatz, Vol. 8) · Watch on YouTube

youtube_video PDnKtNrp40I · row PDnKtNrp40I

LAION-DISCO-12M

Walking Lick (Instrumental)

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

youtube_video PuKwlnTDAD4 · row PuKwlnTDAD4

LAION-DISCO-12M

Blood Money (Instrumental)

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

youtube_video R5Wn8459twE · row R5Wn8459twE

LAION-DISCO-12M

Mpc (Instrumental)

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

youtube_video R_mLiIGcxb0 · row R_mLiIGcxb0

LAION-DISCO-12M

Thought I Told Ya (Instrumental)

Listed as Swagg B – Thought I Told Ya (Instrumental) (Swagg B Beatz, Vol. 8) · Watch on YouTube

youtube_video SIRjXJk17rM · row SIRjXJk17rM

LAION-DISCO-12M

Gotta Move on (Instrumental)

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

youtube_video W9imCRWFUk4 · row W9imCRWFUk4

LAION-DISCO-12M

Fuck Niggas

Listed as Swagg B – Fuck Niggas (Fuck Niggas) · Watch on YouTube

youtube_video WpBSNlOkD40 · row WpBSNlOkD40

LAION-DISCO-12M

Needa Rider (Instrumental)

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

youtube_video Yyii-ME-h_0 · row Yyii-ME-h_0

LAION-DISCO-12M

Beast Mode (Instrumental)

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

youtube_video ZEdzlPSo9rU · row ZEdzlPSo9rU

LAION-DISCO-12M

Better Dayz (Instrumental)

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

youtube_video ZF9KrxF3I6o · row ZF9KrxF3I6o

LAION-DISCO-12M

Crazy (Instrumental)

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

youtube_video _9tB_31oWDY · row _9tB_31oWDY

LAION-DISCO-12M

Tender Love (Instrumental)

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

youtube_video _Ug3l0Z2qAY · row _Ug3l0Z2qAY

LAION-DISCO-12M

High Times (Instrumental)

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

youtube_video c2U1CteKK1I · row c2U1CteKK1I

LAION-DISCO-12M

Can't Save You (Instrumental)

Listed as Swagg B – Can't Save You (Instrumental) (Swagg B Beatz, Vol. 4) · Watch on YouTube

youtube_video dIIJ4bAI6MQ · row dIIJ4bAI6MQ

LAION-DISCO-12M

Calm Before the Storm (Instrumental)

Listed as Swagg B – Calm Before the Storm (Instrumental) (Swagg B Beatz Vol. 7) · Watch on YouTube

youtube_video f6rIrhHHdqc · row f6rIrhHHdqc

LAION-DISCO-12M

Savage (Instrumental)

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

youtube_video fSmPVVe-b4s · row fSmPVVe-b4s

LAION-DISCO-12M

Thinking Bout You (Instrumental)

Listed as Swagg B – Thinking Bout You (Instrumental) (Swagg B Beatz, Vol. 3) · Watch on YouTube

youtube_video gOwSnT2udqs · row gOwSnT2udqs

LAION-DISCO-12M

U Stay on My Mind (Instrumental)

Listed as Swagg B – U Stay on My Mind (Instrumental) (Swagg B Beatz, Vol. 6) · Watch on YouTube

youtube_video hhnrJTYThxA · row hhnrJTYThxA

LAION-DISCO-12M

38 Special (Instrumental)

Listed as Swagg B – 38 Special (Instrumental) (Swagg B Beatz Vol. 1) · Watch on YouTube

youtube_video jRDzofb8vhc · row jRDzofb8vhc

LAION-DISCO-12M

Cleveland (Instrumental)

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

youtube_video jpbJSNd6HVE · row jpbJSNd6HVE

LAION-DISCO-12M

I'm Band up (Instrumental)

Listed as Swagg B – I'm Band up (Instrumental) (Swagg B Beatz Vol. 1) · Watch on YouTube

youtube_video leK7naYNlcI · row leK7naYNlcI

LAION-DISCO-12M

Gotta Club Rockin' (instrumental)

Listed as Swagg B – Gotta Club Rockin' (instrumental) (Swagg B Beatz, Vol. 5) · Watch on YouTube

youtube_video mvjucO5P_2s · row mvjucO5P_2s

LAION-DISCO-12M

On the Grind (Instrumental)

Listed as Swagg B – On the Grind (Instrumental) (Swagg B Beatz, Vol. 2) · Watch on YouTube

youtube_video nK43sF7RBHY · row nK43sF7RBHY

LAION-DISCO-12M

Eternal (Instrumental)

Listed as Swagg B – Eternal (Instrumental) (Swagg B Beatz, Vol. 8) · Watch on YouTube

youtube_video o4HNBNQ_yNk · row o4HNBNQ_yNk

LAION-DISCO-12M

Always Believe (Instrumental)

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

youtube_video p-3pA6MCIlw · row p-3pA6MCIlw

LAION-DISCO-12M

Feel My Pain (Instrumental)

Listed as Swagg B – Feel My Pain (Instrumental) (Swagg B Beatz Vol. 11) · Watch on YouTube

youtube_video scpfqiIWVXw · row scpfqiIWVXw

LAION-DISCO-12M

No Mercy (Instrumental)

Listed as Swagg B – No Mercy (Instrumental) (Swagg B Beatz Vol. 1) · Watch on YouTube

youtube_video tX2pyrTHMvE · row tX2pyrTHMvE

LAION-DISCO-12M

Na3 (Slowed Down)

Listed as SWAGG B – Na3 (Slowed Down) (Na3 (Slowed Down)) · Watch on YouTube

youtube_video zVvdKNGUCak · row zVvdKNGUCak

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.