Yes. Bill $aber has 146 songs listed in a dataset used to train AI music models.

Used for training 146

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 Cinderella Story, Sacifice, A Definition, No Discussion

Listed under the artist name 146 songs in LAION-DISCO-12M

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

Cinderella Story

Listed as Bill $Aber – Cinderella Story (Before Y.O.T.R. Compilation) · Watch on YouTube

youtube_video -MIm-5uJt1k · row -MIm-5uJt1k

LAION-DISCO-12M

Sacifice, A Definition

Listed as Bill $aber – Sacifice, A Definition (Kill Everything 2) · Watch on YouTube

youtube_video 1GKG8RpOFOE · row 1GKG8RpOFOE

LAION-DISCO-12M

No Discussion

Listed as Bill $aber – No Discussion (Rest in Peace, Live in Torment) · Watch on YouTube

youtube_video 1yctO2MSwms · row 1yctO2MSwms

LAION-DISCO-12M

No Time to Play

Listed as Bill $aber – No Time to Play (No Time to Play) · Watch on YouTube

youtube_video 38xsbHSQdwE · row 38xsbHSQdwE

LAION-DISCO-12M

Pushin' buttons

Listed as Bill $Aber – Pushin' buttons (Before Y.O.T.R. Compilation) · Watch on YouTube

youtube_video 3zKnynlvA7s · row 3zKnynlvA7s

LAION-DISCO-12M

They Goin (Aye)

Listed as Bill $aber – They Goin (Aye) (Kill Everything 2) · Watch on YouTube

youtube_video 4LddicnUsB8 · row 4LddicnUsB8

LAION-DISCO-12M

Intro

Listed as Bill $Aber – Intro (Before Y.O.T.R. Compilation) · Watch on YouTube

youtube_video 68ebERkNF6w · row 68ebERkNF6w

LAION-DISCO-12M

Everybody's Favorite

Listed as Bill $Aber – Everybody's Favorite (Before Y.O.T.R. Compilation) · Watch on YouTube

youtube_video 71JGMJwxoCY · row 71JGMJwxoCY

LAION-DISCO-12M

RELAX

Listed as Dauble, Bill $aber – RELAX (RELAX) · Watch on YouTube

youtube_video 8gVObJmn0m0 · row 8gVObJmn0m0

LAION-DISCO-12M

No Hesitation

Listed as Shade Apollo, Bill $aber – No Hesitation (No Hesitation) · Watch on YouTube

youtube_video AD-kI295dVY · row AD-kI295dVY

LAION-DISCO-12M

Okfreestyle

Listed as Bill $aber – Okfreestyle (Okfreestyle) · Watch on YouTube

youtube_video D457TkVlwlU · row D457TkVlwlU

LAION-DISCO-12M

Bounce Widdit

Listed as Bill $aber – Bounce Widdit (Kill Everything 2) · Watch on YouTube

youtube_video G9GKGr6i2IY · row G9GKGr6i2IY

LAION-DISCO-12M

Baby Ima Let You Know

Listed as Bill $aber – Baby Ima Let You Know (Kill Everything) · Watch on YouTube

youtube_video HDPkpdyuWXQ · row HDPkpdyuWXQ

LAION-DISCO-12M

Can't Tame Us

Listed as Bill $Aber – Can't Tame Us (Before Y.O.T.R. Compilation) · Watch on YouTube

youtube_video J6SB-sYkL5c · row J6SB-sYkL5c

LAION-DISCO-12M

With Ease

Listed as Bill $aber – With Ease (Kill Everything) · Watch on YouTube

youtube_video JQHHdyMQ9JU · row JQHHdyMQ9JU

LAION-DISCO-12M

Belief, A Definition

Listed as Bill $aber – Belief, A Definition (Kill Everything 2) · Watch on YouTube

youtube_video Kv-4TFIFy5A · row Kv-4TFIFy5A

LAION-DISCO-12M

Cld Wrld

Listed as Bill $aber – Cld Wrld (Cld Wrld) · Watch on YouTube

youtube_video L02UqYvbEK8 · row L02UqYvbEK8

LAION-DISCO-12M

Berlin Freestyle

Listed as Bill $aber – Berlin Freestyle (Berlin Freestyle) · Watch on YouTube

youtube_video Liqo_w6pYyw · row Liqo_w6pYyw

LAION-DISCO-12M

Bill Saber Bumpin

Listed as Bill $aber – Bill Saber Bumpin (Bill Saber Bumpin) · Watch on YouTube

youtube_video PwWBGuGrSdk · row PwWBGuGrSdk

LAION-DISCO-12M

Throat Chomp

Listed as Yung Zime, Barzly, Bill $Aber – Throat Chomp (Throat Chomp) · Watch on YouTube

youtube_video R2wLNIvABwk · row R2wLNIvABwk

LAION-DISCO-12M

Like It Hurt

Listed as Eddie Fresco, Bill $Aber – Like It Hurt (FURCOATLUCY) · Watch on YouTube

youtube_video RARqilz5DHg · row RARqilz5DHg

LAION-DISCO-12M

Laughin'

Listed as Bill $Aber – Laughin' (Before Y.O.T.R. Compilation) · Watch on YouTube

youtube_video S2xOjqzXCGY · row S2xOjqzXCGY

LAION-DISCO-12M

Nuts, Let Em Dangle

Listed as Bill $Aber – Nuts, Let Em Dangle (Just Doesn't Matter) · Watch on YouTube

youtube_video Sj10eiQPahk · row Sj10eiQPahk

LAION-DISCO-12M

Saber Talk That Shit

Listed as Bill $aber – Saber Talk That Shit (Rest in Peace, Live in Torment) · Watch on YouTube

youtube_video UZBN2GxG5KI · row UZBN2GxG5KI

LAION-DISCO-12M

Real Slow

Listed as Bill $Aber – Real Slow (Before Y.O.T.R. Compilation) · Watch on YouTube

youtube_video VkUqGSSDoY0 · row VkUqGSSDoY0

LAION-DISCO-12M

Fuck 12

Listed as Bill $aber – Fuck 12 (Kill Everything 2) · Watch on YouTube

youtube_video XYmTSv_hkX8 · row XYmTSv_hkX8

LAION-DISCO-12M

HYDRA

Listed as Cameron Azi, Bill $Aber, Beastboybpd – HYDRA (HYDRA) · Watch on YouTube

youtube_video _9Xi3QvYcv4 · row _9Xi3QvYcv4

LAION-DISCO-12M

We Dont Wanna Play

Listed as Bill $aber – We Dont Wanna Play (Rest in Peace, Live in Torment) · Watch on YouTube

youtube_video aeZUbjnjAFo · row aeZUbjnjAFo

LAION-DISCO-12M

Boy Keep Focused

Listed as Bill $Aber – Boy Keep Focused (Before Y.O.T.R. Compilation) · Watch on YouTube

youtube_video eUf10QmJfj4 · row eUf10QmJfj4

LAION-DISCO-12M

Gamble

Listed as Bill $aber – Gamble (Gamble) · Watch on YouTube

youtube_video fMPK3YeZVp8 · row fMPK3YeZVp8

LAION-DISCO-12M

Dollasignfreestyle

Listed as Bill $aber – Dollasignfreestyle (Rest in Peace, Live in Torment) · Watch on YouTube

youtube_video hV-3vjE9LbY · row hV-3vjE9LbY

LAION-DISCO-12M

Anna's Poem

Listed as Bill $aber – Anna's Poem (Kill Everything 2) · Watch on YouTube

youtube_video hfjxQU8Zm0g · row hfjxQU8Zm0g

LAION-DISCO-12M

Burn Em 4 Lyfe

Listed as Bill $aber – Burn Em 4 Lyfe (Goddevil) · Watch on YouTube

youtube_video jXrOqnjKr5Q · row jXrOqnjKr5Q

LAION-DISCO-12M

Lemonade

Listed as Bill $aber – Lemonade (Lemonade) · Watch on YouTube

youtube_video lStkyKAVX6A · row lStkyKAVX6A

LAION-DISCO-12M

Finesse No Stress

Listed as Bill $Aber – Finesse No Stress (Before Y.O.T.R. Compilation) · Watch on YouTube

youtube_video nVytaPrvz-0 · row nVytaPrvz-0

LAION-DISCO-12M

Gettin' colder

Listed as Bill $Aber – Gettin' colder (Before Y.O.T.R. Compilation) · Watch on YouTube

youtube_video nhlbkgF4eh8 · row nhlbkgF4eh8

LAION-DISCO-12M

No Rest No Peace (feat. Sinizter)

Listed as Shade Apollo, Bill $aber – No Rest No Peace (feat. Sinizter) (No Rest No Peace) · Watch on YouTube

youtube_video oZmFMgTkYWg · row oZmFMgTkYWg

LAION-DISCO-12M

No One Showed Us

Listed as Bill $aber – No One Showed Us (No One Showed Us) · Watch on YouTube

youtube_video oj4bq5-0zPc · row oj4bq5-0zPc

LAION-DISCO-12M

50 Shades of Crazy

Listed as Bill $aber – 50 Shades of Crazy (50 Shades of Crazy) · Watch on YouTube

youtube_video opvT1XV3DxM · row opvT1XV3DxM

LAION-DISCO-12M

Roller Coaster

Listed as Bill $Aber – Roller Coaster (Before Y.O.T.R. Compilation) · Watch on YouTube

youtube_video p3v5egz0aBs · row p3v5egz0aBs

LAION-DISCO-12M

SWITCHBLADE

Listed as Eddie Fresco, Gizmo, Bill $Aber – SWITCHBLADE (PERUCKA) · Watch on YouTube

youtube_video rCWfNijg_Sc · row rCWfNijg_Sc

LAION-DISCO-12M

FreeCactusJackFreestyle

Listed as Bill $aber – FreeCactusJackFreestyle (FreeCactusJackFreestyle) · Watch on YouTube

youtube_video uKeL3pxvgCI · row uKeL3pxvgCI

LAION-DISCO-12M

Demon Boy

Listed as Bill $aber – Demon Boy (Goddevil) · Watch on YouTube

youtube_video vHQewJcMyv8 · row vHQewJcMyv8

LAION-DISCO-12M

Not Right

Listed as Eddie Fresco, Bill $Aber, Caro Etern – Not Right (FURCOATLUCY) · Watch on YouTube

youtube_video vdg8KSIDEBs · row vdg8KSIDEBs

LAION-DISCO-12M

Bounce

Listed as Bill $Aber – Bounce (Before Y.O.T.R. Compilation) · Watch on YouTube

youtube_video x5qV-dYT7yo · row x5qV-dYT7yo

LAION-DISCO-12M

Intro, Interlude, Fuck You

Listed as Bill $aber – Intro, Interlude, Fuck You (Goddevil) · Watch on YouTube

youtube_video y-mW92VdAO4 · row y-mW92VdAO4

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.