Yes. Deaf Election has 19 songs listed in a dataset used to train AI music models.

Used for training 19

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 Rise Before Tomorrow, Riot Pulse, The Prisoner in You

Listed under the artist name 19 songs in LAION-DISCO-12M

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

Rise Before Tomorrow

Listed as Deaf Election – Rise Before Tomorrow (Good for Too Long) · Watch on YouTube

youtube_video 1pIRoRclfrc · row 1pIRoRclfrc

LAION-DISCO-12M

Riot Pulse

Listed as Deaf Election – Riot Pulse (Good for Too Long) · Watch on YouTube

youtube_video 1t33AbW-Nhs · row 1t33AbW-Nhs

LAION-DISCO-12M

The Prisoner in You

Listed as Deaf Election – The Prisoner in You (Good for Too Long) · Watch on YouTube

youtube_video 9KMXWWe0eiM · row 9KMXWWe0eiM

LAION-DISCO-12M

Suffocating

Listed as Deaf Election – Suffocating (Falling in Flames) · Watch on YouTube

youtube_video A6Aa9O4ECk4 · row A6Aa9O4ECk4

LAION-DISCO-12M

Sleeper

Listed as Deaf Election – Sleeper (Falling in Flames) · Watch on YouTube

youtube_video Br8_TURJBvM · row Br8_TURJBvM

LAION-DISCO-12M

Riding the Storm

Listed as Deaf Election – Riding the Storm (Falling in Flames) · Watch on YouTube

youtube_video E5Pg_rlHKbE · row E5Pg_rlHKbE

LAION-DISCO-12M

Save This Soul

Listed as Deaf Election – Save This Soul (Falling in Flames) · Watch on YouTube

youtube_video FLt3EdqSnQA · row FLt3EdqSnQA

LAION-DISCO-12M

Erase My Truth

Listed as Deaf Election – Erase My Truth (Falling in Flames) · Watch on YouTube

youtube_video OiI2Kpy-_wM · row OiI2Kpy-_wM

LAION-DISCO-12M

Armour

Listed as Deaf Election – Armour (Good for Too Long) · Watch on YouTube

youtube_video TAYRp5ngG6o · row TAYRp5ngG6o

LAION-DISCO-12M

Off the Course

Listed as Deaf Election – Off the Course (Good for Too Long) · Watch on YouTube

youtube_video VTd94rxNdK0 · row VTd94rxNdK0

LAION-DISCO-12M

Never Get to Me

Listed as Deaf Election – Never Get to Me (Good for Too Long) · Watch on YouTube

youtube_video bABmQP1Tm6Q · row bABmQP1Tm6Q

LAION-DISCO-12M

Acceler8

Listed as Deaf Election – Acceler8 (Good for Too Long) · Watch on YouTube

youtube_video dT0ymh9ZWX4 · row dT0ymh9ZWX4

LAION-DISCO-12M

Left With Nothing

Listed as Deaf Election – Left With Nothing (Falling in Flames) · Watch on YouTube

youtube_video iJnE6JS69rI · row iJnE6JS69rI

LAION-DISCO-12M

Take Me Alive

Listed as Deaf Election – Take Me Alive (Falling in Flames) · Watch on YouTube

youtube_video k3bhNylexyg · row k3bhNylexyg

LAION-DISCO-12M

Rent to Pay

Listed as Deaf Election – Rent to Pay (Good for Too Long) · Watch on YouTube

youtube_video kpU2Fc09UVs · row kpU2Fc09UVs

LAION-DISCO-12M

Good for Too Long

Listed as Deaf Election – Good for Too Long (Good for Too Long) · Watch on YouTube

youtube_video lOV4QyAtYhQ · row lOV4QyAtYhQ

LAION-DISCO-12M

Metallic Disposition

Listed as Deaf Election – Metallic Disposition (Falling in Flames) · Watch on YouTube

youtube_video mQa_t7exr78 · row mQa_t7exr78

LAION-DISCO-12M

Keep Your Head Down

Listed as Deaf Election – Keep Your Head Down (Good for Too Long) · Watch on YouTube

youtube_video ogeY2gZ9Kd4 · row ogeY2gZ9Kd4

LAION-DISCO-12M

Someone to Control

Listed as Deaf Election – Someone to Control (Falling in Flames) · Watch on YouTube

youtube_video vlhIw78YKZY · row vlhIw78YKZY

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.