Yes. A.C.T has 135 songs listed in a dataset used to train AI music models.

Used for training 135

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 Hard Out Here (Single Version), Afire Love (Single Version), Dark Horse (Instrumental Version)

Listed under the artist name 135 songs in LAION-DISCO-12M

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

Hard Out Here (Single Version)

Listed as A.C.T. – Hard Out Here (Single Version) (Hard Out Here (Single Version)) · Watch on YouTube

youtube_video 0d44eflqFUk · row 0d44eflqFUk

LAION-DISCO-12M

Afire Love (Single Version)

Listed as A.C.T. – Afire Love (Single Version) (Afire Love (Single Version)) · Watch on YouTube

youtube_video 0xwhDz-oEp4 · row 0xwhDz-oEp4

LAION-DISCO-12M

Dark Horse (Instrumental Version)

Listed as A.C.T. – Dark Horse (Instrumental Version) (Dark Horse) · Watch on YouTube

youtube_video 1GcAMUgZkuE · row 1GcAMUgZkuE

LAION-DISCO-12M

I See Fire (The Hobbit)

Listed as A.C.T. – I See Fire (The Hobbit) (I See Fire (The Hobbit)) · Watch on YouTube

youtube_video 2-YUKnOWvFY · row 2-YUKnOWvFY

LAION-DISCO-12M

On Top of the World (Single Version)

Listed as A.C.T. – On Top of the World (Single Version) (On Top of the World) · Watch on YouTube

youtube_video 2cvFuobUlB8 · row 2cvFuobUlB8

LAION-DISCO-12M

Stolen Dance

Listed as A.C.T. – Stolen Dance (Stolen Dance) · Watch on YouTube

youtube_video 4NeE6RZlxNI · row 4NeE6RZlxNI

LAION-DISCO-12M

Happy (Instrumental Version)

Listed as A.C.T. – Happy (Instrumental Version) (Happy (Despicable Me)) · Watch on YouTube

youtube_video 51k2K9U9bbI · row 51k2K9U9bbI

LAION-DISCO-12M

Girl On Fire (Single Version)

Listed as A.C.T – Girl On Fire (Single Version) (Girl On Fire (Single Version)) · Watch on YouTube

youtube_video 59J-s1EmWmc · row 59J-s1EmWmc

LAION-DISCO-12M

Ho Hey (Single Version)

Listed as A.C.T. – Ho Hey (Single Version) (Ho Hey (Originally Performed By the Lumineers)) · Watch on YouTube

youtube_video 6D6bvTIny4k · row 6D6bvTIny4k

LAION-DISCO-12M

Animals

Listed as A.C.T. – Animals (Animals) · Watch on YouTube

youtube_video 7xQSBaoyLb4 · row 7xQSBaoyLb4

LAION-DISCO-12M

Runaway (U & I) (Instrumental Version)

Listed as A.C.T. – Runaway (U & I) (Instrumental Version) (Runaway (U & I)) · Watch on YouTube

youtube_video 9Vbof5zztxo · row 9Vbof5zztxo

LAION-DISCO-12M

Wake Me Up (Instrumental Version)

Listed as A.C.T. – Wake Me Up (Instrumental Version) (Wake Me Up (Originally Performed By Avicii)) · Watch on YouTube

youtube_video FD-3G9pKZzI · row FD-3G9pKZzI

LAION-DISCO-12M

Prayer in C (Deluxe Edit)

Listed as A.C.T – Prayer in C (Deluxe Edit) (Prayer in C (Deluxe Edit)) · Watch on YouTube

youtube_video HgdtpMCj4VM · row HgdtpMCj4VM

LAION-DISCO-12M

Liar Liar (Instrumental Version)

Listed as A.C.T. – Liar Liar (Instrumental Version) (Liar Liar (Single Version)) · Watch on YouTube

youtube_video IBj26mp2Bak · row IBj26mp2Bak

LAION-DISCO-12M

Waiting for Love (Single Version)

Listed as A.C.T. – Waiting for Love (Single Version) (Waiting for Love (Single Version)) · Watch on YouTube

youtube_video Lfr8ljBgJQk · row Lfr8ljBgJQk

LAION-DISCO-12M

Flashlight (Instrumental Version)

Listed as A.C.T. – Flashlight (Instrumental Version) (Flashlight) · Watch on YouTube

youtube_video LgImXGGmxLM · row LgImXGGmxLM

LAION-DISCO-12M

Stolen Dance

Listed as A.C.T. – Stolen Dance (Stolen Dance) · Watch on YouTube

youtube_video MTLToTifF9k · row MTLToTifF9k

LAION-DISCO-12M

Nobody to Love (Single Version)

Listed as A.C.T. – Nobody to Love (Single Version) (Nobody to Love (Tribute to Sigma)) · Watch on YouTube

youtube_video NPgFvg_MoFo · row NPgFvg_MoFo

LAION-DISCO-12M

Animals (Single Edit)

Listed as A.C.T. – Animals (Single Edit) (Animals (Single Edit)) · Watch on YouTube

youtube_video OdduRoHq-SA · row OdduRoHq-SA

LAION-DISCO-12M

I Really Like You

Listed as A.C.T. – I Really Like You (I Really Like You) · Watch on YouTube

youtube_video Ou3ifq8No44 · row Ou3ifq8No44

LAION-DISCO-12M

Happy (Despicable Me)

Listed as A.C.T. – Happy (Despicable Me) (Happy (Despicable Me)) · Watch on YouTube

youtube_video PM_bejo2sNk · row PM_bejo2sNk

LAION-DISCO-12M

Waiting for Love (Instrumental Version)

Listed as A.C.T. – Waiting for Love (Instrumental Version) (Waiting for Love) · Watch on YouTube

youtube_video Q-4Y-Y26YEg · row Q-4Y-Y26YEg

LAION-DISCO-12M

Liar Liar (Single Version)

Listed as A.C.T. – Liar Liar (Single Version) (Liar Liar (Single Version)) · Watch on YouTube

youtube_video QV7wg21jI-4 · row QV7wg21jI-4

LAION-DISCO-12M

Lights (Single Version)

Listed as A.C.T – Lights (Single Version) (Lights (Single Version)) · Watch on YouTube

youtube_video SvcyYZKzncI · row SvcyYZKzncI

LAION-DISCO-12M

Love Me Again (Instrumental Version)

Listed as A.C.T – Love Me Again (Instrumental Version) (Love Me Again (Originally Performed John Newman)) · Watch on YouTube

youtube_video U5A5YRpVcuk · row U5A5YRpVcuk

LAION-DISCO-12M

Beneath Your Beautiful (Single Version)

Listed as A.C.T – Beneath Your Beautiful (Single Version) (Beneath Your Beautiful (Single Version)) · Watch on YouTube

youtube_video Vl-t3AAUsKc · row Vl-t3AAUsKc

LAION-DISCO-12M

Papaoutai (Instrumental Version)

Listed as A.C.T. – Papaoutai (Instrumental Version) (Papaoutai) · Watch on YouTube

youtube_video XHP5C14tQDU · row XHP5C14tQDU

LAION-DISCO-12M

Hideaway (Single Version)

Listed as A.C.T. – Hideaway (Single Version) (Hideaway (Single Version)) · Watch on YouTube

youtube_video XqVtS1Vquww · row XqVtS1Vquww

LAION-DISCO-12M

Ordinary Love

Listed as A.C.T. – Ordinary Love (Ordinary Love) · Watch on YouTube

youtube_video YGo-yFplFcQ · row YGo-yFplFcQ

LAION-DISCO-12M

Wolke 4 (Instrumental Version)

Listed as A.C.T. – Wolke 4 (Instrumental Version) (Wolke 4) · Watch on YouTube

youtube_video YybGoreCd0A · row YybGoreCd0A

LAION-DISCO-12M

The Fox (What Does the Fox Say?)

Listed as A.C.T. – The Fox (What Does the Fox Say?) (The Fox (What Does the Fox Say?)) · Watch on YouTube

youtube_video _7U0UN6ogsE · row _7U0UN6ogsE

LAION-DISCO-12M

Love Me Again (Radio Version)

Listed as A.C.T – Love Me Again (Radio Version) (Love Me Again (Originally Performed John Newman)) · Watch on YouTube

youtube_video aZWp7zByXE0 · row aZWp7zByXE0

LAION-DISCO-12M

Demons

Listed as A.C.T. – Demons (Demons) · Watch on YouTube

youtube_video af6E8ZNgEq0 · row af6E8ZNgEq0

LAION-DISCO-12M

Papaoutai (Single Version)

Listed as A.C.T. – Papaoutai (Single Version) (Papaoutai (Single Version)) · Watch on YouTube

youtube_video aq2H_6i3yiE · row aq2H_6i3yiE

LAION-DISCO-12M

Get Lucky (Drum Play-Along 116 bpm)

Listed as A.C.T. – Get Lucky (Drum Play-Along 116 bpm) (Modern Drum Playalongs (Play With the Top Chart Hits)) · Watch on YouTube

youtube_video bURZoMufNAw · row bURZoMufNAw

LAION-DISCO-12M

All of Me (Single Version)

Listed as A.C.T. – All of Me (Single Version) (All of Me (Single Version)) · Watch on YouTube

youtube_video c5m3V8Kuflc · row c5m3V8Kuflc

LAION-DISCO-12M

Rather Be (Single Version)

Listed as A.C.T. – Rather Be (Single Version) (Rather Be (Single Version)) · Watch on YouTube

youtube_video ciDwm9gOE7g · row ciDwm9gOE7g

LAION-DISCO-12M

My Love (Single Version)

Listed as A.C.T. – My Love (Single Version) (My Love (Single Version)) · Watch on YouTube

youtube_video cy_5brSnSeU · row cy_5brSnSeU

LAION-DISCO-12M

Boom Clap (From "Das Schicksal ist ein mieser Verräter")

Listed as A.C.T. – Boom Clap (From "Das Schicksal ist ein mieser Verräter") (Boom Clap (From "Das Schicksal ist ein mieser Verräter")) · Watch on YouTube

youtube_video dmrBXS2oEgA · row dmrBXS2oEgA

LAION-DISCO-12M

Demons (Instrumental Version)

Listed as A.C.T. – Demons (Instrumental Version) (Demons) · Watch on YouTube

youtube_video e-hiHoG331c · row e-hiHoG331c

LAION-DISCO-12M

Dark Horse

Listed as A.C.T. – Dark Horse (Dark Horse) · Watch on YouTube

youtube_video e4fbkaUMEMg · row e4fbkaUMEMg

LAION-DISCO-12M

Jubel (Drum Play-Along 125 bpm)

Listed as A.C.T. – Jubel (Drum Play-Along 125 bpm) (Modern Drum Playalongs (Play With the Top Chart Hits)) · Watch on YouTube

youtube_video fVJHVBhd4pk · row fVJHVBhd4pk

LAION-DISCO-12M

Stolen Dance (Instrumental Version)

Listed as A.C.T. – Stolen Dance (Instrumental Version) (Stolen Dance) · Watch on YouTube

youtube_video g5XCBMeykH0 · row g5XCBMeykH0

LAION-DISCO-12M

Talk Dirty

Listed as A.C.T. – Talk Dirty (Talk Dirty (Talk Dirty to Me)) · Watch on YouTube

youtube_video jVmXF19WJXs · row jVmXF19WJXs

LAION-DISCO-12M

Wolke 4 (Single Version)

Listed as A.C.T. – Wolke 4 (Single Version) (Wolke 4 (Single Version)) · Watch on YouTube

youtube_video kItTnsHbb8w · row kItTnsHbb8w

LAION-DISCO-12M

Prayer in C (Instrumental Version)

Listed as A.C.T. – Prayer in C (Instrumental Version) (Prayer in C (Deluxe Edit)) · Watch on YouTube

youtube_video vVLuFuZQ5WQ · row vVLuFuZQ5WQ

LAION-DISCO-12M

Runaway (U & I)

Listed as A.C.T. – Runaway (U & I) (Runaway (U & I)) · Watch on YouTube

youtube_video wllwdv5VMug · row wllwdv5VMug

LAION-DISCO-12M

Scream & Shout (Drum Play-Along 130 bpm)

Listed as A.C.T. – Scream & Shout (Drum Play-Along 130 bpm) (Modern Drum Playalongs (Play With the Top Chart Hits)) · Watch on YouTube

youtube_video wmCuDY1wPBg · row wmCuDY1wPBg

LAION-DISCO-12M

Gentleman (Instrumental Version)

Listed as A.C.T – Gentleman (Instrumental Version) (Gentleman (Originally Performed by PSY)) · Watch on YouTube

youtube_video zZ8zvjZlR7s · row zZ8zvjZlR7s

LAION-DISCO-12M

Gentleman (Radio Mix)

Listed as A.C.T. – Gentleman (Radio Mix) (Gentleman (Radio Mix)) · Watch on YouTube

youtube_video zp7MaDs3RJU · row zp7MaDs3RJU

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.