Yes. Frehley's Comet has 16 songs listed in a dataset used to train AI music models.

Used for training 16

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 Something Moved (Live Aragon Ballroom, Chicago, IL 9/4/1987), Seperate, The Acorn Is Spinning

Listed under the artist name 16 songs in LAION-DISCO-12M

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

Something Moved (Live Aragon Ballroom, Chicago, IL 9/4/1987)

Listed as Frehley's Comet – Something Moved (Live Aragon Ballroom, Chicago, IL 9/4/1987) (Live + 1) · Watch on YouTube

youtube_video 9Tfhu9zB6eM · row 9Tfhu9zB6eM

LAION-DISCO-12M

Seperate

Listed as Frehley's Comet – Seperate (Second Sighting) · Watch on YouTube

youtube_video K0pAp0-Khyo · row K0pAp0-Khyo

LAION-DISCO-12M

The Acorn Is Spinning

Listed as Frehley's Comet – The Acorn Is Spinning (Second Sighting) · Watch on YouTube

youtube_video O6i0KLL_h68 · row O6i0KLL_h68

LAION-DISCO-12M

Juvenile Delinquent

Listed as Frehley's Comet – Juvenile Delinquent (Second Sighting) · Watch on YouTube

youtube_video P2Cc-CVg8gk · row P2Cc-CVg8gk

LAION-DISCO-12M

Loser in a Fight

Listed as Frehley's Comet – Loser in a Fight (Second Sighting) · Watch on YouTube

youtube_video RkvAyPSzOcg · row RkvAyPSzOcg

LAION-DISCO-12M

It's Over Now

Listed as Frehley's Comet – It's Over Now (80s Rock Ballad Classics) · Watch on YouTube

youtube_video VNe6QxghjtU · row VNe6QxghjtU

LAION-DISCO-12M

Fallen Angel

Listed as Frehley's Comet – Fallen Angel (Second Sighting) · Watch on YouTube

youtube_video ZcgVpDPWSX4 · row ZcgVpDPWSX4

LAION-DISCO-12M

Words Are Not Enough

Listed as Frehley's Comet – Words Are Not Enough (Live + 1) · Watch on YouTube

youtube_video _YYZ5sc1Z4o · row _YYZ5sc1Z4o

LAION-DISCO-12M

Insane

Listed as Frehley's Comet – Insane (Second Sighting) · Watch on YouTube

youtube_video ak9PdioblFE · row ak9PdioblFE

LAION-DISCO-12M

Time Ain't Runnin' Out

Listed as Frehley's Comet – Time Ain't Runnin' Out (Second Sighting) · Watch on YouTube

youtube_video cVE7pi2ua4Q · row cVE7pi2ua4Q

LAION-DISCO-12M

New Kind of Lover

Listed as Frehley's Comet – New Kind of Lover (Second Sighting) · Watch on YouTube

youtube_video eCm7uNmkbO0 · row eCm7uNmkbO0

LAION-DISCO-12M

Rocket Ride (Live Aragon Ballroom, Chicago, IL 9/4/1987)

Listed as Frehley's Comet – Rocket Ride (Live Aragon Ballroom, Chicago, IL 9/4/1987) (Live + 1) · Watch on YouTube

youtube_video k5OBICQqEMg · row k5OBICQqEMg

LAION-DISCO-12M

Breakout (Live Aragon Ballroom, Chicago, IL 9/4/1987)

Listed as Frehley's Comet – Breakout (Live Aragon Ballroom, Chicago, IL 9/4/1987) (Live + 1) · Watch on YouTube

youtube_video pnYZWHHWhDs · row pnYZWHHWhDs

LAION-DISCO-12M

Rip It Out (Live Aragon Ballroom, Chicago, IL 9/4/1987)

Listed as Frehley's Comet – Rip It Out (Live Aragon Ballroom, Chicago, IL 9/4/1987) (Live + 1) · Watch on YouTube

youtube_video r-5Io9kyRjI · row r-5Io9kyRjI

LAION-DISCO-12M

It's over Now

Listed as Frehley's Comet – It's over Now (Second Sighting) · Watch on YouTube

youtube_video x2oLchiUsy4 · row x2oLchiUsy4

LAION-DISCO-12M

Dancin' with Danger

Listed as Frehley's Comet – Dancin' with Danger (Second Sighting) · Watch on YouTube

youtube_video xqmcnSyMkCk · row xqmcnSyMkCk

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.