Yes. Ace Frehley has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Rockin’ With the Boys, Magic Carpet Ride, Rip It Out

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Rockin’ With the Boys

Listed as Ace Frehley – Rockin’ With the Boys (Spaceman) · Watch on YouTube

youtube_video 0hUoBWrJd9Q · row 0hUoBWrJd9Q

LAION-DISCO-12M

Magic Carpet Ride

Listed as Ace Frehley – Magic Carpet Ride (Origins Vol.1) · Watch on YouTube

youtube_video 21K-QBc38d4 · row 21K-QBc38d4

LAION-DISCO-12M

Rip It Out

Listed as Ace Frehley – Rip It Out (Kiss: Ace Frehley) · Watch on YouTube

youtube_video 3C_sIotnmVQ · row 3C_sIotnmVQ

LAION-DISCO-12M

Speedin' Back To My Baby

Listed as Ace Frehley – Speedin' Back To My Baby (Kiss: Ace Frehley) · Watch on YouTube

youtube_video 4bl55zQ--yU · row 4bl55zQ--yU

LAION-DISCO-12M

Space Invader

Listed as Ace Frehley – Space Invader (Space Invader) · Watch on YouTube

youtube_video 4xAqEiHLVtM · row 4xAqEiHLVtM

LAION-DISCO-12M

I'm In Need Of Love

Listed as Ace Frehley – I'm In Need Of Love (Kiss: Ace Frehley) · Watch on YouTube

youtube_video 5BHEjQzjc74 · row 5BHEjQzjc74

LAION-DISCO-12M

Fractured III

Listed as Ace Frehley – Fractured III (Trouble Walkin') · Watch on YouTube

youtube_video 6NJF75GuM4k · row 6NJF75GuM4k

LAION-DISCO-12M

Trouble Walkin'

Listed as Ace Frehley – Trouble Walkin' (Trouble Walkin') · Watch on YouTube

youtube_video 7PWxnOjUrTg · row 7PWxnOjUrTg

LAION-DISCO-12M

Stratosphere

Listed as Ace Frehley – Stratosphere (10,000 Volts) · Watch on YouTube

youtube_video 8EHEfzjw4fI · row 8EHEfzjw4fI

LAION-DISCO-12M

Rock and Roll Hell

Listed as Ace Frehley – Rock and Roll Hell (Origins Vol.1) · Watch on YouTube

youtube_video 8WEK4u7nRq4 · row 8WEK4u7nRq4

LAION-DISCO-12M

Space Truckin'

Listed as Ace Frehley – Space Truckin' (Origins Vol.2) · Watch on YouTube

youtube_video AYZJHDbzl08 · row AYZJHDbzl08

LAION-DISCO-12M

Do Ya

Listed as Ace Frehley – Do Ya (Trouble Walkin') · Watch on YouTube

youtube_video DDFHfcEyBio · row DDFHfcEyBio

LAION-DISCO-12M

New York Groove

Listed as Ace Frehley – New York Groove (Kiss: Ace Frehley) · Watch on YouTube

youtube_video DXeeY9D9u94 · row DXeeY9D9u94

LAION-DISCO-12M

Shot Full of Rock

Listed as Ace Frehley – Shot Full of Rock (Trouble Walkin') · Watch on YouTube

youtube_video Dpqw0ZWGY5I · row Dpqw0ZWGY5I

LAION-DISCO-12M

Outer Space

Listed as Ace Frehley – Outer Space (Anomaly (Deluxe Edition)) · Watch on YouTube

youtube_video H5hJnlqcAoc · row H5hJnlqcAoc

LAION-DISCO-12M

Back Into My Arms Again

Listed as Ace Frehley – Back Into My Arms Again (10,000 Volts) · Watch on YouTube

youtube_video J56Mfqu9a7o · row J56Mfqu9a7o

LAION-DISCO-12M

Fractured Mirror

Listed as Ace Frehley – Fractured Mirror (Kiss: Ace Frehley) · Watch on YouTube

youtube_video LIi02Yx-3A8 · row LIi02Yx-3A8

LAION-DISCO-12M

Constantly Cute

Listed as Ace Frehley – Constantly Cute (10,000 Volts) · Watch on YouTube

youtube_video NitNWHFextM · row NitNWHFextM

LAION-DISCO-12M

Fightin’ for Life

Listed as Ace Frehley – Fightin’ for Life (10,000 Volts) · Watch on YouTube

youtube_video OOTKxxzDv4Q · row OOTKxxzDv4Q

LAION-DISCO-12M

Cherry Medicine

Listed as Ace Frehley – Cherry Medicine (Cherry Medicine) · Watch on YouTube

youtube_video OXXI4bG_wjQ · row OXXI4bG_wjQ

LAION-DISCO-12M

Cherry Medicine

Listed as Ace Frehley – Cherry Medicine (10,000 Volts) · Watch on YouTube

youtube_video PFYG7KuCWmA · row PFYG7KuCWmA

LAION-DISCO-12M

What's On Your Mind?

Listed as Ace Frehley – What's On Your Mind? (Kiss: Ace Frehley) · Watch on YouTube

youtube_video QOJQCjBG4Yo · row QOJQCjBG4Yo

LAION-DISCO-12M

Calling to You

Listed as Ace Frehley – Calling to You (Frehley's Comet) · Watch on YouTube

youtube_video QUlVo2cifWc · row QUlVo2cifWc

LAION-DISCO-12M

Good Times, Bad Times

Listed as Ace Frehley – Good Times, Bad Times (Origins Vol.2) · Watch on YouTube

youtube_video SUlpHbqZEaE · row SUlpHbqZEaE

LAION-DISCO-12M

Cold Gin

Listed as Ace Frehley, Mike McCready – Cold Gin (Origins Vol.1) · Watch on YouTube

youtube_video SWOx9BAj9jw · row SWOx9BAj9jw

LAION-DISCO-12M

Fire and Water

Listed as Ace Frehley, Paul Stanley – Fire and Water (Origins Vol.1) · Watch on YouTube

youtube_video U2E_5Qi_84o · row U2E_5Qi_84o

LAION-DISCO-12M

Snow Blind

Listed as Ace Frehley – Snow Blind (Kiss: Ace Frehley) · Watch on YouTube

youtube_video VKgVti40emA · row VKgVti40emA

LAION-DISCO-12M

Hide Your Heart

Listed as Ace Frehley – Hide Your Heart (Trouble Walkin') · Watch on YouTube

youtube_video XftR_7g3FDg · row XftR_7g3FDg

LAION-DISCO-12M

Walkin’ On The Moon

Listed as Ace Frehley – Walkin’ On The Moon (Walkin’ On The Moon) · Watch on YouTube

youtube_video ccUn5HMNCZg · row ccUn5HMNCZg

LAION-DISCO-12M

Parasite

Listed as Ace Frehley, John 5 – Parasite (Origins Vol.1) · Watch on YouTube

youtube_video dR7WOylduhM · row dR7WOylduhM

LAION-DISCO-12M

Up in the Sky

Listed as Ace Frehley – Up in the Sky (10,000 Volts) · Watch on YouTube

youtube_video e-kqMPPOakw · row e-kqMPPOakw

LAION-DISCO-12M

We Got Your Rock

Listed as Ace Frehley – We Got Your Rock (Frehley's Comet) · Watch on YouTube

youtube_video hxhKIDVecyA · row hxhKIDVecyA

LAION-DISCO-12M

New York Groove (Audiomachine Remix)

Listed as Ace Frehley – New York Groove (Audiomachine Remix) (New York Groove (Audiomachine Remix)) · Watch on YouTube

youtube_video j2Un-v2XubM · row j2Un-v2XubM

LAION-DISCO-12M

She (Bonus Track)

Listed as Ace Frehley – She (Bonus Track) (Origins Vol.2) · Watch on YouTube

youtube_video jU3xkE6e_Io · row jU3xkE6e_Io

LAION-DISCO-12M

Walkin’ on the Moon

Listed as Ace Frehley – Walkin’ on the Moon (10,000 Volts) · Watch on YouTube

youtube_video kPbA3dfsuRw · row kPbA3dfsuRw

LAION-DISCO-12M

Wild Thing

Listed as Ace Frehley, Lita Ford – Wild Thing (Origins Vol.1) · Watch on YouTube

youtube_video lHUO5S4mbh4 · row lHUO5S4mbh4

LAION-DISCO-12M

10,000 Volts

Listed as Ace Frehley – 10,000 Volts (10,000 Volts) · Watch on YouTube

youtube_video mQdXBURsgtk · row mQdXBURsgtk

LAION-DISCO-12M

Breakout

Listed as Ace Frehley – Breakout (Frehley's Comet) · Watch on YouTube

youtube_video mUIg8jMMNEE · row mUIg8jMMNEE

LAION-DISCO-12M

Fox On The Run

Listed as Ace Frehley – Fox On The Run (Anomaly (Deluxe Edition)) · Watch on YouTube

youtube_video nhFCrxQB3LY · row nhFCrxQB3LY

LAION-DISCO-12M

Blinded

Listed as Ace Frehley – Blinded (10,000 Volts) · Watch on YouTube

youtube_video oz5d_br9XS8 · row oz5d_br9XS8

LAION-DISCO-12M

Life of a Stranger

Listed as Ace Frehley – Life of a Stranger (10,000 Volts) · Watch on YouTube

youtube_video p_7YmF5ig0c · row p_7YmF5ig0c

LAION-DISCO-12M

Cosmic Heart

Listed as Ace Frehley – Cosmic Heart (10,000 Volts) · Watch on YouTube

youtube_video qcX6yycsoX8 · row qcX6yycsoX8

LAION-DISCO-12M

Foxy & Free

Listed as Ace Frehley – Foxy & Free (Anomaly (Deluxe Edition)) · Watch on YouTube

youtube_video tDk1ZYFMOFA · row tDk1ZYFMOFA

LAION-DISCO-12M

Into the Night

Listed as Ace Frehley – Into the Night (Frehley's Comet) · Watch on YouTube

youtube_video tfrMku67yD0 · row tfrMku67yD0

LAION-DISCO-12M

Somthing Moved

Listed as Ace Frehley – Somthing Moved (Frehley's Comet) · Watch on YouTube

youtube_video uTLnqXwmb1A · row uTLnqXwmb1A

LAION-DISCO-12M

Dolls

Listed as Ace Frehley – Dolls (Frehley's Comet) · Watch on YouTube

youtube_video x5HzporSHfY · row x5HzporSHfY

LAION-DISCO-12M

Ozone

Listed as Ace Frehley – Ozone (Kiss: Ace Frehley) · Watch on YouTube

youtube_video y-K8xyflWI0 · row y-K8xyflWI0

LAION-DISCO-12M

I'm Down

Listed as Ace Frehley – I'm Down (Origins Vol.2) · Watch on YouTube

youtube_video ypok7vRg_r4 · row ypok7vRg_r4

LAION-DISCO-12M

Rock Soldiers

Listed as Ace Frehley – Rock Soldiers (Frehley's Comet) · Watch on YouTube

youtube_video yxcP68FLVvc · row yxcP68FLVvc

LAION-DISCO-12M

Wiped-Out

Listed as Ace Frehley – Wiped-Out (Kiss: Ace Frehley) · Watch on YouTube

youtube_video zzFDRgucFig · row zzFDRgucFig

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.