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 Never In My Life, Space Bear (Extendend), Too Many Faces

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.

Never In My Life

Listed as Ace Frehley – Never In My Life (Origins Vol.2) · Watch on YouTube

youtube_video -I_gNwixzr0 · row -I_gNwixzr0

LAION-DISCO-12M

Space Bear (Extendend)

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

youtube_video 1db1WaVrpPM · row 1db1WaVrpPM

LAION-DISCO-12M

Too Many Faces

Listed as Ace Frehley – Too Many Faces (Anomaly (Deluxe Edition)) · Watch on YouTube

youtube_video 1qbDIWx5tHI · row 1qbDIWx5tHI

LAION-DISCO-12M

It's A Great Life

Listed as Ace Frehley – It's A Great Life (Anomaly (Deluxe Edition)) · Watch on YouTube

youtube_video 2yVFIuQ46Z4 · row 2yVFIuQ46Z4

LAION-DISCO-12M

The Joker

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

youtube_video 3d9fwVRN7hY · row 3d9fwVRN7hY

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Change

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

youtube_video 4-4_-9y7Mss · row 4-4_-9y7Mss

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Quantum Flux

Listed as Ace Frehley – Quantum Flux (Spaceman) · Watch on YouTube

youtube_video 5MIo6t0dBAA · row 5MIo6t0dBAA

LAION-DISCO-12M

Gimme a Feelin' (Radio Edit)

Listed as Ace Frehley – Gimme a Feelin' (Radio Edit) (Space Invader) · Watch on YouTube

youtube_video 7Ak3PY0Uovk · row 7Ak3PY0Uovk

LAION-DISCO-12M

Remember Me

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

youtube_video 7OZGT3-HA-w · row 7OZGT3-HA-w

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Kicks

Listed as Ace Frehley – Kicks (Origins Vol.2) · Watch on YouTube

youtube_video 7hnhgWvTDCA · row 7hnhgWvTDCA

LAION-DISCO-12M

I Wanna Hold You

Listed as Ace Frehley – I Wanna Hold You (Space Invader) · Watch on YouTube

youtube_video Bvh_wcVKxOk · row Bvh_wcVKxOk

LAION-DISCO-12M

Past the Milky Way

Listed as Ace Frehley – Past the Milky Way (Space Invader) · Watch on YouTube

youtube_video F0Il8asKnhY · row F0Il8asKnhY

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Your Wish Is My Command

Listed as Ace Frehley – Your Wish Is My Command (Spaceman) · Watch on YouTube

youtube_video FLmZCwP_Bkw · row FLmZCwP_Bkw

LAION-DISCO-12M

Off My Back

Listed as Ace Frehley – Off My Back (Spaceman) · Watch on YouTube

youtube_video FgwjQZ0jLm4 · row FgwjQZ0jLm4

LAION-DISCO-12M

Love Me Right

Listed as Ace Frehley – Love Me Right (Frehley's Comet) · Watch on YouTube

youtube_video FuAYftfzFoc · row FuAYftfzFoc

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I Wanna Go Back

Listed as Ace Frehley – I Wanna Go Back (Spaceman) · Watch on YouTube

youtube_video G-viK2XZCv4 · row G-viK2XZCv4

LAION-DISCO-12M

Pain In The Neck

Listed as Ace Frehley – Pain In The Neck (Anomaly (Deluxe Edition)) · Watch on YouTube

youtube_video GIHrgwDXxf0 · row GIHrgwDXxf0

LAION-DISCO-12M

Back to School

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

youtube_video JW36PEvBano · row JW36PEvBano

LAION-DISCO-12M

Mission to Mars

Listed as Ace Frehley – Mission to Mars (Spaceman) · Watch on YouTube

youtube_video JxPOefI0jag · row JxPOefI0jag

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Manic Depression

Listed as Ace Frehley – Manic Depression (Origins Vol.2) · Watch on YouTube

youtube_video K6FjhvzrMR8 · row K6FjhvzrMR8

LAION-DISCO-12M

Inside the Vortex

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

youtube_video L2gSt3adw2k · row L2gSt3adw2k

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Fractured Quantum

Listed as Ace Frehley – Fractured Quantum (Anomaly (Deluxe Edition)) · Watch on YouTube

youtube_video Lfrfb_1q8bs · row Lfrfb_1q8bs

LAION-DISCO-12M

Hard For Me (Bonus Track)

Listed as Ace Frehley – Hard For Me (Bonus Track) (Anomaly (Deluxe Edition)) · Watch on YouTube

youtube_video Lsa2pfC8Ei4 · row Lsa2pfC8Ei4

LAION-DISCO-12M

Jumpin' Jack Flash

Listed as Ace Frehley – Jumpin' Jack Flash (Origins Vol.2) · Watch on YouTube

youtube_video LzUm5sqhwnc · row LzUm5sqhwnc

LAION-DISCO-12M

Fractured Too (Instrumental)

Listed as Ace Frehley – Fractured Too (Instrumental) (Frehley's Comet) · Watch on YouTube

youtube_video MHzLoRXVyvo · row MHzLoRXVyvo

LAION-DISCO-12M

A Little Below The Angels

Listed as Ace Frehley – A Little Below The Angels (Anomaly (Deluxe Edition)) · Watch on YouTube

youtube_video PAzlRsYqJtc · row PAzlRsYqJtc

LAION-DISCO-12M

White Room

Listed as Ace Frehley – White Room (Origins Vol.1) · Watch on YouTube

youtube_video PdWzu6uAmGo · row PdWzu6uAmGo

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Lola

Listed as Ace Frehley – Lola (Origins Vol.2) · Watch on YouTube

youtube_video RkvDz-lE7jg · row RkvDz-lE7jg

LAION-DISCO-12M

2 Young 2 Die

Listed as Ace Frehley – 2 Young 2 Die (Trouble Walkin') · Watch on YouTube

youtube_video SrXSGrjt_5I · row SrXSGrjt_5I

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Without You I’m Nothing

Listed as Ace Frehley – Without You I’m Nothing (Spaceman) · Watch on YouTube

youtube_video Vd8d4GQwGQc · row Vd8d4GQwGQc

LAION-DISCO-12M

Reckless

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

youtube_video WKpCxU3ucWE · row WKpCxU3ucWE

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30 Days In The Hole

Listed as Ace Frehley – 30 Days In The Hole (Origins Vol.2) · Watch on YouTube

youtube_video WNWJ0k78rTs · row WNWJ0k78rTs

LAION-DISCO-12M

Genghis Khan

Listed as Ace Frehley – Genghis Khan (Anomaly (Deluxe Edition)) · Watch on YouTube

youtube_video aYf49k0nRrQ · row aYf49k0nRrQ

LAION-DISCO-12M

Street Fighting Man

Listed as Ace Frehley – Street Fighting Man (Origins Vol.1) · Watch on YouTube

youtube_video bfXHyvI_RGc · row bfXHyvI_RGc

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Politician

Listed as Ace Frehley – Politician (Origins Vol.2) · Watch on YouTube

youtube_video cL8WUEGr8Uc · row cL8WUEGr8Uc

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Immortal Pleasures

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

youtube_video eAVj1XLpPpo · row eAVj1XLpPpo

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Bronx Boy

Listed as Ace Frehley – Bronx Boy (Spaceman) · Watch on YouTube

youtube_video emFD3uRtj3s · row emFD3uRtj3s

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Spanish Castle Magic

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

youtube_video gH2Wr1hZT_c · row gH2Wr1hZT_c

LAION-DISCO-12M

Change The World

Listed as Ace Frehley – Change The World (Anomaly (Deluxe Edition)) · Watch on YouTube

youtube_video gpNzp1Bvu78 · row gpNzp1Bvu78

LAION-DISCO-12M

We Gotta Get Out Of This Place

Listed as Ace Frehley – We Gotta Get Out Of This Place (Origins Vol.2) · Watch on YouTube

youtube_video h_djWmgShMU · row h_djWmgShMU

LAION-DISCO-12M

Bring It on Home

Listed as Ace Frehley – Bring It on Home (Origins Vol.1) · Watch on YouTube

youtube_video jSdTSBRyZ0A · row jSdTSBRyZ0A

LAION-DISCO-12M

Till the End of the Day

Listed as Ace Frehley – Till the End of the Day (Origins Vol.1) · Watch on YouTube

youtube_video jvvKko0Mpfo · row jvvKko0Mpfo

LAION-DISCO-12M

Emerald

Listed as Ace Frehley, Slash – Emerald (Origins Vol.1) · Watch on YouTube

youtube_video lYZkSS8R2Po · row lYZkSS8R2Po

LAION-DISCO-12M

Pursuit of Rock and Roll

Listed as Ace Frehley – Pursuit of Rock and Roll (Spaceman) · Watch on YouTube

youtube_video peOilPacWTQ · row peOilPacWTQ

LAION-DISCO-12M

Sister

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

youtube_video pxLrWJb1jm8 · row pxLrWJb1jm8

LAION-DISCO-12M

Lost in Limbo

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

youtube_video qGYS-D3Y3zI · row qGYS-D3Y3zI

LAION-DISCO-12M

Starship

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

youtube_video tKyCaAutCvM · row tKyCaAutCvM

LAION-DISCO-12M

Stranger in a Strange Land

Listed as Ace Frehley – Stranger in a Strange Land (Frehley's Comet) · Watch on YouTube

youtube_video toLGZKyjCQQ · row toLGZKyjCQQ

LAION-DISCO-12M

Toys

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

youtube_video wvBp4Ie3DrQ · row wvBp4Ie3DrQ

LAION-DISCO-12M

Five Card Stud

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

youtube_video y4eMRSQG4A0 · row y4eMRSQG4A0

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.