Yes. Black Sabbath has 171 songs listed in a dataset used to train AI music models.

Used for training 171

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 Into the Void (2009 - Remaster), I Don't Want to Live That Way Again (Studio), Children of the Grave (2009 - Remaster)

Listed under the artist name 171 songs in LAION-DISCO-12M

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

Into the Void (2009 - Remaster)

Listed as Black Sabbath – Into the Void (2009 - Remaster) (Master of Reality) · Watch on YouTube

youtube_video -R5XnrZn47Q · row -R5XnrZn47Q

LAION-DISCO-12M

I Don't Want to Live That Way Again (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – I Don't Want to Live That Way Again (Studio) (This Time Around) · Watch on YouTube

youtube_video 0TnTFpvvPZg · row 0TnTFpvvPZg

LAION-DISCO-12M

Children of the Grave (2009 - Remaster)

Listed as Black Sabbath – Children of the Grave (2009 - Remaster) (Master of Reality) · Watch on YouTube

youtube_video 1NN67EzOFO4 · row 1NN67EzOFO4

LAION-DISCO-12M

Sabbra Cadabra (2009 - Remaster)

Listed as Black Sabbath – Sabbra Cadabra (2009 - Remaster) (Sabbath Bloody Sabbath) · Watch on YouTube

youtube_video 378aOgtrf1c · row 378aOgtrf1c

LAION-DISCO-12M

Sail Away (with Deep Purple) (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Sail Away (with Deep Purple) (Studio) (This Time Around) · Watch on YouTube

youtube_video 38epGpjJFdw · row 38epGpjJFdw

LAION-DISCO-12M

So Much To Give (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – So Much To Give (Studio) (This Time Around) · Watch on YouTube

youtube_video 3bcvZp_23wk · row 3bcvZp_23wk

LAION-DISCO-12M

Don't Let It Slip Away (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Don't Let It Slip Away (Studio) (This Time Around) · Watch on YouTube

youtube_video 3xEgTnhVER0 · row 3xEgTnhVER0

LAION-DISCO-12M

Secret Life (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Secret Life (Studio) (This Time Around) · Watch on YouTube

youtube_video 4U6m9T55nxk · row 4U6m9T55nxk

LAION-DISCO-12M

No Stranger To Love (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – No Stranger To Love (Studio) (This Time Around) · Watch on YouTube

youtube_video 4mbCGX9r7vY · row 4mbCGX9r7vY

LAION-DISCO-12M

Burn (Live)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Burn (Live) (This Time Around) · Watch on YouTube

youtube_video 5MaRj3cvucA · row 5MaRj3cvucA

LAION-DISCO-12M

War Pigs (2009 Remaster)

Listed as Black Sabbath – War Pigs (2009 Remaster) (Paranoid) · Watch on YouTube

youtube_video 6csiUGMC1fk · row 6csiUGMC1fk

LAION-DISCO-12M

Coast To Coast (Live)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Coast To Coast (Live) (This Time Around) · Watch on YouTube

youtube_video 9O1QSaVKXaQ · row 9O1QSaVKXaQ

LAION-DISCO-12M

Justine (Previously Unreleased Demo) (Demo Track)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Justine (Previously Unreleased Demo) (Demo Track) (This Time Around) · Watch on YouTube

youtube_video AC1lyyQXVOk · row AC1lyyQXVOk

LAION-DISCO-12M

I Found A Woman (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – I Found A Woman (Studio) (This Time Around) · Watch on YouTube

youtube_video D4OMg3XwR_s · row D4OMg3XwR_s

LAION-DISCO-12M

Neon Knights

Listed as Black Sabbath – Neon Knights (Heaven & Hell) · Watch on YouTube

youtube_video FKlz83CZ3I4 · row FKlz83CZ3I4

LAION-DISCO-12M

Coffee And Vanilla (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Coffee And Vanilla (Studio) (This Time Around) · Watch on YouTube

youtube_video HXYIZOpm7SY · row HXYIZOpm7SY

LAION-DISCO-12M

Die Young

Listed as Black Sabbath – Die Young (Heaven & Hell (Deluxe Edition)) · Watch on YouTube

youtube_video I0ro61hoNQI · row I0ro61hoNQI

LAION-DISCO-12M

Steppin' On (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Steppin' On (Studio) (This Time Around) · Watch on YouTube

youtube_video IVwL5RyxfBM · row IVwL5RyxfBM

LAION-DISCO-12M

Midnight Meditated (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Midnight Meditated (Studio) (This Time Around) · Watch on YouTube

youtube_video IvtYumpZpLk · row IvtYumpZpLk

LAION-DISCO-12M

You Can't Do It Right (with Deep Purple) (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – You Can't Do It Right (with Deep Purple) (Studio) (This Time Around) · Watch on YouTube

youtube_video KdJO_CiZKPo · row KdJO_CiZKPo

LAION-DISCO-12M

Gettin' Tighter (with Deep Purple) (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Gettin' Tighter (with Deep Purple) (Studio) (This Time Around) · Watch on YouTube

youtube_video NCngPDEkWvY · row NCngPDEkWvY

LAION-DISCO-12M

Planet Caravan (2012 - Remaster)

Listed as Black Sabbath – Planet Caravan (2012 - Remaster) (Paranoid) · Watch on YouTube

youtube_video NhyGGLic1QM · row NhyGGLic1QM

LAION-DISCO-12M

Headless Cross (2024 Remaster)

Listed as Black Sabbath – Headless Cross (2024 Remaster) (Headless Cross / Anno Mundi) · Watch on YouTube

youtube_video NyLx55_W3KA · row NyLx55_W3KA

LAION-DISCO-12M

Holy man (with Deep Purple) (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Holy man (with Deep Purple) (Studio) (This Time Around) · Watch on YouTube

youtube_video O3mH9NVByfs · row O3mH9NVByfs

LAION-DISCO-12M

Curse (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Curse (Studio) (This Time Around) · Watch on YouTube

youtube_video O58zNu4GiPc · row O58zNu4GiPc

LAION-DISCO-12M

Heaven and Hell

Listed as Black Sabbath – Heaven and Hell (Heaven & Hell) · Watch on YouTube

youtube_video RVUK2rtAkJE · row RVUK2rtAkJE

LAION-DISCO-12M

Children Of The Grave (Live)

Listed as Black Sabbath – Children Of The Grave (Live) (The End (Live)) · Watch on YouTube

youtube_video TM5mzDBATJM · row TM5mzDBATJM

LAION-DISCO-12M

Can't Stop The Flood (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Can't Stop The Flood (Studio) (This Time Around) · Watch on YouTube

youtube_video Ya18z4by3gQ · row Ya18z4by3gQ

LAION-DISCO-12M

War Pigs (Live)

Listed as Black Sabbath – War Pigs (Live) (War Pigs (Live)) · Watch on YouTube

youtube_video _sjQhjSi2jo · row _sjQhjSi2jo

LAION-DISCO-12M

Sweet Leaf (2009 - Remaster)

Listed as Black Sabbath – Sweet Leaf (2009 - Remaster) (Master of Reality) · Watch on YouTube

youtube_video aXpKtZbHhQI · row aXpKtZbHhQI

LAION-DISCO-12M

Dark Star (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Dark Star (Studio) (This Time Around) · Watch on YouTube

youtube_video aaTuqrsKLu8 · row aaTuqrsKLu8

LAION-DISCO-12M

Sabbath Bloody Sabbath (2009 - Remaster)

Listed as Black Sabbath – Sabbath Bloody Sabbath (2009 - Remaster) (Sabbath Bloody Sabbath) · Watch on YouTube

youtube_video cYZE4vKDqzs · row cYZE4vKDqzs

LAION-DISCO-12M

Changes (2009 - Remaster)

Listed as Black Sabbath – Changes (2009 - Remaster) (Vol. 4) · Watch on YouTube

youtube_video exfhPVHOZzM · row exfhPVHOZzM

LAION-DISCO-12M

The Wizard (2009 - Remaster)

Listed as Black Sabbath – The Wizard (2009 - Remaster) (Black Sabbath) · Watch on YouTube

youtube_video ftKNGzh7t94 · row ftKNGzh7t94

LAION-DISCO-12M

Dopamine (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Dopamine (Studio) (This Time Around) · Watch on YouTube

youtube_video fy1YQ7Htg_w · row fy1YQ7Htg_w

LAION-DISCO-12M

War Pigs (2009 - Remaster)

Listed as Black Sabbath – War Pigs (2009 - Remaster) (The Ultimate Collection) · Watch on YouTube

youtube_video hZcLIsHdvss · row hZcLIsHdvss

LAION-DISCO-12M

Muscle And Blood (Hughes Thrall) (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Muscle And Blood (Hughes Thrall) (Studio) (This Time Around) · Watch on YouTube

youtube_video iP6pA4QfFkc · row iP6pA4QfFkc

LAION-DISCO-12M

The Way It Is (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – The Way It Is (Studio) (This Time Around) · Watch on YouTube

youtube_video keVRA2orHXU · row keVRA2orHXU

LAION-DISCO-12M

This Time Around (Live)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – This Time Around (Live) (This Time Around) · Watch on YouTube

youtube_video kjw5a9X8DdA · row kjw5a9X8DdA

LAION-DISCO-12M

LA Cut Off (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – LA Cut Off (Studio) (This Time Around) · Watch on YouTube

youtube_video lccMDT3PMbE · row lccMDT3PMbE

LAION-DISCO-12M

Paranoid (2009 Remaster)

Listed as Black Sabbath – Paranoid (2009 Remaster) (Paranoid) · Watch on YouTube

youtube_video m7nwbJLO9qo · row m7nwbJLO9qo

LAION-DISCO-12M

N.I.B. (2009 - Remaster)

Listed as Black Sabbath – N.I.B. (2009 - Remaster) (Black Sabbath) · Watch on YouTube

youtube_video nJYdDmUvgok · row nJYdDmUvgok

LAION-DISCO-12M

You Are The Music, We're Just The band (With Trapeze) (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – You Are The Music, We're Just The band (With Trapeze) (Studio) (This Time Around) · Watch on YouTube

youtube_video nLSVY0VS3Dg · row nLSVY0VS3Dg

LAION-DISCO-12M

Iron Man (2012 - Remaster)

Listed as Black Sabbath – Iron Man (2012 - Remaster) (Paranoid) · Watch on YouTube

youtube_video pOfBdvuky1s · row pOfBdvuky1s

LAION-DISCO-12M

Medusa (With Trapeze) (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Medusa (With Trapeze) (Studio) (This Time Around) · Watch on YouTube

youtube_video pcaMP5YRmDw · row pcaMP5YRmDw

LAION-DISCO-12M

Double Life (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Double Life (Studio) (This Time Around) · Watch on YouTube

youtube_video sBphpiBqVY0 · row sBphpiBqVY0

LAION-DISCO-12M

Soul Mover (Studio)

Listed as Glenn Hughes, Deep Purple, Trapeze, Black Sabbath – Soul Mover (Studio) (This Time Around) · Watch on YouTube

youtube_video seVXCvh_3dw · row seVXCvh_3dw

LAION-DISCO-12M

Children of the Sea

Listed as Black Sabbath – Children of the Sea (Heaven & Hell) · Watch on YouTube

youtube_video suRA7ip-p2E · row suRA7ip-p2E

LAION-DISCO-12M

Snowblind (2009 - Remaster)

Listed as Black Sabbath – Snowblind (2009 - Remaster) (Vol. 4) · Watch on YouTube

youtube_video z2bYZobEQ4g · row z2bYZobEQ4g

LAION-DISCO-12M

Paranoid (Live at Live Aid, John F. Kennedy Stadium, 13th July 1985)

Listed as Black Sabbath, Ozzy Osbourne – Paranoid (Live at Live Aid, John F. Kennedy Stadium, 13th July 1985) (Live Aid (Live, 13th July 1985)) · Watch on YouTube

youtube_video zNuspcdqLfk · row zNuspcdqLfk

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.