Yes. Be Bop Deluxe has 147 songs listed in a dataset used to train AI music models.

Used for training 147

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 Visions Of Endless Hopes, Quest of Harvest for the Stars (2021 Remaster), Fair Exchange (Live)

Listed under the artist name 147 songs in LAION-DISCO-12M

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

Visions Of Endless Hopes

Listed as Be Bop Deluxe – Visions Of Endless Hopes (Drastic Plastic) · Watch on YouTube

youtube_video -ktUTB6Z0xc · row -ktUTB6Z0xc

LAION-DISCO-12M

Quest of Harvest for the Stars (2021 Remaster)

Listed as Be Bop Deluxe – Quest of Harvest for the Stars (2021 Remaster) (Drastic Plastic (Deluxe Edition)) · Watch on YouTube

youtube_video 15uTnh0UUZg · row 15uTnh0UUZg

LAION-DISCO-12M

Fair Exchange (Live)

Listed as Be Bop Deluxe – Fair Exchange (Live) (Live! In The Air Age) · Watch on YouTube

youtube_video 1_eIvWGrvJ4 · row 1_eIvWGrvJ4

LAION-DISCO-12M

Superenigmatix

Listed as Be Bop Deluxe – Superenigmatix (Drastic Plastic) · Watch on YouTube

youtube_video 1lJgQpvFT9g · row 1lJgQpvFT9g

LAION-DISCO-12M

Make The Music Magic (2019 Stereo Mix)

Listed as Be Bop Deluxe – Make The Music Magic (2019 Stereo Mix) (Modern Music (Deluxe Edition)) · Watch on YouTube

youtube_video 2klmpuUs4Rs · row 2klmpuUs4Rs

LAION-DISCO-12M

Speed of the Wind (2021 Remaster)

Listed as Be Bop Deluxe – Speed of the Wind (2021 Remaster) (Drastic Plastic (Deluxe Edition)) · Watch on YouTube

youtube_video 3smCDbuL4hA · row 3smCDbuL4hA

LAION-DISCO-12M

Adventures In A Yorkshire Landscape (BBC Radio 1 John Peel Session)

Listed as Be Bop Deluxe – Adventures In A Yorkshire Landscape (BBC Radio 1 John Peel Session) (Live! In The Air Age (Deluxe Edition)) · Watch on YouTube

youtube_video 6FI7lXhVKdk · row 6FI7lXhVKdk

LAION-DISCO-12M

Between The Worlds

Listed as Be Bop Deluxe – Between The Worlds (Futurama (Remastered & Expanded)) · Watch on YouTube

youtube_video 7WMducTDNso · row 7WMducTDNso

LAION-DISCO-12M

Adventures In a Yorkshire Landscape (BBC Radio 1 John Peel, 23 May 1974)

Listed as Be Bop Deluxe – Adventures In a Yorkshire Landscape (BBC Radio 1 John Peel, 23 May 1974) (Axe Victim (Deluxe Edition)) · Watch on YouTube

youtube_video BUqCeVBvx4s · row BUqCeVBvx4s

LAION-DISCO-12M

Life In The Air Age (Live, De Montfort Hall, Leicester, 12 February 1977)

Listed as Be Bop Deluxe – Life In The Air Age (Live, De Montfort Hall, Leicester, 12 February 1977) (Live! In The Air Age (Deluxe Edition)) · Watch on YouTube

youtube_video DPGrZ3yoztA · row DPGrZ3yoztA

LAION-DISCO-12M

Shine

Listed as Be Bop Deluxe – Shine (Modern Music (Deluxe Edition)) · Watch on YouTube

youtube_video DtL8xYQaG0A · row DtL8xYQaG0A

LAION-DISCO-12M

Bill's Blues (Live, The Riviera Theatre, Chicago, 21 March 1976)

Listed as Be Bop Deluxe – Bill's Blues (Live, The Riviera Theatre, Chicago, 21 March 1976) (Modern Music (Deluxe Edition)) · Watch on YouTube

youtube_video EGfYhuV6ggg · row EGfYhuV6ggg

LAION-DISCO-12M

Down On Terminal Street (Live)

Listed as Be Bop Deluxe – Down On Terminal Street (Live) (Futurist Manifesto - 1974-1978) · Watch on YouTube

youtube_video EeQ_r-EXhm0 · row EeQ_r-EXhm0

LAION-DISCO-12M

Blimps (2021 Remaster)

Listed as Be Bop Deluxe – Blimps (2021 Remaster) (Drastic Plastic (Deluxe Edition)) · Watch on YouTube

youtube_video FQrMOnUCTSs · row FQrMOnUCTSs

LAION-DISCO-12M

Islands Of The Dead

Listed as Be Bop Deluxe – Islands Of The Dead (Drastic Plastic) · Watch on YouTube

youtube_video Gve1VAUPU9c · row Gve1VAUPU9c

LAION-DISCO-12M

Sister Seagull (BBC Radio 1 "John Peel Show", 11 March 1975)

Listed as Be Bop Deluxe – Sister Seagull (BBC Radio 1 "John Peel Show", 11 March 1975) (Futurama (Remastered & Expanded)) · Watch on YouTube

youtube_video I9IPZaQCx-w · row I9IPZaQCx-w

LAION-DISCO-12M

Lovers Are Mortal (2021 Remaster)

Listed as Be Bop Deluxe – Lovers Are Mortal (2021 Remaster) (Drastic Plastic (Deluxe Edition)) · Watch on YouTube

youtube_video IOqKDIti6WM · row IOqKDIti6WM

LAION-DISCO-12M

15th of July (Invisibles) (BBC Radio 1 John Peel, 23 May 1974)

Listed as Be Bop Deluxe – 15th of July (Invisibles) (BBC Radio 1 John Peel, 23 May 1974) (Axe Victim (Deluxe Edition)) · Watch on YouTube

youtube_video JT-F4gF--S8 · row JT-F4gF--S8

LAION-DISCO-12M

Maid In Heaven (2021 Remaster)

Listed as Be Bop Deluxe – Maid In Heaven (2021 Remaster) (Live! In The Air Age (Deluxe Edition)) · Watch on YouTube

youtube_video KlTWdj0lPTA · row KlTWdj0lPTA

LAION-DISCO-12M

Lost In The Neon World

Listed as Be Bop Deluxe – Lost In The Neon World (Modern Music (Deluxe Edition)) · Watch on YouTube

youtube_video Nb5qZ4Ge9DA · row Nb5qZ4Ge9DA

LAION-DISCO-12M

Adventures In A Yorkshire Landscape (BBC Radio1 "In Concert", Hammersmith Odeon, London, 2 October 1976)

Listed as Be Bop Deluxe – Adventures In A Yorkshire Landscape (BBC Radio1 "In Concert", Hammersmith Odeon, London, 2 October 1976) (Modern Music (Deluxe Edition)) · Watch on YouTube

youtube_video NfBrRVZG-hw · row NfBrRVZG-hw

LAION-DISCO-12M

Surreal Estate

Listed as Be Bop Deluxe – Surreal Estate (Drastic Plastic) · Watch on YouTube

youtube_video NpHZJQEhVD4 · row NpHZJQEhVD4

LAION-DISCO-12M

Face In the Rain

Listed as Be Bop Deluxe – Face In the Rain (Drastic Plastic (Deluxe Edition)) · Watch on YouTube

youtube_video TTXSIGocEn0 · row TTXSIGocEn0

LAION-DISCO-12M

Swansong

Listed as Be Bop Deluxe – Swansong (Live! In The Air Age (Deluxe Edition)) · Watch on YouTube

youtube_video Tp-ers7vPJ0 · row Tp-ers7vPJ0

LAION-DISCO-12M

Islands of the Dead (BBC Radio 1 Sight and Sound In Concert)

Listed as Be Bop Deluxe – Islands of the Dead (BBC Radio 1 Sight and Sound In Concert) (Drastic Plastic (Deluxe Edition)) · Watch on YouTube

youtube_video URaHpy15eCE · row URaHpy15eCE

LAION-DISCO-12M

The Bird Charmers Destiny

Listed as Be Bop Deluxe – The Bird Charmers Destiny (Modern Music (Deluxe Edition)) · Watch on YouTube

youtube_video V9Ou7wX6KSg · row V9Ou7wX6KSg

LAION-DISCO-12M

Down On Terminal Street (2019 Stereo Mix)

Listed as Be Bop Deluxe – Down On Terminal Street (2019 Stereo Mix) (Modern Music (Deluxe Edition)) · Watch on YouTube

youtube_video VXc8RYJgFP4 · row VXc8RYJgFP4

LAION-DISCO-12M

Darkness (L'Immoraliste)

Listed as Be Bop Deluxe – Darkness (L'Immoraliste) (Axe Victim) · Watch on YouTube

youtube_video WsuwT5Yg4-I · row WsuwT5Yg4-I

LAION-DISCO-12M

Between The Worlds (Single Version, 2019 Remaster)

Listed as Be Bop Deluxe – Between The Worlds (Single Version, 2019 Remaster) (Futurama (Remastered & Expanded)) · Watch on YouTube

youtube_video ZPaT62vIjGo · row ZPaT62vIjGo

LAION-DISCO-12M

Autosexual (2021 Remaster)

Listed as Be Bop Deluxe – Autosexual (2021 Remaster) (Drastic Plastic (Deluxe Edition)) · Watch on YouTube

youtube_video _9X5_qvUmVY · row _9X5_qvUmVY

LAION-DISCO-12M

Love In Flames

Listed as Be Bop Deluxe – Love In Flames (Drastic Plastic) · Watch on YouTube

youtube_video _qntpeWix-k · row _qntpeWix-k

LAION-DISCO-12M

Panic In the World (BBC Radio 1 John Peel Session)

Listed as Be Bop Deluxe – Panic In the World (BBC Radio 1 John Peel Session) (Drastic Plastic (Deluxe Edition)) · Watch on YouTube

youtube_video c9gJE0uVBCQ · row c9gJE0uVBCQ

LAION-DISCO-12M

Modern Music Suite

Listed as Be Bop Deluxe – Modern Music Suite (Live! In The Air Age (Deluxe Edition)) · Watch on YouTube

youtube_video cOKp7TWmCGc · row cOKp7TWmCGc

LAION-DISCO-12M

Mill Street Junction (Live, Colston Hall, Bristol, 27 March 1977)

Listed as Be Bop Deluxe – Mill Street Junction (Live, Colston Hall, Bristol, 27 March 1977) (Live! In The Air Age (Deluxe Edition)) · Watch on YouTube

youtube_video dbDVl-83z50 · row dbDVl-83z50

LAION-DISCO-12M

The Modern Music Suite (Live)

Listed as Be Bop Deluxe – The Modern Music Suite (Live) (Futurist Manifesto - 1974-1978) · Watch on YouTube

youtube_video dofnr0y5Mv8 · row dofnr0y5Mv8

LAION-DISCO-12M

New Mysteries

Listed as Be Bop Deluxe – New Mysteries (Drastic Plastic) · Watch on YouTube

youtube_video e3aVT0ghWmA · row e3aVT0ghWmA

LAION-DISCO-12M

Make The Music Magic

Listed as Be Bop Deluxe – Make The Music Magic (Modern Music (Deluxe Edition)) · Watch on YouTube

youtube_video ghboEl1x5aI · row ghboEl1x5aI

LAION-DISCO-12M

Modern Music (Reprise, 2019 Stereo Mix)

Listed as Be Bop Deluxe – Modern Music (Reprise, 2019 Stereo Mix) (Modern Music (Deluxe Edition)) · Watch on YouTube

youtube_video hYRQFxuIeSc · row hYRQFxuIeSc

LAION-DISCO-12M

Japan (2021 Remaster)

Listed as Be Bop Deluxe – Japan (2021 Remaster) (Drastic Plastic (Deluxe Edition)) · Watch on YouTube

youtube_video j8RMGtd_vE8 · row j8RMGtd_vE8

LAION-DISCO-12M

Honeymoon On Mars

Listed as Be Bop Deluxe – Honeymoon On Mars (Modern Music (Deluxe Edition)) · Watch on YouTube

youtube_video kQHDj3i4nKo · row kQHDj3i4nKo

LAION-DISCO-12M

Ships In The Night (2018 Stereo Mix)

Listed as Be Bop Deluxe – Ships In The Night (2018 Stereo Mix) (Sunburst Finish) · Watch on YouTube

youtube_video kSFXR-ixWf8 · row kSFXR-ixWf8

LAION-DISCO-12M

Lights

Listed as Be Bop Deluxe – Lights (Futurama (Remastered & Expanded)) · Watch on YouTube

youtube_video luqH2TMZu_A · row luqH2TMZu_A

LAION-DISCO-12M

Teenage Archangel

Listed as Be Bop Deluxe – Teenage Archangel (Axe Victim (Deluxe Edition)) · Watch on YouTube

youtube_video mSnFkv7FNJA · row mSnFkv7FNJA

LAION-DISCO-12M

Possession

Listed as Be Bop Deluxe – Possession (Drastic Plastic) · Watch on YouTube

youtube_video mkDmSKTlRkw · row mkDmSKTlRkw

LAION-DISCO-12M

Blue As a Jewel (2021 Remaster)

Listed as Be Bop Deluxe – Blue As a Jewel (2021 Remaster) (Drastic Plastic (Deluxe Edition)) · Watch on YouTube

youtube_video nOTy-hUZbwk · row nOTy-hUZbwk

LAION-DISCO-12M

Dangerous Stranger

Listed as Be Bop Deluxe – Dangerous Stranger (Drastic Plastic) · Watch on YouTube

youtube_video oxP9BSj_M14 · row oxP9BSj_M14

LAION-DISCO-12M

Maid In Heaven

Listed as Be Bop Deluxe – Maid In Heaven (Live! In The Air Age (Deluxe Edition)) · Watch on YouTube

youtube_video qjt8bsaYCpM · row qjt8bsaYCpM

LAION-DISCO-12M

Honeymoon On Mars (2019 Stereo Mix)

Listed as Be Bop Deluxe – Honeymoon On Mars (2019 Stereo Mix) (Modern Music (Deluxe Edition)) · Watch on YouTube

youtube_video rO7VRCOq1C8 · row rO7VRCOq1C8

LAION-DISCO-12M

Futurist Manifesto (2021 Remaster)

Listed as Be Bop Deluxe – Futurist Manifesto (2021 Remaster) (Drastic Plastic (Deluxe Edition)) · Watch on YouTube

youtube_video vXWf9qUSrzo · row vXWf9qUSrzo

LAION-DISCO-12M

Modern Music: Modern Music/Dancing In The Moonlight (All Alone)/Honeymoon On Mars/Lost In The Neon World/Dance Of The Uncle Sam Humanoids/Modern Music (Reprise) (BBC Radio1 "In Concert", Hammersmith Odeon, London, 2 October 1976)

Listed as Be Bop Deluxe – Modern Music: Modern Music/Dancing In The Moonlight (All Alone)/Honeymoon On Mars/Lost In The Neon World/Dance Of The Uncle Sam Humanoids/Modern Music (Reprise) (BBC Radio1 "In Concert", Hammersmith Odeon, London, 2 October 1976) (Modern Music (Deluxe Edition)) · Watch on YouTube

youtube_video yp06CzhaiNY · row yp06CzhaiNY

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.