Yes. Cocteau Twins has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 The Ghost Has No Home, Whales Tails, Calfskin Smack (Robert Elms BBC Session)

Listed under the artist name 150 songs in LAION-DISCO-12M

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

The Ghost Has No Home

Listed as Cocteau Twins, Harold Budd – The Ghost Has No Home (The Moon and the Melodies) · Watch on YouTube

youtube_video -Hxm5DphtOE · row -Hxm5DphtOE

LAION-DISCO-12M

Whales Tails

Listed as Cocteau Twins – Whales Tails (Victorialand) · Watch on YouTube

youtube_video 03ZPeJd-RSQ · row 03ZPeJd-RSQ

LAION-DISCO-12M

Calfskin Smack (Robert Elms BBC Session)

Listed as Cocteau Twins – Calfskin Smack (Robert Elms BBC Session) (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video 0yySy6jW2a0 · row 0yySy6jW2a0

LAION-DISCO-12M

Watchlar

Listed as Cocteau Twins – Watchlar (Iceblink Luck) · Watch on YouTube

youtube_video 1KXCa8tQ87M · row 1KXCa8tQ87M

LAION-DISCO-12M

Bloody And Blunt

Listed as Cocteau Twins, Harold Budd – Bloody And Blunt (The Moon and the Melodies) · Watch on YouTube

youtube_video 3JHKcR7Z8tg · row 3JHKcR7Z8tg

LAION-DISCO-12M

Love's Easy Tears

Listed as Cocteau Twins – Love's Easy Tears (Love's Easy Tears) · Watch on YouTube

youtube_video 64HXkOm_ppQ · row 64HXkOm_ppQ

LAION-DISCO-12M

Grail Overfloweth

Listed as Cocteau Twins – Grail Overfloweth (Garlands) · Watch on YouTube

youtube_video 6NL8gyIqIJk · row 6NL8gyIqIJk

LAION-DISCO-12M

Millimillenary

Listed as Cocteau Twins – Millimillenary (The Pink Opaque) · Watch on YouTube

youtube_video 7A1tXV95f2A · row 7A1tXV95f2A

LAION-DISCO-12M

Five Ten Fiftyfold

Listed as Cocteau Twins – Five Ten Fiftyfold (Head Over Heels) · Watch on YouTube

youtube_video 7PMKmWOyS3A · row 7PMKmWOyS3A

LAION-DISCO-12M

Garlands

Listed as Cocteau Twins – Garlands (Garlands) · Watch on YouTube

youtube_video 7vl-X-BQWcM · row 7vl-X-BQWcM

LAION-DISCO-12M

Memory Gongs

Listed as Cocteau Twins, Harold Budd – Memory Gongs (The Moon and the Melodies) · Watch on YouTube

youtube_video 81sosQxy3UE · row 81sosQxy3UE

LAION-DISCO-12M

Ella Megalast Burls Forever

Listed as Cocteau Twins – Ella Megalast Burls Forever (Blue Bell Knoll) · Watch on YouTube

youtube_video ARpW9Uy7KMw · row ARpW9Uy7KMw

LAION-DISCO-12M

In The Gold Dust Rush

Listed as Cocteau Twins – In The Gold Dust Rush (Head Over Heels) · Watch on YouTube

youtube_video D2h7G5GiaW4 · row D2h7G5GiaW4

LAION-DISCO-12M

The Itchy Glowbo Blow

Listed as Cocteau Twins – The Itchy Glowbo Blow (Blue Bell Knoll) · Watch on YouTube

youtube_video GJwPMuWSDGE · row GJwPMuWSDGE

LAION-DISCO-12M

Violaine

Listed as Cocteau Twins – Violaine (Milk & Kisses) · Watch on YouTube

youtube_video HeZGmWnFyQ4 · row HeZGmWnFyQ4

LAION-DISCO-12M

But I'm Not

Listed as Cocteau Twins – But I'm Not (Garlands) · Watch on YouTube

youtube_video JRQnM1Lv9V0 · row JRQnM1Lv9V0

LAION-DISCO-12M

Oomingmak

Listed as Cocteau Twins – Oomingmak (Victorialand) · Watch on YouTube

youtube_video Jig87Z0enIY · row Jig87Z0enIY

LAION-DISCO-12M

Calfskin Smack

Listed as Cocteau Twins – Calfskin Smack (Milk & Kisses) · Watch on YouTube

youtube_video KcMcZ_xjwT4 · row KcMcZ_xjwT4

LAION-DISCO-12M

Half-Gifts

Listed as Cocteau Twins – Half-Gifts (Milk & Kisses) · Watch on YouTube

youtube_video M4BS-2t64HQ · row M4BS-2t64HQ

LAION-DISCO-12M

Sigh's Smell of Farewell

Listed as Cocteau Twins – Sigh's Smell of Farewell (Love's Easy Tears) · Watch on YouTube

youtube_video NPi6sdzZgw0 · row NPi6sdzZgw0

LAION-DISCO-12M

For Phoebe Still A Baby

Listed as Cocteau Twins – For Phoebe Still A Baby (Blue Bell Knoll) · Watch on YouTube

youtube_video PkkmfGJwCTA · row PkkmfGJwCTA

LAION-DISCO-12M

Hitherto

Listed as Cocteau Twins – Hitherto (The Pink Opaque) · Watch on YouTube

youtube_video RkpN4s02Ld4 · row RkpN4s02Ld4

LAION-DISCO-12M

Ups

Listed as Cocteau Twins – Ups (Milk & Kisses) · Watch on YouTube

youtube_video SKIA3bOFGWk · row SKIA3bOFGWk

LAION-DISCO-12M

How To Bring A Blush To The Snow

Listed as Cocteau Twins – How To Bring A Blush To The Snow (Victorialand) · Watch on YouTube

youtube_video TqsHqY4oElU · row TqsHqY4oElU

LAION-DISCO-12M

Little Spacey

Listed as Cocteau Twins – Little Spacey (Victorialand) · Watch on YouTube

youtube_video _20iQfXCBBo · row _20iQfXCBBo

LAION-DISCO-12M

Aikea-Guinea

Listed as Cocteau Twins – Aikea-Guinea (Aikea-Guinea) · Watch on YouTube

youtube_video c4ypycEkZ-4 · row c4ypycEkZ-4

LAION-DISCO-12M

From the Flagstones

Listed as Cocteau Twins – From the Flagstones (The Pink Opaque) · Watch on YouTube

youtube_video cZCWZkp-oQg · row cZCWZkp-oQg

LAION-DISCO-12M

My Love Paramour

Listed as Cocteau Twins – My Love Paramour (Head Over Heels) · Watch on YouTube

youtube_video dOaZAn8y3IE · row dOaZAn8y3IE

LAION-DISCO-12M

Why Do You Love Me?

Listed as Cocteau Twins, Harold Budd – Why Do You Love Me? (The Moon and the Melodies) · Watch on YouTube

youtube_video hBm_9r1YAc4 · row hBm_9r1YAc4

LAION-DISCO-12M

Fluffy Tufts

Listed as Cocteau Twins – Fluffy Tufts (Victorialand) · Watch on YouTube

youtube_video iIZ8l4q12Qg · row iIZ8l4q12Qg

LAION-DISCO-12M

Ooze Out And Away, Onehow

Listed as Cocteau Twins, Harold Budd – Ooze Out And Away, Onehow (The Moon and the Melodies) · Watch on YouTube

youtube_video lA40eeVO2Pw · row lA40eeVO2Pw

LAION-DISCO-12M

Seekers Who Are Lovers (Mark Radcliffe BBC Session)

Listed as Cocteau Twins – Seekers Who Are Lovers (Mark Radcliffe BBC Session) (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video m4_XZbQ6U5Y · row m4_XZbQ6U5Y

LAION-DISCO-12M

Blood Bitch

Listed as Cocteau Twins – Blood Bitch (Garlands) · Watch on YouTube

youtube_video mGgvbxW_XKY · row mGgvbxW_XKY

LAION-DISCO-12M

The Thinner The Air

Listed as Cocteau Twins – The Thinner The Air (Victorialand) · Watch on YouTube

youtube_video mJmnKVL5ja0 · row mJmnKVL5ja0

LAION-DISCO-12M

Otterley

Listed as Cocteau Twins – Otterley (Treasure) · Watch on YouTube

youtube_video nmLJgh6yyoE · row nmLJgh6yyoE

LAION-DISCO-12M

Spooning Good Singing Gum

Listed as Cocteau Twins – Spooning Good Singing Gum (Blue Bell Knoll) · Watch on YouTube

youtube_video nyjwrAtNBQc · row nyjwrAtNBQc

LAION-DISCO-12M

Eyes Are Mosaics

Listed as Cocteau Twins, Harold Budd – Eyes Are Mosaics (The Moon and the Melodies) · Watch on YouTube

youtube_video rF-2VMcSPrs · row rF-2VMcSPrs

LAION-DISCO-12M

The Hollow Men

Listed as Cocteau Twins – The Hollow Men (Garlands) · Watch on YouTube

youtube_video rHTC2vrVjXw · row rHTC2vrVjXw

LAION-DISCO-12M

The Tinderbox (of A Heart)

Listed as Cocteau Twins – The Tinderbox (of A Heart) (Head Over Heels) · Watch on YouTube

youtube_video ruvZwrDLuhI · row ruvZwrDLuhI

LAION-DISCO-12M

Orange Appled

Listed as Cocteau Twins – Orange Appled (Love's Easy Tears) · Watch on YouTube

youtube_video syCbpUdi1zA · row syCbpUdi1zA

LAION-DISCO-12M

Athol-brose

Listed as Cocteau Twins – Athol-brose (Blue Bell Knoll) · Watch on YouTube

youtube_video szvzoyKnnmo · row szvzoyKnnmo

LAION-DISCO-12M

When Mama Was Moth

Listed as Cocteau Twins – When Mama Was Moth (Head Over Heels) · Watch on YouTube

youtube_video uO8_e4aUf-A · row uO8_e4aUf-A

LAION-DISCO-12M

Tishbite

Listed as Cocteau Twins – Tishbite (Milk & Kisses) · Watch on YouTube

youtube_video uoKPpoSWS1c · row uoKPpoSWS1c

LAION-DISCO-12M

Feet-like Fins

Listed as Cocteau Twins – Feet-like Fins (Victorialand) · Watch on YouTube

youtube_video wK193IE1FL8 · row wK193IE1FL8

LAION-DISCO-12M

Suckling The Mender

Listed as Cocteau Twins – Suckling The Mender (Blue Bell Knoll) · Watch on YouTube

youtube_video wZql2shKWQ0 · row wZql2shKWQ0

LAION-DISCO-12M

Essence

Listed as Cocteau Twins – Essence (Four-Calendar Cafe) · Watch on YouTube

youtube_video wapkK_i1bfE · row wapkK_i1bfE

LAION-DISCO-12M

Oil Of Angels

Listed as Cocteau Twins – Oil Of Angels (Four-Calendar Cafe) · Watch on YouTube

youtube_video yh5VpZbnyxU · row yh5VpZbnyxU

LAION-DISCO-12M

Throughout The Dark Months Of April And May

Listed as Cocteau Twins – Throughout The Dark Months Of April And May (Victorialand) · Watch on YouTube

youtube_video ynWMqKtfL_g · row ynWMqKtfL_g

LAION-DISCO-12M

Treasure Hiding

Listed as Cocteau Twins – Treasure Hiding (Milk & Kisses) · Watch on YouTube

youtube_video za5r35RSDDM · row za5r35RSDDM

LAION-DISCO-12M

The Spangle Maker

Listed as Cocteau Twins – The Spangle Maker (The Spangle Maker) · Watch on YouTube

youtube_video zmCx0pUzLKM · row zmCx0pUzLKM

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.