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 Eggs and Their Shells, Frosty The Snowman, Great Spangled Fritillary

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.

Eggs and Their Shells

Listed as Cocteau Twins – Eggs and Their Shells (Echoes In A Shallow Bay) · Watch on YouTube

youtube_video -W5wL5igxhU · row -W5wL5igxhU

LAION-DISCO-12M

Frosty The Snowman

Listed as Cocteau Twins – Frosty The Snowman (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video 1VBfDOTFgNQ · row 1VBfDOTFgNQ

LAION-DISCO-12M

Great Spangled Fritillary

Listed as Cocteau Twins – Great Spangled Fritillary (Echoes In A Shallow Bay) · Watch on YouTube

youtube_video 3blrRgNYtS0 · row 3blrRgNYtS0

LAION-DISCO-12M

Flock Of Soul

Listed as Cocteau Twins – Flock Of Soul (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video 572phL9x6_E · row 572phL9x6_E

LAION-DISCO-12M

Ice Pulse

Listed as Cocteau Twins – Ice Pulse (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video 7DPPF3ikgxI · row 7DPPF3ikgxI

LAION-DISCO-12M

Half-Gifts (EP Version)

Listed as Cocteau Twins – Half-Gifts (EP Version) (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video 7PSRjragWTE · row 7PSRjragWTE

LAION-DISCO-12M

Sugar Hiccup

Listed as Cocteau Twins – Sugar Hiccup (Lullabies To Violaine (Volume One)) · Watch on YouTube

youtube_video 7kmLsZ4pQYs · row 7kmLsZ4pQYs

LAION-DISCO-12M

Alas Dies Laughing

Listed as Cocteau Twins – Alas Dies Laughing (Lullabies) · Watch on YouTube

youtube_video 91qkCreIstg · row 91qkCreIstg

LAION-DISCO-12M

Glass Candle Grenades

Listed as Cocteau Twins – Glass Candle Grenades (Head Over Heels) · Watch on YouTube

youtube_video B9mtq3knEWk · row B9mtq3knEWk

LAION-DISCO-12M

Quisquose

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

youtube_video BRZMN382ZXk · row BRZMN382ZXk

LAION-DISCO-12M

It's All But an Ark Lark

Listed as Cocteau Twins – It's All But an Ark Lark (Lullabies) · Watch on YouTube

youtube_video C8JZBiSMsEU · row C8JZBiSMsEU

LAION-DISCO-12M

Rilkean Heart (EP Version)

Listed as Cocteau Twins – Rilkean Heart (EP Version) (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video EXF_BjxWFcg · row EXF_BjxWFcg

LAION-DISCO-12M

Laughlines

Listed as Cocteau Twins – Laughlines (Peppermint Pig) · Watch on YouTube

youtube_video FpwnSAZssfI · row FpwnSAZssfI

LAION-DISCO-12M

Mud And Dark

Listed as Cocteau Twins – Mud And Dark (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video G1Wottz3Dhw · row G1Wottz3Dhw

LAION-DISCO-12M

Peppermint Pig (7" Version)

Listed as Cocteau Twins – Peppermint Pig (7" Version) (Peppermint Pig) · Watch on YouTube

youtube_video GXA7-6ThxK8 · row GXA7-6ThxK8

LAION-DISCO-12M

Aikea-Guinea

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

youtube_video H0at5t6UNTg · row H0at5t6UNTg

LAION-DISCO-12M

Pale Clouded White

Listed as Cocteau Twins – Pale Clouded White (Echoes In A Shallow Bay) · Watch on YouTube

youtube_video JP5EVzxrYtg · row JP5EVzxrYtg

LAION-DISCO-12M

Rococo

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

youtube_video LRNuiFEfjpE · row LRNuiFEfjpE

LAION-DISCO-12M

Round

Listed as Cocteau Twins – Round (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video LrZ-pMwoVY4 · row LrZ-pMwoVY4

LAION-DISCO-12M

Winter Wonderland

Listed as Cocteau Twins – Winter Wonderland (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video O8cxBTSGiJM · row O8cxBTSGiJM

LAION-DISCO-12M

Sultitan Itan

Listed as Cocteau Twins – Sultitan Itan (Tiny Dynamine) · Watch on YouTube

youtube_video P3-uo5HJnNI · row P3-uo5HJnNI

LAION-DISCO-12M

Because of Whirl-Jack

Listed as Cocteau Twins – Because of Whirl-Jack (Lullabies To Violaine (Volume One)) · Watch on YouTube

youtube_video PMJTCO_sJJc · row PMJTCO_sJJc

LAION-DISCO-12M

Melonella

Listed as Cocteau Twins – Melonella (Echoes In A Shallow Bay) · Watch on YouTube

youtube_video RorYZsxLEBQ · row RorYZsxLEBQ

LAION-DISCO-12M

Multifoiled

Listed as Cocteau Twins – Multifoiled (Head Over Heels) · Watch on YouTube

youtube_video Sj2IuLTBfRo · row Sj2IuLTBfRo

LAION-DISCO-12M

Mizake the Mizan

Listed as Cocteau Twins – Mizake the Mizan (Iceblink Luck) · Watch on YouTube

youtube_video SuY5pMrKyLQ · row SuY5pMrKyLQ

LAION-DISCO-12M

Eperdu (Remastered 2006)

Listed as Cocteau Twins – Eperdu (Remastered 2006) (Milk & Kisses) · Watch on YouTube

youtube_video TyLqfRCoUy4 · row TyLqfRCoUy4

LAION-DISCO-12M

Smile

Listed as Cocteau Twins – Smile (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video V16DO5Qmiuw · row V16DO5Qmiuw

LAION-DISCO-12M

Oomingmak (Instrumental)

Listed as Cocteau Twins – Oomingmak (Instrumental) (Cocteau Twins Singles Collection) · Watch on YouTube

youtube_video VUOu9rh3XYs · row VUOu9rh3XYs

LAION-DISCO-12M

High Monkey Monk

Listed as Cocteau Twins – High Monkey Monk (Cocteau Twins Singles Collection) · Watch on YouTube

youtube_video X-JyuCLWOI4 · row X-JyuCLWOI4

LAION-DISCO-12M

Fifty - Fifty Clown (Robert Elms BBC Session)

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

youtube_video XrBEOzB6Gsk · row XrBEOzB6Gsk

LAION-DISCO-12M

Dials

Listed as Cocteau Twins – Dials (Cocteau Twins Singles Collection) · Watch on YouTube

youtube_video YXY3EP5lbwk · row YXY3EP5lbwk

LAION-DISCO-12M

Hazel

Listed as Cocteau Twins – Hazel (Peppermint Pig) · Watch on YouTube

youtube_video YodIRekiW4U · row YodIRekiW4U

LAION-DISCO-12M

Three Swept

Listed as Cocteau Twins – Three Swept (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video ZIH5fgrMmVU · row ZIH5fgrMmVU

LAION-DISCO-12M

Primitive Heart

Listed as Cocteau Twins – Primitive Heart (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video ZKfKP2OESWE · row ZKfKP2OESWE

LAION-DISCO-12M

Summer-Blink

Listed as Cocteau Twins – Summer-Blink (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video ZQveAr0tTrY · row ZQveAr0tTrY

LAION-DISCO-12M

Pink Orange Red (EP Version)

Listed as Cocteau Twins – Pink Orange Red (EP Version) (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video aUQY28hLdCE · row aUQY28hLdCE

LAION-DISCO-12M

Tranquil Eye

Listed as Cocteau Twins – Tranquil Eye (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video fHHdUZUeH-Y · row fHHdUZUeH-Y

LAION-DISCO-12M

Feet Like Fins

Listed as Cocteau Twins – Feet Like Fins (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video feBTA6PKLD8 · row feBTA6PKLD8

LAION-DISCO-12M

Circling Girl

Listed as Cocteau Twins – Circling Girl (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video k9E9G5cBMOI · row k9E9G5cBMOI

LAION-DISCO-12M

An Elan

Listed as Cocteau Twins – An Elan (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video lItApolGOQg · row lItApolGOQg

LAION-DISCO-12M

Serpentskirt (Mark Radcliffe BBC Session)

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

youtube_video mOpPs6dWsUo · row mOpPs6dWsUo

LAION-DISCO-12M

Pepper-Tree

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

youtube_video mi77jonq5lA · row mi77jonq5lA

LAION-DISCO-12M

Kookaburra

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

youtube_video mp5ycb1Rx0A · row mp5ycb1Rx0A

LAION-DISCO-12M

Seekers Who Are Lovers (EP Version)

Listed as Cocteau Twins – Seekers Who Are Lovers (EP Version) (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video nKxRZc31hYQ · row nKxRZc31hYQ

LAION-DISCO-12M

Plain Tiger

Listed as Cocteau Twins – Plain Tiger (Tiny Dynamine) · Watch on YouTube

youtube_video qt7n6hOA1Gc · row qt7n6hOA1Gc

LAION-DISCO-12M

Ribbed and Veined

Listed as Cocteau Twins – Ribbed and Veined (Tiny Dynamine) · Watch on YouTube

youtube_video uDx_Ns-oNp4 · row uDx_Ns-oNp4

LAION-DISCO-12M

Cherry Coloured Funk (Seefeel Remix)

Listed as Cocteau Twins – Cherry Coloured Funk (Seefeel Remix) (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video uJi0MEE8iNw · row uJi0MEE8iNw

LAION-DISCO-12M

Wax And Wane (Remixed)

Listed as Cocteau Twins – Wax And Wane (Remixed) (The Pink Opaque) · Watch on YouTube

youtube_video vNGZ0c50QSA · row vNGZ0c50QSA

LAION-DISCO-12M

Feathers Oar-Blades

Listed as Cocteau Twins – Feathers Oar-Blades (Lullabies) · Watch on YouTube

youtube_video wlvrYUAs6Qg · row wlvrYUAs6Qg

LAION-DISCO-12M

Touch Upon Touch (Volume Magazine Version)

Listed as Cocteau Twins – Touch Upon Touch (Volume Magazine Version) (Treasure Hiding: The Fontana Years) · Watch on YouTube

youtube_video zvQETC82qoE · row zvQETC82qoE

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.