Yes. Half Waif has 76 songs listed in a dataset used to train AI music models.

Used for training 76

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 Fortress (Piano Version), Severed Logic (Steve Hauschildt Remix), Stutter Stop

Listed under the artist name 76 songs in LAION-DISCO-12M

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

Fortress (Piano Version)

Listed as Half Waif – Fortress (Piano Version) (Portraits) · Watch on YouTube

youtube_video 0iu6zD_MIt0 · row 0iu6zD_MIt0

LAION-DISCO-12M

Severed Logic (Steve Hauschildt Remix)

Listed as Half Waif – Severed Logic (Steve Hauschildt Remix) (Severed Logic (Steve Hauschildt Remix)) · Watch on YouTube

youtube_video 4kwXW0XyNQQ · row 4kwXW0XyNQQ

LAION-DISCO-12M

Stutter Stop

Listed as Half Waif – Stutter Stop (Probable Depths) · Watch on YouTube

youtube_video 5GFPjTd9Mbo · row 5GFPjTd9Mbo

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Tactilian

Listed as Half Waif – Tactilian (Probable Depths) · Watch on YouTube

youtube_video 5yClG1p4E1o · row 5yClG1p4E1o

LAION-DISCO-12M

Harvest

Listed as Half Waif – Harvest (Kotekan) · Watch on YouTube

youtube_video 64dtP9OJxmI · row 64dtP9OJxmI

LAION-DISCO-12M

Cyclone

Listed as Sandunes, Half Waif – Cyclone (The Ground Beneath Her Feet) · Watch on YouTube

youtube_video 9r3OtDS2xMo · row 9r3OtDS2xMo

LAION-DISCO-12M

Parts

Listed as Half Waif – Parts (Lavender) · Watch on YouTube

youtube_video AC6HqJh49KQ · row AC6HqJh49KQ

LAION-DISCO-12M

Night Heat

Listed as Half Waif – Night Heat (form/a) · Watch on YouTube

youtube_video BGKPrcrepDo · row BGKPrcrepDo

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Window Place

Listed as Half Waif – Window Place (The Caretaker) · Watch on YouTube

youtube_video Lfb6BB4k6dU · row Lfb6BB4k6dU

LAION-DISCO-12M

Offering

Listed as Half Waif – Offering (Suites for a Broken Orchestra) · Watch on YouTube

youtube_video Lvz4y4DB4z8 · row Lvz4y4DB4z8

LAION-DISCO-12M

Ceremonial

Listed as Half Waif – Ceremonial (Kotekan) · Watch on YouTube

youtube_video OdwQEXF8Qd8 · row OdwQEXF8Qd8

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Know Your Body

Listed as Half Waif – Know Your Body (Probable Depths) · Watch on YouTube

youtube_video TNsnFfyS7xU · row TNsnFfyS7xU

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Overthrown

Listed as Half Waif – Overthrown (Probable Depths) · Watch on YouTube

youtube_video XUTEyh4RpdI · row XUTEyh4RpdI

LAION-DISCO-12M

Normandy

Listed as Half Waif – Normandy (Kotekan) · Watch on YouTube

youtube_video _VNcfFQLsuM · row _VNcfFQLsuM

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Probable Depths

Listed as Half Waif – Probable Depths (Probable Depths) · Watch on YouTube

youtube_video gav4DXqDhhA · row gav4DXqDhhA

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The Operator

Listed as Half Waif – The Operator (Kotekan) · Watch on YouTube

youtube_video hp-AcxfNqEo · row hp-AcxfNqEo

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And Then They Grow

Listed as Half Waif – And Then They Grow (Kotekan) · Watch on YouTube

youtube_video jEVhb6M_Izk · row jEVhb6M_Izk

LAION-DISCO-12M

Octave

Listed as Half Waif – Octave (Kotekan) · Watch on YouTube

youtube_video m9hbBTsoweY · row m9hbBTsoweY

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All My Armor

Listed as Half Waif – All My Armor (Kotekan) · Watch on YouTube

youtube_video nLFrcoaeLCk · row nLFrcoaeLCk

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Brace

Listed as Half Waif – Brace (The Caretaker) · Watch on YouTube

youtube_video oR_XjbSFqXQ · row oR_XjbSFqXQ

LAION-DISCO-12M

Lapsing

Listed as Half Waif – Lapsing (The Caretaker) · Watch on YouTube

youtube_video pYCy-o3owFU · row pYCy-o3owFU

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Low Blind

Listed as Half Waif – Low Blind (Kotekan) · Watch on YouTube

youtube_video qzZOLk_Drdo · row qzZOLk_Drdo

LAION-DISCO-12M

Back in Brooklyn (Gigi Masin Remix)

Listed as Half Waif – Back in Brooklyn (Gigi Masin Remix) (Back in Brooklyn (Gigi Masin Remix)) · Watch on YouTube

youtube_video r9B6PASZOY8 · row r9B6PASZOY8

LAION-DISCO-12M

Magic Trick

Listed as Half Waif – Magic Trick (form/a) · Watch on YouTube

youtube_video tjK_qo-8CUw · row tjK_qo-8CUw

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Wave

Listed as Half Waif – Wave (form/a) · Watch on YouTube

youtube_video uVQsYuGXInA · row uVQsYuGXInA

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Cerulean

Listed as Half Waif – Cerulean (form/a) · Watch on YouTube

youtube_video xKFtHg1T8fo · row xKFtHg1T8fo

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.