Yes. Julia Holter has 126 songs listed in a dataset used to train AI music models.

Used for training 126

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 Betsy on the Roof (Live at RAK), Betsy On The Roof (Echo Manor version), Moto Perpetuo

Listed under the artist name 126 songs in LAION-DISCO-12M

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

Betsy on the Roof (Live at RAK)

Listed as Julia Holter – Betsy on the Roof (Live at RAK) (In The Same Room) · Watch on YouTube

youtube_video 19gl58Bsaak · row 19gl58Bsaak

LAION-DISCO-12M

Betsy On The Roof (Echo Manor version)

Listed as Julia Holter – Betsy On The Roof (Echo Manor version) (Goddess Eyes) · Watch on YouTube

youtube_video 2-R1zy720XI · row 2-R1zy720XI

LAION-DISCO-12M

Moto Perpetuo

Listed as Julia Holter – Moto Perpetuo (4 Women No Cry Vol. 3) · Watch on YouTube

youtube_video 4Wf9D9jCoSE · row 4Wf9D9jCoSE

LAION-DISCO-12M

Minerals

Listed as Julia Holter – Minerals (4 Women No Cry Vol. 3) · Watch on YouTube

youtube_video 6dSrhDa4YOE · row 6dSrhDa4YOE

LAION-DISCO-12M

Goddess Eyes (Echo Manor version)

Listed as Julia Holter – Goddess Eyes (Echo Manor version) (Goddess Eyes) · Watch on YouTube

youtube_video 6mmrT19Nn_s · row 6mmrT19Nn_s

LAION-DISCO-12M

So Lillies

Listed as Julia Holter – So Lillies (Live Recordings) · Watch on YouTube

youtube_video B_shyiUfXJ8 · row B_shyiUfXJ8

LAION-DISCO-12M

Sea Calls Me Home (Live at RAK)

Listed as Julia Holter – Sea Calls Me Home (Live at RAK) (In The Same Room) · Watch on YouTube

youtube_video CUR923AUJ0E · row CUR923AUJ0E

LAION-DISCO-12M

Did You Attend?

Listed as Julia Holter – Did You Attend? (Live Recordings) · Watch on YouTube

youtube_video Cs_Rr3TkVh4 · row Cs_Rr3TkVh4

LAION-DISCO-12M

Neighbor Neighbor

Listed as Julia Holter – Neighbor Neighbor (4 Women No Cry Vol. 3) · Watch on YouTube

youtube_video DYTnQM-P2P4 · row DYTnQM-P2P4

LAION-DISCO-12M

Where Is The Money

Listed as Julia Holter – Where Is The Money (Never Rarely Sometimes Always (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video GiExmzYd5Z8 · row GiExmzYd5Z8

LAION-DISCO-12M

With Loue to Toune

Listed as Julia Holter – With Loue to Toune (Live Recordings) · Watch on YouTube

youtube_video K9cVIiMsIjw · row K9cVIiMsIjw

LAION-DISCO-12M

In the Green Wild (Live at RAK)

Listed as Julia Holter – In the Green Wild (Live at RAK) (In The Same Room) · Watch on YouTube

youtube_video R7F3mR61bv8 · row R7F3mR61bv8

LAION-DISCO-12M

Beast Wildest

Listed as Julia Holter – Beast Wildest (Live Recordings) · Watch on YouTube

youtube_video TnuUEyMIZ5Q · row TnuUEyMIZ5Q

LAION-DISCO-12M

Bus Ride Home

Listed as Julia Holter – Bus Ride Home (Never Rarely Sometimes Always (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video YguHN3XcGZ0 · row YguHN3XcGZ0

LAION-DISCO-12M

Keep Me Warm (Crèche)

Listed as Julia Holter – Keep Me Warm (Crèche) (For the Birds: The Birdsong Project, Vol. IV) · Watch on YouTube

youtube_video axyWfENz3RE · row axyWfENz3RE

LAION-DISCO-12M

Why We Come to Californy

Listed as Chris Kallmyer, Julia Holter – Why We Come to Californy (Rhyolite) · Watch on YouTube

youtube_video b4rBzt4i4KQ · row b4rBzt4i4KQ

LAION-DISCO-12M

Broken Orchestra

Listed as Julia Holter – Broken Orchestra (Suites for a Broken Orchestra) · Watch on YouTube

youtube_video b_k77y5xEgo · row b_k77y5xEgo

LAION-DISCO-12M

Betsy On the Roof

Listed as Julia Holter – Betsy On the Roof (Live Recordings) · Watch on YouTube

youtube_video bzjdpOY-2DI · row bzjdpOY-2DI

LAION-DISCO-12M

Subway Rides (Extended)

Listed as Julia Holter – Subway Rides (Extended) (Never Rarely Sometimes Always (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video cNyman_Czl0 · row cNyman_Czl0

LAION-DISCO-12M

Condemnation (Synth)

Listed as Julia Holter, Ramona Gonzalez, Nedelle Torrisi – Condemnation (Synth) (Condemnation) · Watch on YouTube

youtube_video d_3w1UXTX10 · row d_3w1UXTX10

LAION-DISCO-12M

Measure What More

Listed as Julia Holter – Measure What More (4 Women No Cry Vol. 3) · Watch on YouTube

youtube_video erIjaaRW0jw · row erIjaaRW0jw

LAION-DISCO-12M

City Appearing (Live at RAK)

Listed as Julia Holter – City Appearing (Live at RAK) (In The Same Room) · Watch on YouTube

youtube_video ip3KCRderTE · row ip3KCRderTE

LAION-DISCO-12M

Coyotes Of The Canyon

Listed as Julia Holter – Coyotes Of The Canyon (4 Women No Cry Vol. 3) · Watch on YouTube

youtube_video l9v7V2HNGcQ · row l9v7V2HNGcQ

LAION-DISCO-12M

Me Are More Than I Need

Listed as Julia Holter – Me Are More Than I Need (Live Recordings) · Watch on YouTube

youtube_video n6tAD2tkbWI · row n6tAD2tkbWI

LAION-DISCO-12M

Pushkin, Inconsolate

Listed as Julia Holter – Pushkin, Inconsolate (Live Recordings) · Watch on YouTube

youtube_video pZO2DnHKtv4 · row pZO2DnHKtv4

LAION-DISCO-12M

Lucette Stranded on the Island (Live at RAK)

Listed as Julia Holter – Lucette Stranded on the Island (Live at RAK) (In The Same Room) · Watch on YouTube

youtube_video yFky9Qd5VuI · row yFky9Qd5VuI

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.