Yes. Waterdeep 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Including Hello, Joseph (The Angel), All of Us, On a Night That Felt Outdated

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.

Hello, Joseph (The Angel)

Listed as Waterdeep – Hello, Joseph (The Angel) (The Unusual Tale of Mary & Joseph’s Baby (Songs from the Musical)) · Watch on YouTube

youtube_video -vz2CqNfkds · row -vz2CqNfkds

LAION-DISCO-12M

All of Us

Listed as Waterdeep – All of Us (Moment) · Watch on YouTube

youtube_video 0oA2CeQWsC0 · row 0oA2CeQWsC0

LAION-DISCO-12M

On a Night That Felt Outdated

Listed as Waterdeep – On a Night That Felt Outdated (To Chase Away the Birds) · Watch on YouTube

youtube_video 18VPBSqBw3g · row 18VPBSqBw3g

LAION-DISCO-12M

Already Gone

Listed as Waterdeep – Already Gone (Tandem) · Watch on YouTube

youtube_video 1EerSi9rlno · row 1EerSi9rlno

LAION-DISCO-12M

Just a Jew (Joseph)

Listed as Waterdeep – Just a Jew (Joseph) (The Unusual Tale of Mary & Joseph’s Baby (Songs from the Musical)) · Watch on YouTube

youtube_video 2I0IIHru-aU · row 2I0IIHru-aU

LAION-DISCO-12M

Pretty as a Flying Machine

Listed as Waterdeep – Pretty as a Flying Machine (Waterdeep) · Watch on YouTube

youtube_video 2afWcNNc3xE · row 2afWcNNc3xE

LAION-DISCO-12M

The Razor Light

Listed as Waterdeep – The Razor Light (Waterdeep Live at the New Earth) · Watch on YouTube

youtube_video 4yNGx5FjDWw · row 4yNGx5FjDWw

LAION-DISCO-12M

You Showing up Here

Listed as Waterdeep – You Showing up Here (Tandem) · Watch on YouTube

youtube_video 5PqD_BhV8zs · row 5PqD_BhV8zs

LAION-DISCO-12M

I'm Afraid I'm Not Supposed to Be Like This

Listed as Waterdeep – I'm Afraid I'm Not Supposed to Be Like This (Sink or Swim) · Watch on YouTube

youtube_video 71WyPAHfcNI · row 71WyPAHfcNI

LAION-DISCO-12M

Go

Listed as Waterdeep – Go (Sink or Swim) · Watch on YouTube

youtube_video A6SqdSzAHX4 · row A6SqdSzAHX4

LAION-DISCO-12M

Stranger in This Land

Listed as Waterdeep – Stranger in This Land (Everyone's Beautiful) · Watch on YouTube

youtube_video AfjtUTVRU18 · row AfjtUTVRU18

LAION-DISCO-12M

To Chase Away the Birds

Listed as Waterdeep – To Chase Away the Birds (To Chase Away the Birds) · Watch on YouTube

youtube_video EhQHwHaUQkw · row EhQHwHaUQkw

LAION-DISCO-12M

Okay, Okay, Yeah

Listed as Waterdeep – Okay, Okay, Yeah (Pink and Blue) · Watch on YouTube

youtube_video F0M-dwql4JI · row F0M-dwql4JI

LAION-DISCO-12M

Walls & Talls Shadows

Listed as Waterdeep – Walls & Talls Shadows (Everyone's Beautiful) · Watch on YouTube

youtube_video FDYeKzYMAkw · row FDYeKzYMAkw

LAION-DISCO-12M

We Made It Out

Listed as Waterdeep – We Made It Out (Tandem) · Watch on YouTube

youtube_video FQjAlj9PFQo · row FQjAlj9PFQo

LAION-DISCO-12M

Everybody's Guilty

Listed as Waterdeep – Everybody's Guilty (Waterdeep Live at the New Earth) · Watch on YouTube

youtube_video FY_WVyEmE9Q · row FY_WVyEmE9Q

LAION-DISCO-12M

Love Is Always There

Listed as Waterdeep – Love Is Always There (Waterdeep) · Watch on YouTube

youtube_video FZzKx7MWglY · row FZzKx7MWglY

LAION-DISCO-12M

Down at the Riverside

Listed as Waterdeep – Down at the Riverside (Sink or Swim) · Watch on YouTube

youtube_video J_e6N4Niqdo · row J_e6N4Niqdo

LAION-DISCO-12M

This Is Now

Listed as Waterdeep – This Is Now (Tandem) · Watch on YouTube

youtube_video JgGS0CdrYAM · row JgGS0CdrYAM

LAION-DISCO-12M

Walking for a Living

Listed as Waterdeep – Walking for a Living (Tandem) · Watch on YouTube

youtube_video JtowK60XldM · row JtowK60XldM

LAION-DISCO-12M

One O'clock

Listed as Waterdeep – One O'clock (Tandem) · Watch on YouTube

youtube_video ORZFuUXupEk · row ORZFuUXupEk

LAION-DISCO-12M

Scared

Listed as Waterdeep – Scared (Waterdeep Live at the New Earth) · Watch on YouTube

youtube_video P4tilM9xvtM · row P4tilM9xvtM

LAION-DISCO-12M

Whether or Not

Listed as Waterdeep – Whether or Not (Waterdeep Live at the New Earth) · Watch on YouTube

youtube_video P_aSBrEDeiQ · row P_aSBrEDeiQ

LAION-DISCO-12M

Everyone You Know

Listed as Waterdeep – Everyone You Know (Waterdeep) · Watch on YouTube

youtube_video SzvtOIWLD4c · row SzvtOIWLD4c

LAION-DISCO-12M

Be This Way

Listed as Waterdeep – Be This Way (Moment) · Watch on YouTube

youtube_video UTt7VmdInII · row UTt7VmdInII

LAION-DISCO-12M

Get Me Clear

Listed as Waterdeep – Get Me Clear (To Chase Away the Birds) · Watch on YouTube

youtube_video Us4HKlHnlw4 · row Us4HKlHnlw4

LAION-DISCO-12M

You

Listed as Waterdeep – You (Waterdeep Live 3.26.03- Muncie, In) · Watch on YouTube

youtube_video VlStLZp6Y50 · row VlStLZp6Y50

LAION-DISCO-12M

Two Gunslingers

Listed as Waterdeep – Two Gunslingers (Waterdeep Live 3.26.03- Muncie, In) · Watch on YouTube

youtube_video WHJ3Zc2AQmE · row WHJ3Zc2AQmE

LAION-DISCO-12M

Do the Dance

Listed as Waterdeep – Do the Dance (Pink and Blue) · Watch on YouTube

youtube_video YZRIPmGcenU · row YZRIPmGcenU

LAION-DISCO-12M

Blessing

Listed as Waterdeep – Blessing (Tandem) · Watch on YouTube

youtube_video _Er8yY01Whw · row _Er8yY01Whw

LAION-DISCO-12M

Lonely Sometimes

Listed as Waterdeep – Lonely Sometimes (Sink or Swim) · Watch on YouTube

youtube_video cqj-3rJK-Y0 · row cqj-3rJK-Y0

LAION-DISCO-12M

Stay By Your Side

Listed as Waterdeep – Stay By Your Side (No Doubt of Sunshine) · Watch on YouTube

youtube_video fBmKytep2Yc · row fBmKytep2Yc

LAION-DISCO-12M

900 Miles

Listed as Waterdeep – 900 Miles (Waterdeep Live 3.26.03- Muncie, In) · Watch on YouTube

youtube_video gR6lYtbDt60 · row gR6lYtbDt60

LAION-DISCO-12M

Hardened

Listed as Waterdeep – Hardened (To Chase Away the Birds) · Watch on YouTube

youtube_video lhQgovSCpkE · row lhQgovSCpkE

LAION-DISCO-12M

Legend of Vertigo

Listed as Waterdeep – Legend of Vertigo (Sink or Swim) · Watch on YouTube

youtube_video mZUZmBVbRzM · row mZUZmBVbRzM

LAION-DISCO-12M

Lying in History

Listed as Waterdeep – Lying in History (Pink and Blue) · Watch on YouTube

youtube_video nS5aXhQFJTc · row nS5aXhQFJTc

LAION-DISCO-12M

Bull

Listed as Waterdeep – Bull (Waterdeep) · Watch on YouTube

youtube_video oZSJbN8Mb94 · row oZSJbN8Mb94

LAION-DISCO-12M

Gospel Train

Listed as Waterdeep – Gospel Train (Waterdeep Live at the New Earth) · Watch on YouTube

youtube_video ovuLH2HUdA8 · row ovuLH2HUdA8

LAION-DISCO-12M

Great Disappointment

Listed as Waterdeep – Great Disappointment (Waterdeep) · Watch on YouTube

youtube_video pFPiGp8h9NU · row pFPiGp8h9NU

LAION-DISCO-12M

Back Together Again

Listed as Waterdeep – Back Together Again (No Doubt of Sunshine) · Watch on YouTube

youtube_video pdMctXoFNTQ · row pdMctXoFNTQ

LAION-DISCO-12M

Happy

Listed as Waterdeep – Happy (Moment) · Watch on YouTube

youtube_video s2wfS89shpM · row s2wfS89shpM

LAION-DISCO-12M

Secret Lives

Listed as Waterdeep – Secret Lives (Waterdeep Live 3.26.03- Muncie, In) · Watch on YouTube

youtube_video sRjWAppUcnI · row sRjWAppUcnI

LAION-DISCO-12M

No One Told You

Listed as Waterdeep – No One Told You (Sink or Swim) · Watch on YouTube

youtube_video snUrqJWadeU · row snUrqJWadeU

LAION-DISCO-12M

Man, I'm Gonna Sing

Listed as Waterdeep – Man, I'm Gonna Sing (Waterdeep Live 3.26.03- Muncie, In) · Watch on YouTube

youtube_video uG_ih88Llxg · row uG_ih88Llxg

LAION-DISCO-12M

It's Alright

Listed as Waterdeep – It's Alright (No Doubt of Sunshine) · Watch on YouTube

youtube_video v7jvmT9ckfw · row v7jvmT9ckfw

LAION-DISCO-12M

You Lay Me Down

Listed as Waterdeep – You Lay Me Down (To Chase Away the Birds) · Watch on YouTube

youtube_video v7t0WwxGuO8 · row v7t0WwxGuO8

LAION-DISCO-12M

Holy

Listed as Waterdeep – Holy (Waterdeep Live at the New Earth) · Watch on YouTube

youtube_video wj1lRp9g490 · row wj1lRp9g490

LAION-DISCO-12M

Sweet River Roll

Listed as Waterdeep – Sweet River Roll (To Chase Away the Birds) · Watch on YouTube

youtube_video x86R7uZERIk · row x86R7uZERIk

LAION-DISCO-12M

Whether or Not

Listed as Waterdeep – Whether or Not (Waterdeep Live 3.26.03- Muncie, In) · Watch on YouTube

youtube_video yM7m7AjARDc · row yM7m7AjARDc

LAION-DISCO-12M

Call It a Dance

Listed as Waterdeep – Call It a Dance (No Doubt of Sunshine) · Watch on YouTube

youtube_video zFbmhXcvOS8 · row zFbmhXcvOS8

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.