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 Do Your Research, Talking to God, Fade Away
Artist Bill Waves on YouTube Music
Yes. Bill Waves has 16 songs listed in a dataset used to train AI music models.
Listed under the artist name 16 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Do Your Research
Listed as Beedie, Bill Waves, Big Jerm – Do Your Research (U Had 2 Be There) · Watch on YouTube
youtube_video -oaPm50C2f4 · row -oaPm50C2f4
LAION-DISCO-12M
Talking to God
Listed as Beedie, Bill Waves – Talking to God (Ghost Bully) · Watch on YouTube
youtube_video 6f0O6t47B8s · row 6f0O6t47B8s
LAION-DISCO-12M
Fade Away
Listed as Beedie, Bill Waves – Fade Away (Ghost Bully) · Watch on YouTube
youtube_video DqqQIM-ZkIo · row DqqQIM-ZkIo
LAION-DISCO-12M
I Woke Up Today
Listed as Beedie, Bill Waves – I Woke Up Today (Ghost Bully) · Watch on YouTube
youtube_video P9JAZACMkpE · row P9JAZACMkpE
LAION-DISCO-12M
Piano Ghost Rises Again
Listed as Beedie, Bill Waves – Piano Ghost Rises Again (Ghost Bully) · Watch on YouTube
youtube_video QqIKp89BA-Q · row QqIKp89BA-Q
LAION-DISCO-12M
Sky's The Limit
Listed as Beedie, Bill Waves, Big Jerm – Sky's The Limit (U Had 2 Be There) · Watch on YouTube
youtube_video RUKTp5HMmwc · row RUKTp5HMmwc
LAION-DISCO-12M
Living Proof
Listed as Beedie, Bill Waves – Living Proof (Ghost Bully) · Watch on YouTube
youtube_video TbT9Z0qhx_Q · row TbT9Z0qhx_Q
LAION-DISCO-12M
1 to 10
Listed as Beedie, Bill Waves – 1 to 10 (Ghost Bully) · Watch on YouTube
youtube_video U8Uzk0MUBbA · row U8Uzk0MUBbA
LAION-DISCO-12M
Baby Blue, Pt. 2
Listed as Beedie, Bill Waves, Big Jerm – Baby Blue, Pt. 2 (U Had 2 Be There (Deluxe)) · Watch on YouTube
youtube_video _9NarwjV9ic · row _9NarwjV9ic
LAION-DISCO-12M
Odyssey (feat. Big Jerm)
Listed as Beedie, Bill Waves – Odyssey (feat. Big Jerm) (Odyssey) · Watch on YouTube
youtube_video a6vMI3rnDCg · row a6vMI3rnDCg
LAION-DISCO-12M
Sneaker Rotation
Listed as Beedie, Bill Waves, Big Jerm – Sneaker Rotation (U Had 2 Be There) · Watch on YouTube
youtube_video iDjhOcI4RIo · row iDjhOcI4RIo
LAION-DISCO-12M
GetGo
Listed as Beedie, Bill Waves, Big Jerm, Billy Hoyle – GetGo (GetGo) · Watch on YouTube
youtube_video kW8AmZgt7tw · row kW8AmZgt7tw
LAION-DISCO-12M
Brick Jagger Speaks (Intro)
Listed as Beedie, Bill Waves – Brick Jagger Speaks (Intro) (Ghost Bully) · Watch on YouTube
youtube_video ksJe37qmtxE · row ksJe37qmtxE
LAION-DISCO-12M
Learned To Hustle
Listed as Beedie, Bill Waves, Big Jerm – Learned To Hustle (U Had 2 Be There) · Watch on YouTube
youtube_video oJb-KV4Rgso · row oJb-KV4Rgso
LAION-DISCO-12M
Ghost Bully
Listed as Beedie, Bill Waves – Ghost Bully (Ghost Bully) · Watch on YouTube
youtube_video u5pxhMVCdQI · row u5pxhMVCdQI
LAION-DISCO-12M
I'm A Dog, Pt. 2
Listed as Beedie, Bill Waves, Big Jerm – I'm A Dog, Pt. 2 (U Had 2 Be There (Deluxe)) · Watch on YouTube
youtube_video y4hp2AYkBAA · row y4hp2AYkBAA
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.
- DLA Piper: Creation of music with generative AI may be copyright infringement (GEMA v Suno, LG München I, 42 O 763/25), 2026-08-28
- Music Business Worldwide: Warner Music Group settles with Suno, strikes first-of-its-kind deal, 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
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.
- 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.
- 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.
Is this you?
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.