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 Secret Love, Canadian Sunset, By the Sea
Artist Earl Klugh on YouTube Music
Yes. Earl Klugh has 158 songs listed in a dataset used to train AI music models.
Listed under the artist name 158 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Secret Love
Listed as Earl Klugh Trio – Secret Love (Earl Klugh Trio Volume 2: Sounds And Visions) · Watch on YouTube
youtube_video 1X67xGbgGBA · row 1X67xGbgGBA
LAION-DISCO-12M
Canadian Sunset
Listed as Earl Klugh – Canadian Sunset (The Spice Of Life) · Watch on YouTube
youtube_video 2xYlzmfHxr0 · row 2xYlzmfHxr0
LAION-DISCO-12M
By the Sea
Listed as Earl Klugh – By the Sea (Sudden Burst Of Energy) · Watch on YouTube
youtube_video ArizMgTUfAw · row ArizMgTUfAw
LAION-DISCO-12M
Back In Central Park
Listed as Earl Klugh – Back In Central Park (Best Of Earl Klugh, Vol. 2) · Watch on YouTube
youtube_video j60Rd3c-8aQ · row j60Rd3c-8aQ
LAION-DISCO-12M
Take it from the Top
Listed as Earl Klugh – Take it from the Top (Wishful Thinking) · Watch on YouTube
youtube_video rlmWzQaBt6U · row rlmWzQaBt6U
LAION-DISCO-12M
Lucy's World
Listed as Earl Klugh – Lucy's World (The Spice Of Life) · Watch on YouTube
youtube_video vraFTv7DFuU · row vraFTv7DFuU
LAION-DISCO-12M
Now and Again (feat. Roberta Flack)
Listed as Earl Klugh – Now and Again (feat. Roberta Flack) (Peculiar Situation) · Watch on YouTube
youtube_video w99cGWmLwnY · row w99cGWmLwnY
LAION-DISCO-12M
The Highway Song
Listed as EARL KLUGH – The Highway Song (Move) · Watch on YouTube
youtube_video z3InsY4iF-8 · row z3InsY4iF-8
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.