video in AudioSet
A list of about a million ten-second YouTube clips, each labelled with the sounds in it, that Google published in 2017. Labs use it to train and test general audio and music models.
Including Breaking News - When I Leave This Town
Report Ben Davis built from the datasets alone
Yes. Ben Davis has 5 songs and 1 video listed in datasets used to train and test AI music models.
This page only knows about the videos the datasets list. To check every upload on the channel:
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 Will You Remember Me?, There's Nowhere to Go but Up!, It Never Was You
Listed under the artist name 5 songs in LAION-DISCO-12M
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Will You Remember Me?
Listed as Ben Davis, Kelli O'Hara – Will You Remember Me? (The Collegiate Chorale Presents: Knickerbocker Holiday) · Watch on YouTube
youtube_video 6fgTvCLoMK4 · row 6fgTvCLoMK4
LAION-DISCO-12M
There's Nowhere to Go but Up!
Listed as Ben Davis, Christopher Fitzgerald, 'Knickerbocker Holiday' Chorus – There's Nowhere to Go but Up! (The Collegiate Chorale Presents: Knickerbocker Holiday) · Watch on YouTube
youtube_video AetvNW_SIAQ · row AetvNW_SIAQ
LAION-DISCO-12M
It Never Was You
Listed as Ben Davis, Kelli O'Hara – It Never Was You (The Collegiate Chorale Presents: Knickerbocker Holiday) · Watch on YouTube
youtube_video EtDR969n6oI · row EtDR969n6oI
LAION-DISCO-12M
We Are Cut in Twain
Listed as Ben Davis, Kelli O'Hara – We Are Cut in Twain (The Collegiate Chorale Presents: Knickerbocker Holiday) · Watch on YouTube
youtube_video XMpfyg4Z_eg · row XMpfyg4Z_eg
LAION-DISCO-12M
Young People Think About Love
Listed as Kelli O'Hara, Ben Davis, David Garrison, Brad Oscar – Young People Think About Love (The Collegiate Chorale Presents: Knickerbocker Holiday) · Watch on YouTube
youtube_video Ylxw193yWS8 · row Ylxw193yWS8
LAION-DISCO-12M
AudioSet 1 videos, 1 rows
Breaking News - When I Leave This Town
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Exciting music
youtube_video l-86cFRb4Sk · row unbalanced_train:l-86cFRb4Sk:30:40
AudioSetunbalanced_train
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.
Keep a copy
Provenance
JSON export SHA-256 895f575189a17f13b7fa4b2ac82c69fa95ce82dcec4fe812d782d47acd59a1ec
Dataset versions indexed
| Dataset | File | Rows | Loaded | SHA-256 |
|---|---|---|---|---|
| audioset | balanced_train_segments.csv | 8,836 | 2026-09-24T10:30:36+00:00 | 3b83e5ff9ed72cfd… |
| audioset | eval_segments.csv | 7,848 | 2026-09-24T10:30:36+00:00 | f7055f53935f70e7… |
| audioset | unbalanced_train_segments.csv | 1,063,333 | 2026-09-24T10:30:43+00:00 | bb2dfd5e4f1ced39… |
| laion_disco_12m | train-00000-of-00005.parquet | 2,464,184 | 2026-09-24T12:18:19+00:00 | f8b1f0034f8f1e94… |
| laion_disco_12m | train-00001-of-00005.parquet | 2,464,183 | 2026-09-24T12:32:29+00:00 | 71d78ad14ee3f85d… |
| laion_disco_12m | train-00002-of-00005.parquet | 2,464,183 | 2026-09-24T12:49:06+00:00 | 0feba570a0e8e73c… |
| laion_disco_12m | train-00003-of-00005.parquet | 2,464,183 | 2026-09-24T13:06:37+00:00 | 21a77d99fd85ad2f… |
| laion_disco_12m | train-00004-of-00005.parquet | 2,464,183 | 2026-09-24T13:24:36+00:00 | 6ac5f59958b6b813… |
| musiccaps | musiccaps-public.csv | 5,521 | 2026-09-24T10:29:42+00:00 | 8cc109ac507b5e5a… |
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. This report is informational and is not legal advice. It shows that identifiers matching your work are present in the named public research datasets; it does not establish how any particular company used them. If you are the subject of this page and want it removed, see removals.