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 Lulu - Shout!
Report Natalie Carr built from the datasets alone
Yes. Natalie Carr has 17 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 Wasted Potential, Blue Lights, Bad Side
Listed under the artist name 17 songs in LAION-DISCO-12M
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Wasted Potential
Listed as Natalie Carr – Wasted Potential (Wasted Potential) · Watch on YouTube
youtube_video 6q6nyCHCf90 · row 6q6nyCHCf90
LAION-DISCO-12M
Blue Lights
Listed as Natalie Carr – Blue Lights (Blue Lights) · Watch on YouTube
youtube_video 8o1-2vKBzaY · row 8o1-2vKBzaY
LAION-DISCO-12M
Bad Side
Listed as Natalie Carr – Bad Side (Bad Side) · Watch on YouTube
youtube_video AW45eZw7N-c · row AW45eZw7N-c
LAION-DISCO-12M
SEVEN2TWO
Listed as Natalie Carr – SEVEN2TWO (SEVEN2TWO) · Watch on YouTube
youtube_video CAJrGEsivDY · row CAJrGEsivDY
LAION-DISCO-12M
Drive
Listed as Natalie Carr – Drive (Drive) · Watch on YouTube
youtube_video EchfT7u9dSk · row EchfT7u9dSk
LAION-DISCO-12M
Cowboy (DARK HORSE VERSION)
Listed as Natalie Carr – Cowboy (DARK HORSE VERSION) (Cowboy (DARK HORSE VERSION)) · Watch on YouTube
youtube_video JlaqqeBnOFo · row JlaqqeBnOFo
LAION-DISCO-12M
Talk About You
Listed as Natalie Carr – Talk About You (Heard Well Collection, Vol. 19) · Watch on YouTube
youtube_video Op7RSHcz-2k · row Op7RSHcz-2k
LAION-DISCO-12M
Blood Bind (feat. RILEY)
Listed as Natalie Carr – Blood Bind (feat. RILEY) (Blood Bind) · Watch on YouTube
youtube_video PQV_GcIQrrE · row PQV_GcIQrrE
LAION-DISCO-12M
Sad Little Rant
Listed as Natalie Carr – Sad Little Rant (Sad Little Rant) · Watch on YouTube
youtube_video SKy_dye8pKU · row SKy_dye8pKU
LAION-DISCO-12M
Apple Pie
Listed as Natalie Carr – Apple Pie (Apple Pie) · Watch on YouTube
youtube_video ZWa3xyE0AU0 · row ZWa3xyE0AU0
LAION-DISCO-12M
Scraped Knees
Listed as Natalie Carr – Scraped Knees (Scraped Knees) · Watch on YouTube
youtube_video kMjHhbB03hY · row kMjHhbB03hY
LAION-DISCO-12M
Fate
Listed as Natalie Carr – Fate (Fate) · Watch on YouTube
youtube_video kPaGq8sH9Ps · row kPaGq8sH9Ps
LAION-DISCO-12M
All My Plants Are Dead
Listed as Natalie Carr – All My Plants Are Dead (All My Plants Are Dead) · Watch on YouTube
youtube_video li7piHB1-OM · row li7piHB1-OM
LAION-DISCO-12M
Cowboy (Sped-Up)
Listed as Natalie Carr – Cowboy (Sped-Up) (Cowboy (Sped-Up)) · Watch on YouTube
youtube_video tJWCEIJiSaQ · row tJWCEIJiSaQ
LAION-DISCO-12M
Cowboy
Listed as Natalie Carr – Cowboy (Cowboy) · Watch on YouTube
youtube_video uVr3EF6hm6A · row uVr3EF6hm6A
LAION-DISCO-12M
Used
Listed as Natalie Carr – Used (Used) · Watch on YouTube
youtube_video yTER_Bd2gBk · row yTER_Bd2gBk
LAION-DISCO-12M
GUCCI STORE
Listed as Thriller Records, Natalie Carr, R I L E Y – GUCCI STORE (CHANGES) · Watch on YouTube
youtube_video ycmrcLQI5DA · row ycmrcLQI5DA
LAION-DISCO-12M
AudioSet 1 videos, 1 rows
Lulu - Shout!
Clip 90s to 100s · Open clip on YouTube · Labels: Music, Soul music
youtube_video yzri0XsoNzI · row unbalanced_train:yzri0XsoNzI:90:100
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 b667741581f75f8e396db0f985b24d2583e9fc237870146afdb94313f36cafc2
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.