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 Building a Model Glider Part2
Report Hotwire built from the datasets alone
Yes. Hotwire has 41 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 Waitin' for a Sign, Invisible, Someday
Listed under the artist name 41 songs in LAION-DISCO-12M
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Waitin' for a Sign
Listed as Hotwire – Waitin' for a Sign (Face Another Day) · Watch on YouTube
youtube_video -Wp99NmeY0c · row -Wp99NmeY0c
LAION-DISCO-12M
Invisible
Listed as Hotwire – Invisible (The Hotwire EP) · Watch on YouTube
youtube_video 0VS5DBnaTb4 · row 0VS5DBnaTb4
LAION-DISCO-12M
Someday
Listed as Hotwire – Someday (Hotwire) · Watch on YouTube
youtube_video 38mhBWRGy9Y · row 38mhBWRGy9Y
LAION-DISCO-12M
No Words
Listed as Hotwire – No Words (Face Another Day) · Watch on YouTube
youtube_video 3I09qXogCWE · row 3I09qXogCWE
LAION-DISCO-12M
Once in My Life
Listed as Hotwire – Once in My Life (Face Another Day) · Watch on YouTube
youtube_video 4UjJ0PK9Bi8 · row 4UjJ0PK9Bi8
LAION-DISCO-12M
Stay in Motion
Listed as Hotwire – Stay in Motion (Face Another Day) · Watch on YouTube
youtube_video 6fHMm5FRsUg · row 6fHMm5FRsUg
LAION-DISCO-12M
Under Your Skin
Listed as Hotwire – Under Your Skin (Face Another Day) · Watch on YouTube
youtube_video 7V3XEpkUXJ4 · row 7V3XEpkUXJ4
LAION-DISCO-12M
Reborn Again
Listed as Hotwire – Reborn Again (Got to Have You / Reborn Again) · Watch on YouTube
youtube_video 7fhg910vzhk · row 7fhg910vzhk
LAION-DISCO-12M
Got to Have You
Listed as Hotwire, Rollz – Got to Have You (Got to Have You / Reborn Again) · Watch on YouTube
youtube_video 8xJjRdCr6kE · row 8xJjRdCr6kE
LAION-DISCO-12M
Sometimes She Cries
Listed as Hotwire – Sometimes She Cries (Hotwire) · Watch on YouTube
youtube_video ATFfU_QgZPs · row ATFfU_QgZPs
LAION-DISCO-12M
Hot Love
Listed as Hotwire – Hot Love (Devil in disguise) · Watch on YouTube
youtube_video EuTKJO2U7zk · row EuTKJO2U7zk
LAION-DISCO-12M
Here I Am
Listed as Hotwire – Here I Am (Devil in disguise) · Watch on YouTube
youtube_video GbXkytljaAE · row GbXkytljaAE
LAION-DISCO-12M
Holdin' Back the Time
Listed as Hotwire – Holdin' Back the Time (Face Another Day) · Watch on YouTube
youtube_video IdTepKL-JSM · row IdTepKL-JSM
LAION-DISCO-12M
Midnight Romeo (Re-Recorded)
Listed as Hotwire – Midnight Romeo (Re-Recorded) (The Story so Far 1993 - 2023) · Watch on YouTube
youtube_video IeCgd8CYzS8 · row IeCgd8CYzS8
LAION-DISCO-12M
Feelings
Listed as Hotwire – Feelings (Devil in disguise) · Watch on YouTube
youtube_video Jb1bg6wU0WM · row Jb1bg6wU0WM
LAION-DISCO-12M
Is It Love
Listed as Hotwire – Is It Love (Hotwire) · Watch on YouTube
youtube_video MVIxmYCwyVU · row MVIxmYCwyVU
LAION-DISCO-12M
Devil In Disguise
Listed as Hotwire – Devil In Disguise (Devil in disguise) · Watch on YouTube
youtube_video NaDaGPZ9X4Y · row NaDaGPZ9X4Y
LAION-DISCO-12M
Lovin' Kind
Listed as Hotwire – Lovin' Kind (Hotwire) · Watch on YouTube
youtube_video Pkhf8lqfhgU · row Pkhf8lqfhgU
LAION-DISCO-12M
Face Another Day
Listed as Hotwire – Face Another Day (Face Another Day) · Watch on YouTube
youtube_video PpJAhx_OJpc · row PpJAhx_OJpc
LAION-DISCO-12M
Ride the Night Away
Listed as Hotwire – Ride the Night Away (Devil in disguise) · Watch on YouTube
youtube_video QsTDiOXK6u4 · row QsTDiOXK6u4
LAION-DISCO-12M
Neuro Girl
Listed as Hotwire – Neuro Girl (The Hotwire EP) · Watch on YouTube
youtube_video TdaovcoyM0Y · row TdaovcoyM0Y
LAION-DISCO-12M
Wonderland
Listed as Hotwire – Wonderland (Devil in disguise) · Watch on YouTube
youtube_video URip_ukwC64 · row URip_ukwC64
LAION-DISCO-12M
Escaping
Listed as Hotwire – Escaping (Devil in disguise) · Watch on YouTube
youtube_video XLJdRMEIOmo · row XLJdRMEIOmo
LAION-DISCO-12M
Closer to the Heart
Listed as Hotwire – Closer to the Heart (Face Another Day) · Watch on YouTube
youtube_video YZmyxRkCyL8 · row YZmyxRkCyL8
LAION-DISCO-12M
I Know
Listed as Hotwire – I Know (Devil in disguise) · Watch on YouTube
youtube_video ZTSR29p9oj8 · row ZTSR29p9oj8
LAION-DISCO-12M
Crying in the Night
Listed as Hotwire – Crying in the Night (Hotwire) · Watch on YouTube
youtube_video b-8BCccqDNM · row b-8BCccqDNM
LAION-DISCO-12M
Daddy's Angel
Listed as Hotwire – Daddy's Angel (Face Another Day) · Watch on YouTube
youtube_video cCbxYUaxcdA · row cCbxYUaxcdA
LAION-DISCO-12M
Skytrain
Listed as Hotwire – Skytrain (Devil in disguise) · Watch on YouTube
youtube_video dMmVpMir7es · row dMmVpMir7es
LAION-DISCO-12M
Save Me
Listed as Hotwire – Save Me (Face Another Day) · Watch on YouTube
youtube_video fJZQbQON6Vs · row fJZQbQON6Vs
LAION-DISCO-12M
Slam!
Listed as Hotwire – Slam! (Slam!) · Watch on YouTube
youtube_video fOWx5JfJlJ8 · row fOWx5JfJlJ8
LAION-DISCO-12M
Take Me to Your Heart
Listed as Hotwire – Take Me to Your Heart (Hotwire) · Watch on YouTube
youtube_video jHcCIRUk8dU · row jHcCIRUk8dU
LAION-DISCO-12M
Listen to Me
Listed as Hotwire – Listen to Me (Hotwire) · Watch on YouTube
youtube_video l-0ghaArFH4 · row l-0ghaArFH4
LAION-DISCO-12M
Heart of the Young
Listed as Hotwire – Heart of the Young (Hotwire) · Watch on YouTube
youtube_video mKtLwvE8Dtk · row mKtLwvE8Dtk
LAION-DISCO-12M
Waterfalls
Listed as Hotwire – Waterfalls (The Story so Far 1993 - 2023) · Watch on YouTube
youtube_video n2bbomPN98I · row n2bbomPN98I
LAION-DISCO-12M
Alone
Listed as Hotwire – Alone (Hotwire) · Watch on YouTube
youtube_video oXHT34xfWYA · row oXHT34xfWYA
LAION-DISCO-12M
Harder Every Day
Listed as Hotwire – Harder Every Day (Face Another Day) · Watch on YouTube
youtube_video pDcnx-3izBc · row pDcnx-3izBc
LAION-DISCO-12M
Tweaked
Listed as Hotwire – Tweaked (The Hotwire EP) · Watch on YouTube
youtube_video rN0OAJkE4rY · row rN0OAJkE4rY
LAION-DISCO-12M
Everytime You Want It
Listed as Hotwire – Everytime You Want It (Devil in disguise) · Watch on YouTube
youtube_video rkyKIGcNMk0 · row rkyKIGcNMk0
LAION-DISCO-12M
Clone
Listed as Hotwire – Clone (The Hotwire EP) · Watch on YouTube
youtube_video s6jMwk3R5XA · row s6jMwk3R5XA
LAION-DISCO-12M
Danger Is Calling (Re-Recorded)
Listed as Hotwire – Danger Is Calling (Re-Recorded) (The Story so Far 1993 - 2023) · Watch on YouTube
youtube_video uR_r0c1a_jI · row uR_r0c1a_jI
LAION-DISCO-12M
Talk to Me
Listed as Hotwire – Talk to Me (Hotwire) · Watch on YouTube
youtube_video x6gQm4v_wPA · row x6gQm4v_wPA
LAION-DISCO-12M
AudioSet 1 videos, 1 rows
Building a Model Glider Part2
Clip 80s to 90s · Open clip on YouTube · Labels: Drum and bass, Music
youtube_video JAFz208ic84 · row unbalanced_train:JAFz208ic84:80:90
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 f39a07ad0e3d08ca1c14b6b1f4dafb2d83e628f936f2c0c4aaf1a051862598f7
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.