Report Robert DeVito built from the datasets alone
This page only knows about the videos the datasets list. To check every upload on the channel:
videos 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 Fromel Seraph Chorus Pedal Demo by Bobby DeVito Boss Dimension C DC-2 clone, Bobby DeVito demo Blackout Effectors Mantra Overdrive low gain settings, Dr Scientist Cosmichorus v2 demo by Bobby DeVito
video in MusicCaps
A set of 5,521 ten-second music clips from YouTube, each with a written description, that Google published in 2023. It is the standard test set for text-to-music models.
Including Fromel Seraph Chorus Pedal Demo by Bobby DeVito Boss Dimension C DC-2 clone
Clip 50s to 60s · Open clip on YouTube · Labels: Effects unit, Music, Chorus effect, Plucked string instrument
youtube_video uoee1ikakWY · row eval:uoee1ikakWY:50:60
AudioSeteval
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Speech
youtube_video 1op_wcgRnJw · row unbalanced_train:1op_wcgRnJw:30:40
AudioSetunbalanced_train
Clip 340s to 350s · Open clip on YouTube · Labels: Effects unit, Guitar, Music, Plucked string instrument, Distortion
youtube_video 7X4HZmBzM9A · row unbalanced_train:7X4HZmBzM9A:340:350
AudioSetunbalanced_train
Clip 60s to 70s · Open clip on YouTube · Labels: Echo, Effects unit, Guitar, Music, Musical instrument, Speech, Plucked string instrument
youtube_video 7k4v7oGvJ4A · row unbalanced_train:7k4v7oGvJ4A:60:70
AudioSetunbalanced_train
Clip 290s to 300s · Open clip on YouTube · Labels: Effects unit, Guitar, Music, Plucked string instrument
youtube_video IGvu3FaqzlQ · row unbalanced_train:IGvu3FaqzlQ:290:300
AudioSetunbalanced_train
Clip 150s to 160s · Open clip on YouTube · Labels: Guitar, Music, Musical instrument, Plucked string instrument
youtube_video d4Gn9hliyr4 · row unbalanced_train:d4Gn9hliyr4:150:160
AudioSetunbalanced_train
Clip 330s to 340s · Open clip on YouTube · Labels: Effects unit, Guitar, Music, Speech, Distortion
youtube_video hsWPNSli47M · row unbalanced_train:hsWPNSli47M:330:340
AudioSetunbalanced_train
Clip 50s to 60s · Open clip on YouTube · Labels: Music, Musical instrument, Speech, Inside, small room
youtube_video k-NhwwXmsss · row unbalanced_train:k-NhwwXmsss:50:60
AudioSetunbalanced_train
Clip 110s to 120s · Open clip on YouTube · Labels: Effects unit, Guitar, Music, Musical instrument, Speech, Plucked string instrument, Distortion
youtube_video ukSgiOeifSY · row unbalanced_train:ukSgiOeifSY:110:120
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Speech
youtube_video vtWfEVSuktg · row unbalanced_train:vtWfEVSuktg:30:40
AudioSetunbalanced_train
Clip 10s to 20s · Open clip on YouTube · Labels: Guitar, Music, Musical instrument, Speech, Plucked string instrument
youtube_video xPmBgaKOLdU · row unbalanced_train:xPmBgaKOLdU:10:20
AudioSetunbalanced_train
“This is an amateur low-resolution recording of an electric guitar with the chorus pedal effect. The player keeps on strumming chords to show the effect of the pedal. This piece could be used as an old-fashioned rock guitar sample for a beat.”
Clip 50s to 60s · Open clip on YouTube
youtube_video uoee1ikakWY · row uoee1ikakWY:50:60
MusicCaps
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.
3 routes. None is a guarantee.
JSON export SHA-256 318a377da70bb5a403b659bf7b73a2aa0d111bd130f273d845331a404ecb0073
| 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.