Report James ‘PJ’ Spraggins built from the datasets alone
This page only knows about the videos the datasets list. To check every upload on the channel:
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 PJ Spraggins And The Alesis DM10 Studio Kit
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 Let's Dance (feat. Melvin Miller), You're My Latest, Greatest Inspiration (feat. Darrell Spraggins), Grace & Mercy (feat. Melvin Butler)
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Listed as James PJ Spraggins – Let's Dance (feat. Melvin Miller) (Let's Dance) · Watch on YouTube
youtube_video -HVGHaYB0mk · row -HVGHaYB0mk
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – You're My Latest, Greatest Inspiration (feat. Darrell Spraggins) (Pure Logic) · Watch on YouTube
youtube_video 1Qebp8Ij-zw · row 1Qebp8Ij-zw
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Grace & Mercy (feat. Melvin Butler) (Up from Here) · Watch on YouTube
youtube_video 1SPj6fzxJSI · row 1SPj6fzxJSI
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Jingle Bells (St. Lucia Style) (Jingle Bells (St. Lucia Style)) · Watch on YouTube
youtube_video 2Hd382-e2IA · row 2Hd382-e2IA
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Nocturnal Drive (The Light of Day) · Watch on YouTube
youtube_video 3yq5qy_VGMc · row 3yq5qy_VGMc
LAION-DISCO-12M
Listed as James PJ Spraggins – Come to Jesus (Come to Jesus) · Watch on YouTube
youtube_video 60dsRrOO2pg · row 60dsRrOO2pg
LAION-DISCO-12M
Listed as James PJ Spraggins – If It Isn't Love (If It Isn't Love) · Watch on YouTube
youtube_video 6FQk0DIwHiI · row 6FQk0DIwHiI
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – God Is Good! (The Light of Day) · Watch on YouTube
youtube_video 7QxAHtM84H4 · row 7QxAHtM84H4
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Excited (The Light of Day) · Watch on YouTube
youtube_video 7xbavw7AZQQ · row 7xbavw7AZQQ
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Be Inspired (feat. LaRoy Bodiford) (Pure Logic) · Watch on YouTube
youtube_video 9YRhoikRCWo · row 9YRhoikRCWo
LAION-DISCO-12M
Listed as James PJ Spraggins, Kelley Oneal – Watermelon Man (Extended) (feat. Eric Essix) (Time to Heal) · Watch on YouTube
youtube_video 9fB3xmKxLd4 · row 9fB3xmKxLd4
LAION-DISCO-12M
Listed as James PJ Spraggins – Meantime Interlude (Time to Heal) · Watch on YouTube
youtube_video ADzwl_ZTkL8 · row ADzwl_ZTkL8
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Switch It Up (Drum Interlude) (Stick It Out) · Watch on YouTube
youtube_video ASR43pRqzuY · row ASR43pRqzuY
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Waiting in the Wings (Stick It Out) · Watch on YouTube
youtube_video Dt38s2yFaBs · row Dt38s2yFaBs
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Sweet Nita (The Light of Day) · Watch on YouTube
youtube_video E31d9HJOHX4 · row E31d9HJOHX4
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Isadore (The Light of Day) · Watch on YouTube
youtube_video EuF_6LaF_Ck · row EuF_6LaF_Ck
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Hark the Herald Angels Sing (feat. Caitlin Edwards) (Hark the Herald Angels Sing) · Watch on YouTube
youtube_video FtA84yzETkA · row FtA84yzETkA
LAION-DISCO-12M
Listed as James PJ Spraggins – Downtime (feat. Mike Burton & Melvin Jones) (Time to Heal) · Watch on YouTube
youtube_video H40BdySss_E · row H40BdySss_E
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Better Days (feat. Tracy Hamlin) (Pure Logic) · Watch on YouTube
youtube_video HyGzyfEh1Js · row HyGzyfEh1Js
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Grandma's Groove (feat. Gerald Albright, Kelley Oneal, Keith Williams & Kelvin Wooten) (Pure Logic) · Watch on YouTube
youtube_video J91QVmwNncs · row J91QVmwNncs
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Serenity (feat. Tracy Spraggins) (Pure Logic) · Watch on YouTube
youtube_video K61NuYN60So · row K61NuYN60So
LAION-DISCO-12M
Listed as James PJ Spraggins – Next Time (feat. Keith Williams) (Time to Heal) · Watch on YouTube
youtube_video QItN9Fj0E6U · row QItN9Fj0E6U
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – It's Another Day (Interlude) (feat. Hiawatha Spraggins) (Stick It Out) · Watch on YouTube
youtube_video S38ZxFj2Ah4 · row S38ZxFj2Ah4
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Day Dreamin' (The Light of Day) · Watch on YouTube
youtube_video S96aFfSohzk · row S96aFfSohzk
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Pure Logic (feat. Tyrone Jackson) (Pure Logic) · Watch on YouTube
youtube_video Ss_YmcMvFpo · row Ss_YmcMvFpo
LAION-DISCO-12M
Listed as James PJ Spraggins – 70x7 (feat. Frank McComb) (Time to Heal) · Watch on YouTube
youtube_video TW4jiQs1JXk · row TW4jiQs1JXk
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Treetops (feat. Kim Scott) (Pure Logic) · Watch on YouTube
youtube_video TlETgDTgXek · row TlETgDTgXek
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – The Light of Day (The Light of Day) · Watch on YouTube
youtube_video UXtWT0dt9Jw · row UXtWT0dt9Jw
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Stick It Out (feat. Eric Dubose) (Stick It Out) · Watch on YouTube
youtube_video W6a6hHpDruI · row W6a6hHpDruI
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Bounce Back (Stick It Out) · Watch on YouTube
youtube_video aRiD6qC8tHg · row aRiD6qC8tHg
LAION-DISCO-12M
Listed as James PJ Spraggins – Time to Heal (Reprise) (feat. Tracy Hamlin) (Time to Heal) · Watch on YouTube
youtube_video cTvy4bLipHY · row cTvy4bLipHY
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Bedtime Stories (The Light of Day) · Watch on YouTube
youtube_video cnErRamcCWo · row cnErRamcCWo
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Made a Change (feat. Hishonda Wilson & Derek Spraggins) (Pure Logic) · Watch on YouTube
youtube_video g1DT-LEDk7c · row g1DT-LEDk7c
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Blue Skies (feat. Kelley Oneal & Keith Williams) (Pure Logic) · Watch on YouTube
youtube_video hsgaBQOMA2M · row hsgaBQOMA2M
LAION-DISCO-12M
Listed as James PJ Spraggins – Yeah Interlude (feat. Kelley Oneal & Eric Essix) (Time to Heal) · Watch on YouTube
youtube_video jBxo2fuUOwE · row jBxo2fuUOwE
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Autumn Breeze (The Light of Day) · Watch on YouTube
youtube_video jGKrM-PSYwE · row jGKrM-PSYwE
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Down Memory Lane (feat. West Byrd) (Down Memory Lane) · Watch on YouTube
youtube_video kJwAZM9qB2U · row kJwAZM9qB2U
LAION-DISCO-12M
Listed as James PJ Spraggins – Interfunkylude (Time to Heal) · Watch on YouTube
youtube_video mSzanRGqhWo · row mSzanRGqhWo
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Keep It Movin' (Drum Interlude) (Stick It Out) · Watch on YouTube
youtube_video rN2aYRttnVo · row rN2aYRttnVo
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Up from Here (feat. Greg Manning & Eric Essix) (Up from Here) · Watch on YouTube
youtube_video ujpaj5gR8IM · row ujpaj5gR8IM
LAION-DISCO-12M
Listed as James PJ Spraggins – Bounce Back (Bounce Back) · Watch on YouTube
youtube_video vgrMnxGnu-o · row vgrMnxGnu-o
LAION-DISCO-12M
Listed as James PJ Spraggins – Time to Heal (feat. Kim Scott & Tracy Hamlin) (Time to Heal) · Watch on YouTube
youtube_video wVP8bN9ytZ4 · row wVP8bN9ytZ4
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Metamorphosis (feat. Phil Davis) (Metamorphosis) · Watch on YouTube
youtube_video z040jUOsftI · row z040jUOsftI
LAION-DISCO-12M
Listed as James 'PJ' Spraggins – Always the Same (feat. Shaun Judah, Hishonda Wilson & Norris Jones) (Pure Logic) · Watch on YouTube
youtube_video zf73JtCkEm8 · row zf73JtCkEm8
LAION-DISCO-12M
Clip 50s to 60s · Open clip on YouTube · Labels: Drum, Drum kit, Music, Musical instrument, Inside, small room
youtube_video HhOsVL1QPY4 · row unbalanced_train:HhOsVL1QPY4:50:60
AudioSetunbalanced_train
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 933233abe1f79c17d88a9e64016b014c61f27919acb1a5fe768a89f01d2d7d70
| 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.