Report Justin Ward 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 Have Yourself A Merry Little Christmas-Smooth Sax
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 Hello (Sax Instrumental) (Instrumental), Lockdown, What Do You Mean (Sax Instrumental) (Instrumental)
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Listed as Justin Ward – Hello (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video 1QHHCsUkDrY · row 1QHHCsUkDrY
LAION-DISCO-12M
Listed as Justin Ward – Lockdown (Lockdown) · Watch on YouTube
youtube_video 1pi3OUxGsDs · row 1pi3OUxGsDs
LAION-DISCO-12M
Listed as Justin Ward – What Do You Mean (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video 1syRT7P9yBc · row 1syRT7P9yBc
LAION-DISCO-12M
Listed as Justin Ward – No Greater Love (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video 2kTMwHnin6U · row 2kTMwHnin6U
LAION-DISCO-12M
Listed as Justin Ward – This I Promise You (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video 3HndQd7JL8M · row 3HndQd7JL8M
LAION-DISCO-12M
Listed as Justin Ward – Love Yourself (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video 63d_Zf-Njuc · row 63d_Zf-Njuc
LAION-DISCO-12M
Listed as Justin Ward – Let It Go [Sax Instrumental] (Instrumental) (feat. Imanuel Junaedy) (Justin Ward) · Watch on YouTube
youtube_video 6DXfYIbNn3Q · row 6DXfYIbNn3Q
LAION-DISCO-12M
Listed as Justin Ward – Lay Me Down (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video 84_6ob7xwzM · row 84_6ob7xwzM
LAION-DISCO-12M
Listed as Justin Ward – We Don't Talk Anymore [Sax Instrumental] (Instrumental) (feat. Desmond Amos) (Justin Ward) · Watch on YouTube
youtube_video 8uN4L_5RMZ4 · row 8uN4L_5RMZ4
LAION-DISCO-12M
Listed as Justin Ward, Tariq Pijning – Slow Dancing in a Burning Room (Slow Dancing in a Burning Room) · Watch on YouTube
youtube_video 9eue-Sl0axc · row 9eue-Sl0axc
LAION-DISCO-12M
Listed as Justin Ward – Paralyzed (feat. Matt Moore) (Justin Ward) · Watch on YouTube
youtube_video Ag-ywT8H5CI · row Ag-ywT8H5CI
LAION-DISCO-12M
Listed as Justin Ward – Dance With My Father (Dance With My Father) · Watch on YouTube
youtube_video BI9XmIiNdhc · row BI9XmIiNdhc
LAION-DISCO-12M
Listed as Justin Ward – Love Me Like You Do (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video DRazK8TuFdo · row DRazK8TuFdo
LAION-DISCO-12M
Listed as Justin Ward – Come to Jesus (Come to Jesus) · Watch on YouTube
youtube_video EBSos5dNnVg · row EBSos5dNnVg
LAION-DISCO-12M
Listed as Justin Ward – Good for You (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video EHOZlssOFYs · row EHOZlssOFYs
LAION-DISCO-12M
Listed as Justin Ward – Pillow Talk [Sax Instrumental] (Instrumental) (feat. Kyle Marshall) (Justin Ward) · Watch on YouTube
youtube_video EMfIwu-6Rec · row EMfIwu-6Rec
LAION-DISCO-12M
Listed as Justin Ward – Free Fallin' (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video IoQXxj9sjqU · row IoQXxj9sjqU
LAION-DISCO-12M
Listed as Justin Ward – You're Gonna Live Forever in Me (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video J1Zd-D39v2I · row J1Zd-D39v2I
LAION-DISCO-12M
Listed as Justin Ward – Let Me Love You (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video JUuLlNdqPAM · row JUuLlNdqPAM
LAION-DISCO-12M
Listed as Justin Ward – Oh My God (Oh My God) · Watch on YouTube
youtube_video KY70PF8idAM · row KY70PF8idAM
LAION-DISCO-12M
Listed as Justin Ward – Will I Lose My Dignity (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video KeWAFdTQSSM · row KeWAFdTQSSM
LAION-DISCO-12M
Listed as Justin Ward – Gravity (Gravity) · Watch on YouTube
youtube_video MJVnMY1f9h0 · row MJVnMY1f9h0
LAION-DISCO-12M
Listed as Justin Ward – Too Good at Goodbyes (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video N8uCNZekdxU · row N8uCNZekdxU
LAION-DISCO-12M
Listed as Justin Ward – Fix You (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video OXXd35D4kDo · row OXXd35D4kDo
LAION-DISCO-12M
Listed as Justin Ward – Let Me Down Slowly (Let Me Down Slowly) · Watch on YouTube
youtube_video QTkU8fbKCqw · row QTkU8fbKCqw
LAION-DISCO-12M
Listed as Justin Ward – Pretty Wings (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video QZoN71GB7F8 · row QZoN71GB7F8
LAION-DISCO-12M
Listed as Justin Ward – When We Were Young (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video RVjnn7NWwU4 · row RVjnn7NWwU4
LAION-DISCO-12M
Listed as Justin Ward – Everything I Wanted (Everything I Wanted) · Watch on YouTube
youtube_video SUQQ2HxQhp8 · row SUQQ2HxQhp8
LAION-DISCO-12M
Listed as Justin Ward – See You Again (Justin Ward) · Watch on YouTube
youtube_video S_LJDwje0xk · row S_LJDwje0xk
LAION-DISCO-12M
Listed as Justin Ward – Titanium (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video TTbG8cvW0TE · row TTbG8cvW0TE
LAION-DISCO-12M
Listed as Justin Ward – Let It Go (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video Wll_7v-DE4o · row Wll_7v-DE4o
LAION-DISCO-12M
Listed as Justin Ward – Maneater (Maneater) · Watch on YouTube
youtube_video WxuAGXc84W4 · row WxuAGXc84W4
LAION-DISCO-12M
Listed as Justin Ward – In Christ Alone (Justin Ward) · Watch on YouTube
youtube_video XphFYM559TQ · row XphFYM559TQ
LAION-DISCO-12M
Listed as Justin Ward – Perfect (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video YLHVUs44T7I · row YLHVUs44T7I
LAION-DISCO-12M
Listed as Justin Ward – Unaware (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video Z8XnsHk8Kog · row Z8XnsHk8Kog
LAION-DISCO-12M
Listed as Justin Ward – Electric (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video Za99nV5U8b8 · row Za99nV5U8b8
LAION-DISCO-12M
Listed as Justin Ward – Someone You Loved (Someone You Loved) · Watch on YouTube
youtube_video abrbZVzwMrk · row abrbZVzwMrk
LAION-DISCO-12M
Listed as Justin Ward – A Thousand Years (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video afrYjyQ8ujQ · row afrYjyQ8ujQ
LAION-DISCO-12M
Listed as Justin Ward – Amazing Grace My Chains Are Gone (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video ctTwjVWbNfI · row ctTwjVWbNfI
LAION-DISCO-12M
Listed as Justin Ward – Love Me Harder (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video dPsSbDnoMss · row dPsSbDnoMss
LAION-DISCO-12M
Listed as Justin Ward – I Won't Give Up (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video dQrpA4fzlfU · row dQrpA4fzlfU
LAION-DISCO-12M
Listed as Justin Ward – Everglow Acoustic (Everglow Acoustic) · Watch on YouTube
youtube_video hG2dAAD1_nU · row hG2dAAD1_nU
LAION-DISCO-12M
Listed as Justin Ward – Versace on the Floor (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video hIpm2gJniQM · row hIpm2gJniQM
LAION-DISCO-12M
Listed as Justin Ward – Easy On Me (Easy On Me) · Watch on YouTube
youtube_video l-N_SND85JU · row l-N_SND85JU
LAION-DISCO-12M
Listed as Justin Ward – You and I (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video msv1C15G-Gs · row msv1C15G-Gs
LAION-DISCO-12M
Listed as Justin Ward – Best Part of Me (Best Part of Me) · Watch on YouTube
youtube_video nHzf1snt7I4 · row nHzf1snt7I4
LAION-DISCO-12M
Listed as Justin Ward – Photograph (Justin Ward) · Watch on YouTube
youtube_video pM45oeWMgJQ · row pM45oeWMgJQ
LAION-DISCO-12M
Listed as Justin Ward – Beauty and the Beast (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video p_K5feGzl5A · row p_K5feGzl5A
LAION-DISCO-12M
Listed as Justin Ward – Thinking Out Loud (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video qfSYnavI1ro · row qfSYnavI1ro
LAION-DISCO-12M
Listed as Justin Ward – For Good (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video rO5VOoemETo · row rO5VOoemETo
LAION-DISCO-12M
Listed as Justin Ward – Hotline Bling (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video sgrdhtd9w_Q · row sgrdhtd9w_Q
LAION-DISCO-12M
Listed as Justin Ward – Eyes on Me (Eyes on Me) · Watch on YouTube
youtube_video w5dUXayhboo · row w5dUXayhboo
LAION-DISCO-12M
Listed as Justin Ward – Attention (Instrumental) (Attention) · Watch on YouTube
youtube_video wBZedwwGn-E · row wBZedwwGn-E
LAION-DISCO-12M
Listed as Justin Ward – I Love You (I Love You) · Watch on YouTube
youtube_video x3EFGbKRv6k · row x3EFGbKRv6k
LAION-DISCO-12M
Listed as Justin Ward – Mirrors (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video x9M7Gol9SHc · row x9M7Gol9SHc
LAION-DISCO-12M
Listed as Justin Ward – Helium (Sax Instrumental) (Instrumental) (Justin Ward) · Watch on YouTube
youtube_video zkitew84zXs · row zkitew84zXs
LAION-DISCO-12M
Clip 10s to 20s · Open clip on YouTube · Labels: Brass instrument, Saxophone
youtube_video HZYhq70jXjE · row unbalanced_train:HZYhq70jXjE:10:20
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 f535a5bfcd8bc7ebdd6669a90f9ca0b3efe3d84649c0ca684c8d6152c310dc73
| 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.