Report retrorhythms built from the datasets alone

Yes. retrorhythms has 29 videos listed in datasets used to train and test AI models.

This page only knows about the videos the datasets list. To check every upload on the channel:

Used for training and testing 29

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 Ricky Jones - Love Finally Made It (1998 Real R&B/Pop), RIP Lynch ( Roger Troutman II ) — Magic Spell '89 R&B Music Video, Kenneth Mangram — What's Yo' Name (1995 R&B/Soul Music Video)

AudioSet 29 videos, 29 rows

Ricky Jones - Love Finally Made It (1998 Real R&B/Pop)

Clip 170s to 180s · Open clip on YouTube · Labels: Music, Rhythm and blues

youtube_video -bxlpjCW764 · row unbalanced_train:-bxlpjCW764:170:180

AudioSetunbalanced_train

RIP Lynch ( Roger Troutman II ) — Magic Spell '89 R&B Music Video

Clip 30s to 40s · Open clip on YouTube · Labels: Music

youtube_video 0LAzGg17W8Q · row unbalanced_train:0LAzGg17W8Q:30:40

AudioSetunbalanced_train

Kenneth Mangram — What's Yo' Name (1995 R&B/Soul Music Video)

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Soul music

youtube_video 1aJN2XqLMUI · row unbalanced_train:1aJN2XqLMUI:30:40

AudioSetunbalanced_train

Me singing @ Berklee Vocal Lab: Pia Zadora Song

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Male singing

youtube_video 4r43YmyhfHw · row unbalanced_train:4r43YmyhfHw:30:40

AudioSetunbalanced_train

Singing Billy Ocean's "Colour of Love" @ The Jewish Mother

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Male singing

youtube_video 6Qm09Sp4Caw · row unbalanced_train:6Qm09Sp4Caw:30:40

AudioSetunbalanced_train

Kasino with Millie Scott - Hopeless Romantic (1985 R&B Midnight Groove)

Clip 190s to 200s · Open clip on YouTube · Labels: Music, Rhythm and blues

youtube_video 9DXE7KE4res · row unbalanced_train:9DXE7KE4res:190:200

AudioSetunbalanced_train

RIP Brandi Wells — I Never Loved This Way ('80s R&B/Soul Ballad)

Clip 180s to 190s · Open clip on YouTube · Labels: Music

youtube_video EtnlQD1PDp8 · row unbalanced_train:EtnlQD1PDp8:180:190

AudioSetunbalanced_train

Gary Taylor - Compassion (1988 R&B video)

Clip 160s to 170s · Open clip on YouTube · Labels: Music of Asia, Music, Rhythm and blues

youtube_video FWOay3AKcgY · row unbalanced_train:FWOay3AKcgY:160:170

AudioSetunbalanced_train

Julia Nixon - Pull Back ('94 R&B/Soul/NJS)

Clip 40s to 50s · Open clip on YouTube · Labels: Funk, Music, Hip hop music, Soul music

youtube_video GFmPYXOaokY · row unbalanced_train:GFmPYXOaokY:40:50

AudioSetunbalanced_train

Force MD's - From the Back (Midnite Mix) (1995 R&B New Jack Ballad)

Clip 230s to 240s · Open clip on YouTube · Labels: Music of Asia, Electronic music, Music, Rhythm and blues

youtube_video JY0XV5hMoX0 · row unbalanced_train:JY0XV5hMoX0:230:240

AudioSetunbalanced_train

Singing Suddenly (Billy Ocean 80's Ballad) @ Ashford & Simpson's Sugar Bar, NYC

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Male singing

youtube_video LK4jHphrSco · row unbalanced_train:LK4jHphrSco:30:40

AudioSetunbalanced_train

Whistle - I Am ('92 New Jack Swing Video!)

Clip 190s to 200s · Open clip on YouTube · Labels: Singing, Music

youtube_video Oub6W-3fBmY · row unbalanced_train:Oub6W-3fBmY:190:200

AudioSetunbalanced_train

Arisa Muto — Nothing More Precious Than Love (Funky R&B/Soul)

Clip 220s to 230s · Open clip on YouTube · Labels: Funk, Music, Rhythm and blues

youtube_video P8Jk1uE8Qrk · row unbalanced_train:P8Jk1uE8Qrk:220:230

AudioSetunbalanced_train

Kathy Mathis — Men Have to Be Taught (1988 R&B/Soul Music Video)

Clip 150s to 160s · Open clip on YouTube · Labels: Music, Soul music

youtube_video QG0GNPgFcoE · row unbalanced_train:QG0GNPgFcoE:150:160

AudioSetunbalanced_train

Rachele Cappelli "Emotions" (1988 Pop/R&B)

Clip 30s to 40s · Open clip on YouTube · Labels: Music

youtube_video SyJkk8YJoqY · row unbalanced_train:SyJkk8YJoqY:30:40

AudioSetunbalanced_train

Pulse — Baby Love Ain't the Same ('82 Boogie/Soul/Funk)

Clip 70s to 80s · Open clip on YouTube · Labels: Funk, Music, Soul music

youtube_video TRSHE1OQl4I · row unbalanced_train:TRSHE1OQl4I:70:80

AudioSetunbalanced_train

Freddie Jackson LIVE — Rub Up Against You ('95 Soul/R&B)

Clip 250s to 260s · Open clip on YouTube · Labels: Singing, Music

youtube_video V2s1mh-FYjc · row unbalanced_train:V2s1mh-FYjc:250:260

AudioSetunbalanced_train

Ana — Before I Jump (1988 Pop Dance)

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Burst, pop

youtube_video VnYfYhq_TVw · row unbalanced_train:VnYfYhq_TVw:30:40

AudioSetunbalanced_train

Singing The Jets You Got It All (80's Ballad) Karaoke

Clip 70s to 80s · Open clip on YouTube · Labels: Singing, Music, Inside, large room or hall

youtube_video WswHrYVfzsY · row unbalanced_train:WswHrYVfzsY:70:80

AudioSetunbalanced_train

Ileana — Ay Ay Ay (Si Papi) [1990 Latin Dance-Pop]

Clip 40s to 50s · Open clip on YouTube · Labels: Music, Pop music

youtube_video X4rjkdXZdxA · row unbalanced_train:X4rjkdXZdxA:40:50

AudioSetunbalanced_train

Shirley Lewis - Realistic (1989 Pop/Dance video)

Clip 30s to 40s · Open clip on YouTube · Labels: Music

youtube_video Z-rdi2P0Wiw · row unbalanced_train:Z-rdi2P0Wiw:30:40

AudioSetunbalanced_train

80's Boogie/Soul: Motivation - Give the Gift of Music (1983)

Clip 100s to 110s · Open clip on YouTube · Labels: Funk, Music, Pop music

youtube_video ZpgFP6UVlqM · row unbalanced_train:ZpgFP6UVlqM:100:110

AudioSetunbalanced_train

Pia Zadora Performs Heartbeat of Love (1989)

Clip 30s to 40s · Open clip on YouTube · Labels: Music

youtube_video boHzfDEhb8Y · row unbalanced_train:boHzfDEhb8Y:30:40

AudioSetunbalanced_train

La La — Always (Rare '91 R&B Music Video)

Clip 50s to 60s · Open clip on YouTube · Labels: Music, Rhythm and blues

youtube_video e_Kx8NF-RJo · row unbalanced_train:e_Kx8NF-RJo:50:60

AudioSetunbalanced_train

'84 Boogie/Soul: Robert White - Hold Me Tight

Clip 300s to 310s · Open clip on YouTube · Labels: Music

youtube_video gu7ocYEeGGs · row unbalanced_train:gu7ocYEeGGs:300:310

AudioSetunbalanced_train

" Punch Me Baby " 90's R&B/Hip-Hop from Oakland

Clip 160s to 170s · Open clip on YouTube · Labels: Music, Hip hop music

youtube_video iRwE1mZebbM · row unbalanced_train:iRwE1mZebbM:160:170

AudioSetunbalanced_train

Peggi Blu - Tender Moments (1987 R&B/Soul)

Clip 260s to 270s · Open clip on YouTube · Labels: Music

youtube_video uvHiy31ZvNM · row unbalanced_train:uvHiy31ZvNM:260:270

AudioSetunbalanced_train

Sheryl Lee Ralph - I'm So Glad That We Met (1984 Pop/R&B Ballad, with pics) [Floating with the Tide]

Clip 110s to 120s · Open clip on YouTube · Labels: Music, Pop music, Rhythm and blues

youtube_video ychRu-c4UVo · row unbalanced_train:ychRu-c4UVo:110:120

AudioSetunbalanced_train

Rebbie Jackson Sings ' Home ' Live, 2011

Clip 100s to 110s · Open clip on YouTube · Labels: Singing, Music

youtube_video zPlClLrPYL8 · row unbalanced_train:zPlClLrPYL8:100:110

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.

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.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
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.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
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.
- Music Business Worldwide: Warner Music Group settles with Suno, 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

Keep a copy

Download the evidence (PDF) JSON Check another name

Share this page https://youtrained.com/r/retrorhythms-yt_UCF1ShT9gLuFWiM_Gt7zn8-Q

Provenance

JSON export SHA-256 89a69baa7fc2b17b7616575ebcf28cf74990fb3db65abcc221061932db092ec5

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.