Report Allen Bruce Ray built from the datasets alone

Yes. Allen Bruce Ray has 40 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 40

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 Some Deep Sounds: High Spirits Walnut Condor Cm Flute, Singing in the Cool Autumn Air: Stephen DeRuby Eastern Cedar Low Bb EZ-Anasazi Flute, Solitary Spaces: Laughing Crow Granadillo Em Flute

AudioSet 40 videos, 40 rows

Some Deep Sounds: High Spirits Walnut Condor Cm Flute

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

youtube_video -sSJXeMC0nA · row unbalanced_train:-sSJXeMC0nA:30:40

AudioSetunbalanced_train

Singing in the Cool Autumn Air: Stephen DeRuby Eastern Cedar Low Bb EZ-Anasazi Flute

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

youtube_video 0RHYjEmz14Q · row unbalanced_train:0RHYjEmz14Q:30:40

AudioSetunbalanced_train

Solitary Spaces: Laughing Crow Granadillo Em Flute

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

youtube_video 0gB3liqZO3Y · row unbalanced_train:0gB3liqZO3Y:30:40

AudioSetunbalanced_train

Time To Go: Coyote Oldman Eastern Cedar Gm Little Flute

Clip 50s to 60s · Open clip on YouTube · Labels: Music, Musical instrument, Wind instrument, woodwind instrument, Flute

youtube_video 23Z4Se9i7g8 · row unbalanced_train:23Z4Se9i7g8:50:60

AudioSetunbalanced_train

Hymn of Gratitude: Laughing Crow Waterfall Bubinga Gm Drone Flute

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

youtube_video 4KfIn-rRetc · row unbalanced_train:4KfIn-rRetc:30:40

AudioSetunbalanced_train

Crimson Tone: Laughing Crow Tulipwood F#m Flute

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

youtube_video 5FOyzHwJse8 · row unbalanced_train:5FOyzHwJse8:30:40

AudioSetunbalanced_train

Ode to Joy: Laughing Crow Eastern Cedar Am Flute

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

youtube_video 7co5a_nAn_4 · row unbalanced_train:7co5a_nAn_4:30:40

AudioSetunbalanced_train

Native American-style Flute & Bansuri: Jamming with Bikram Singh, Pune, India

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Musical instrument, Flute

youtube_video 8rrO4Hy9yKU · row unbalanced_train:8rrO4Hy9yKU:30:40

AudioSetunbalanced_train

Close at Hand: Laughing Crow Western Cedar F#m Flute

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

youtube_video 9CFQrLNOcXs · row unbalanced_train:9CFQrLNOcXs:30:40

AudioSetunbalanced_train

Face to Face: Laughing Crow Bird's-eye Maple Dm Drone Flute

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

youtube_video 9ZtbSC7ziM4 · row unbalanced_train:9ZtbSC7ziM4:30:40

AudioSetunbalanced_train

Native American-style Flute: Laughing Crow Low C Tunnel Improvisation

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

youtube_video DBXH2rdXg1c · row unbalanced_train:DBXH2rdXg1c:30:40

AudioSetunbalanced_train

Native American-style Flute: High Spirits F# Contrabass Tunnel Improvisation #2

Clip 30s to 40s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument, Flute

youtube_video Df6MIvEJ_0M · row unbalanced_train:Df6MIvEJ_0M:30:40

AudioSetunbalanced_train

Summer Longing: Laughing Crow Bird's-eye Maple Dm Drone Flute

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

youtube_video EP7jh88Ibj4 · row unbalanced_train:EP7jh88Ibj4:30:40

AudioSetunbalanced_train

F# Drone: Tunnel Ambience (1) - Native American-style Flute

Clip 20s to 30s · Open clip on YouTube · Labels: Music, Musical instrument, Wind instrument, woodwind instrument, Flute

youtube_video HOObl4Nv2zI · row unbalanced_train:HOObl4Nv2zI:20:30

AudioSetunbalanced_train

Scarborough Fair: Laughing Crow Eastern Cedar Dm Flute

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

youtube_video JU9Dn1DosTQ · row unbalanced_train:JU9Dn1DosTQ:30:40

AudioSetunbalanced_train

Low E Improv - Native American-style Flute in a Tunnel (2 of 10)

Clip 110s to 120s · Open clip on YouTube · Labels: Music, Musical instrument, Wind instrument, woodwind instrument, Flute

youtube_video JUYvIiKgDdU · row unbalanced_train:JUYvIiKgDdU:110:120

AudioSetunbalanced_train

Amazing Grace: Laughing Crow Eastern Cedar Dm Flute

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

youtube_video Lg6YWXkw55M · row unbalanced_train:Lg6YWXkw55M:30:40

AudioSetunbalanced_train

Solo Duet: Laughing Crow Bird's-eye Maple Dm Drone Flute

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Musical instrument, Wind instrument, woodwind instrument, Flute

youtube_video Lp8n2RxKeak · row unbalanced_train:Lp8n2RxKeak:30:40

AudioSetunbalanced_train

First Outing: Laughing Crow Waterfall Bubinga Gm Drone Flute

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

youtube_video NNsNbjFQYaM · row unbalanced_train:NNsNbjFQYaM:30:40

AudioSetunbalanced_train

Eastern Flavor: Laughing Crow Hawaiian Koa Em Flute

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

youtube_video PA-7AFvefqc · row unbalanced_train:PA-7AFvefqc:30:40

AudioSetunbalanced_train

Laughing Crow F# Flute - Museum Ampitheater Improv 4

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

youtube_video RjdmBH_1TpQ · row unbalanced_train:RjdmBH_1TpQ:30:40

AudioSetunbalanced_train

Going Home (Dvorak): Laughing Crow Eastern Cedar Dm Flute

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

youtube_video S6j-xOLEFc4 · row unbalanced_train:S6j-xOLEFc4:30:40

AudioSetunbalanced_train

Bruce & Laughing Crow: Friendly Duel in Am

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

youtube_video VAZ_2I6NK3M · row unbalanced_train:VAZ_2I6NK3M:30:40

AudioSetunbalanced_train

Gracias: Laughing Crow Grenadilla Em Flute

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

youtube_video WYBNz0f2qrQ · row unbalanced_train:WYBNz0f2qrQ:30:40

AudioSetunbalanced_train

Tunnel Visions: Laughing Crow Tiger Maple Gm Flute

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

youtube_video XLA-SXMsi9w · row unbalanced_train:XLA-SXMsi9w:30:40

AudioSetunbalanced_train

The Great Outdoors: Butch Hall Eastern Cedar Dm Flute

Clip 30s to 40s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument, Flute

youtube_video Y2j0UB1ZKUE · row unbalanced_train:Y2j0UB1ZKUE:30:40

AudioSetunbalanced_train

Yesterday: Laughing Crow Eastern Cedar Dm Flute

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

youtube_video bbzdd4y3N7A · row unbalanced_train:bbzdd4y3N7A:30:40

AudioSetunbalanced_train

I Remember: Laughing Crow Eastern Cedar Bm Flute

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

youtube_video cFbtoEqnaQs · row unbalanced_train:cFbtoEqnaQs:30:40

AudioSetunbalanced_train

More Deep Sounds - Native American-style Flute

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

youtube_video eXsv3-F6iCA · row unbalanced_train:eXsv3-F6iCA:30:40

AudioSetunbalanced_train

New Laughing Crow Native American-style Flutes - Western Cedar F#

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

youtube_video gHap6Wh1m28 · row unbalanced_train:gHap6Wh1m28:30:40

AudioSetunbalanced_train

Being Reflective in Tres Piedras: Laughing Crow Eastern Cedar Cm Flute

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

youtube_video gp1vCBuQ9aM · row unbalanced_train:gp1vCBuQ9aM:30:40

AudioSetunbalanced_train

Edelweiss: Laughing Crow Eastern Cedar Am Flute

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

youtube_video mYIJEVyKbdM · row unbalanced_train:mYIJEVyKbdM:30:40

AudioSetunbalanced_train

Suzanne Teng & Gilbert Levy World Flute Demonstration: Irish Low Whistle (4 of 8)

Clip 30s to 40s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument, Flute

youtube_video n6cRpG2SeTE · row unbalanced_train:n6cRpG2SeTE:30:40

AudioSetunbalanced_train

Then She Turned & Went Her Way: Laughing Crow Eastern Cedar Dm Flute

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

youtube_video oqLlPsY-MYo · row unbalanced_train:oqLlPsY-MYo:30:40

AudioSetunbalanced_train

Laughing Crow F# Flute - Museum Ampitheater Improv 1

Clip 30s to 40s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument, Flute

youtube_video p6rCLxSAWdE · row unbalanced_train:p6rCLxSAWdE:30:40

AudioSetunbalanced_train

Summer Cicadas: Laughing Crow Eastern Cedar Dm Flute

Clip 30s to 40s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument, Flute

youtube_video q4bNeBf_w_U · row unbalanced_train:q4bNeBf_w_U:30:40

AudioSetunbalanced_train

F# Drone Improv - Native American-style Flute in a Tunnel (8 of 10)

Clip 50s to 60s · Open clip on YouTube · Labels: Music, Musical instrument, Wind instrument, woodwind instrument, Flute

youtube_video qifvscY2Gok · row unbalanced_train:qifvscY2Gok:50:60

AudioSetunbalanced_train

When You & I Were Young, Maggie: Laughing Crow Eastern Cedar Dm Flute

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Musical instrument, Wind instrument, woodwind instrument, Flute

youtube_video sMcfpciDsk4 · row unbalanced_train:sMcfpciDsk4:30:40

AudioSetunbalanced_train

Bursting with Energy: Laughing Crow Waterfall Bubinga Gm Drone Flute

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

youtube_video xVzsjFFxu8k · row unbalanced_train:xVzsjFFxu8k:30:40

AudioSetunbalanced_train

Laughing Crow & Bruce: Flute Improv in F#m

Clip 30s to 40s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument, Flute

youtube_video zaex5bDLOuE · row unbalanced_train:zaex5bDLOuE:30:40

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

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Provenance

JSON export SHA-256 fa6c6a381341ffbae6d114364c02746ae02e40f612cecff0f49af95aa38df71a

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.