Report ESEA built from the datasets alone

Yes. ESEA has 38 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 38

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 Echo Fox sgares vs Luminosity Gaming Sick 4K AWP During Save Round on de_dust2 (ECS Season 1), Fnatic Krimz 1 vs 4 Team Liquid Clutch on de_mirage - Crazy AK-47 Spray Control, Liquid Hiko vs Mousesports - CS: GO Galil Frags - The Clutchmaster

AudioSet 38 videos, 38 rows

Echo Fox sgares vs Luminosity Gaming Sick 4K AWP During Save Round on de_dust2 (ECS Season 1)

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

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

AudioSetunbalanced_train

Fnatic Krimz 1 vs 4 Team Liquid Clutch on de_mirage - Crazy AK-47 Spray Control

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

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

AudioSetunbalanced_train

Liquid Hiko vs Mousesports - CS: GO Galil Frags - The Clutchmaster

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

youtube_video 3aFH595YKRk · row unbalanced_train:3aFH595YKRk:30:40

AudioSetunbalanced_train

CS: GO Eco Spray Defense by Cloud 9 Shroud vs Coast

Clip 14s to 24s · Open clip on YouTube · Labels: Music

youtube_video 44taGKZxZlU · row unbalanced_train:44taGKZxZlU:14:24

AudioSetunbalanced_train

CS:GO Pro Guide: Nova Shotgun Jump Shot Secrets, Recoil Control, Spray Pattern & Damage Analysis

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

youtube_video 8QrbC84Byxc · row unbalanced_train:8QrbC84Byxc:30:40

AudioSetunbalanced_train

How NiP Friberg's Inner Spirit Breaker Sounds by Fifflaren

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

youtube_video BzKC6wQN-Iw · row unbalanced_train:BzKC6wQN-Iw:30:40

AudioSetunbalanced_train

CS: GO 8/29/13 Update: Name Tags, Chicken Nerfed, Deagle Flipping Sound

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

youtube_video CoyltpVV2o8 · row unbalanced_train:CoyltpVV2o8:30:40

AudioSetunbalanced_train

Cloud 9 Shroud vs Team Liquid: The Crazy CS: GO Deagle

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

youtube_video D4FH8hBQpWQ · row unbalanced_train:D4FH8hBQpWQ:30:40

AudioSetunbalanced_train

ESEA ESL Pro League: Liquid Hiko vs Follow eSports 4K Pistol Round, 1 vs 3 Clutch, Finishes 23-4

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

youtube_video DCHN5hQn6Gw · row unbalanced_train:DCHN5hQn6Gw:30:40

AudioSetunbalanced_train

CS:GO Death by Chicken by iBUYPOWER Skadoodle vs Recursive @ DreamHack $250,000

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

youtube_video DCUYTPXBF9I · row unbalanced_train:DCUYTPXBF9I:30:40

AudioSetunbalanced_train

CS:GO 11/6/13 Update: Steam & Twitch Link, C4 Plant & Pickup Sound, Demo Player

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

youtube_video E7hyKUsPJW0 · row unbalanced_train:E7hyKUsPJW0:30:40

AudioSetunbalanced_train

Counter-Strike Top 10 Pro Players @ ESEA League Invite Season 12 on de_mirage

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

youtube_video F4mJCRyI7Zk · row unbalanced_train:F4mJCRyI7Zk:190:200

AudioSetunbalanced_train

Incredible CS: GO AK-47 Spray Control by ESEA Open Player HonorBound Konwich vs portLANd

Clip 14s to 24s · Open clip on YouTube · Labels: Music

youtube_video F54ikiP-agI · row unbalanced_train:F54ikiP-agI:14:24

AudioSetunbalanced_train

CS: GO Amateur Player Feature: Closet Ragers ohNoes vs Carrier Pigeon Cartel on de_dust2

Clip 23s to 33s · Open clip on YouTube · Labels: Music

youtube_video FbVS6Z7Vpvs · row unbalanced_train:FbVS6Z7Vpvs:23:33

AudioSetunbalanced_train

IEM Katowice Qualifier - Liquid Hiko vs Tempo Storm on de_train - Incredible 4K Round, GOD MODE PLAY

Clip 15s to 25s · Open clip on YouTube · Labels: Music, Speech

youtube_video GSEI4Gd7nqo · row unbalanced_train:GSEI4Gd7nqo:15:25

AudioSetunbalanced_train

CS 1.6 Throwback Moment: NiP Xizt vs mTw on de_inferno 4K Spray Control

Clip 22s to 32s · Open clip on YouTube · Labels: Music

youtube_video Gm8OViaxdrY · row unbalanced_train:Gm8OViaxdrY:22:32

AudioSetunbalanced_train

NRG tabseN 1 vs 3 Echo Fox Pistol Round Clutch

Clip 22s to 32s · Open clip on YouTube · Labels: Music, Speech

youtube_video IbjVk1KXBwU · row unbalanced_train:IbjVk1KXBwU:22:32

AudioSetunbalanced_train

DreamHack Masters Malmö 2016: Liquid nitr0 vs Tyloo 4K Pistol Round ALL HEADSHOTS

Clip 12s to 22s · Open clip on YouTube · Labels: Music

youtube_video JBJFaE3SvQM · row unbalanced_train:JBJFaE3SvQM:12:22

AudioSetunbalanced_train

Mousesports ChrisJ vs Team Liquid - AWP Rampage on de_cache

Clip 26s to 36s · Open clip on YouTube · Labels: Music

youtube_video JbHQHsoaWts · row unbalanced_train:JbHQHsoaWts:26:36

AudioSetunbalanced_train

Headshotting and Such Featuring Echo Fox roca vs. Renegades on de_cache at ESL CS: GO Pro League

Clip 22s to 32s · Open clip on YouTube · Labels: Music, Speech

youtube_video Jodl1KhsWAU · row unbalanced_train:Jodl1KhsWAU:22:32

AudioSetunbalanced_train

CS:GO USP-S Pistol Round ACE 5K by ESEA Premium Member, Toy (128 Tick Rate Server)

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

youtube_video KIr2PCbjXcc · row unbalanced_train:KIr2PCbjXcc:30:40

AudioSetunbalanced_train

ESEA Premier CS: GO League - Echo Fox roca vs Eanix - Pistol Round Glock & USP-S ACE (5K Round)

Clip 20s to 30s · Open clip on YouTube · Labels: Music

youtube_video LEyjMKd5Gps · row unbalanced_train:LEyjMKd5Gps:20:30

AudioSetunbalanced_train

MLG Columbus 2016: Liquid EliGE vs Fnatic Ace Gun Round on de_dust2

Clip 21s to 31s · Open clip on YouTube · Labels: Music

youtube_video MGeFIQ4Vp-0 · row unbalanced_train:MGeFIQ4Vp-0:21:31

AudioSetunbalanced_train

Fnatic jw One Man Show Against Dignitas on de_mirage at ESL ESEA Pro League $1,000,000 CS: GO

Clip 0s to 10s · Open clip on YouTube · Labels: Music

youtube_video O0z6Y1W3YQY · row unbalanced_train:O0z6Y1W3YQY:0:10

AudioSetunbalanced_train

CS:GO Surfing by 15 Year Old Pro Gamer swag - His 1st GO Surf Map Run on surf_greatriver_remix

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

youtube_video QrVz3m9JgBI · row unbalanced_train:QrVz3m9JgBI:30:40

AudioSetunbalanced_train

DreamHack Austin 2016: Luminosity Gaming coldzera Aces Liquid on de_dust2 (Gun Round)

Clip 21s to 31s · Open clip on YouTube · Labels: Music

youtube_video Tpuxaa3J1YY · row unbalanced_train:Tpuxaa3J1YY:21:31

AudioSetunbalanced_train

AK-47 All Headshots CS: GO ACE by Echo Fox sgares vs Monstars on de_mirage (ESEA Premier Match)

Clip 21s to 31s · Open clip on YouTube · Labels: Music

youtube_video UfXG9Pq3ncM · row unbalanced_train:UfXG9Pq3ncM:21:31

AudioSetunbalanced_train

Fastest Ace in CS: GO History? Insane M4A1-S Ace Spray Down in ESEA Match

Clip 20s to 30s · Open clip on YouTube · Labels: Music

youtube_video VjY8VFESPa4 · row unbalanced_train:VjY8VFESPa4:20:30

AudioSetunbalanced_train

Mousesports chrisJ 1 vs. 3 Team Liquid Clutch on de_cache

Clip 29s to 39s · Open clip on YouTube · Labels: Music, Speech

youtube_video VjoCfWOYIT0 · row unbalanced_train:VjoCfWOYIT0:29:39

AudioSetunbalanced_train

NiP Friberg vs Team Liquid Bombsite B Defense on de_dust2

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

youtube_video Y32K2d1U5vs · row unbalanced_train:Y32K2d1U5vs:30:40

AudioSetunbalanced_train

CS: GO Entry Frag Warrior: Team Liquid Elige vs Fnatic on de_cache

Clip 27s to 37s · Open clip on YouTube · Labels: Music

youtube_video idmdQTxJ08E · row unbalanced_train:idmdQTxJ08E:27:37

AudioSetunbalanced_train

Virtus Pro Pasha Flexes Fnatic: Insane AK-47 Spray Control, 4K Frags on de_inferno

Clip 10s to 20s · Open clip on YouTube · Labels: Music

youtube_video m0flsjLq3Qg · row unbalanced_train:m0flsjLq3Qg:10:20

AudioSetunbalanced_train

Liquid adreN AWP Ace vs Elevate @ ESEA Invite Season 18 on de_inferno

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

youtube_video m7ML_9RhIVk · row unbalanced_train:m7ML_9RhIVk:30:40

AudioSetunbalanced_train

CS: GO Patch 7/10/13: Before & After of Moving Spray Inaccuracy (Running & Gunning, "ADADAD")

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

youtube_video nrO7ydepWCM · row unbalanced_train:nrO7ydepWCM:30:40

AudioSetunbalanced_train

ESEA EU Open Spotlight: Foxtrot Vexity vs Phanx on de_cbble CS: GO Spray and Pray

Clip 19s to 29s · Open clip on YouTube · Labels: Music

youtube_video ri83lkAynjA · row unbalanced_train:ri83lkAynjA:19:29

AudioSetunbalanced_train

CS: GO 1 vs 2 Clutch by OpTic Mixwell - Nasty 1 Tap - ESL Pro League

Clip 22s to 32s · Open clip on YouTube · Labels: Music, Speech

youtube_video sYxhxDNceZQ · row unbalanced_train:sYxhxDNceZQ:22:32

AudioSetunbalanced_train

MLG COLUMBUS 2016 - Liquid Hiko vs Luminosity Gaming

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

youtube_video wS0rH9QeqZw · row unbalanced_train:wS0rH9QeqZw:30:40

AudioSetunbalanced_train

DreamHack Austin 2016: CS: GO Fast ACE Round by Liquid Hiko vs Selfless

Clip 8s to 18s · Open clip on YouTube · Labels: Music, Speech

youtube_video xVAq1YUs0sY · row unbalanced_train:xVAq1YUs0sY:8:18

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/esea-yt_UCafqJMTtL-oOUuSolpJ8RDg

Provenance

JSON export SHA-256 4384e420477b9eb425ae38c85ba077f65c4b3fd930e3c7352396627e830454f7

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.