Report Paul Wardingham built from the datasets alone
This page only knows about the videos the datasets list. To check every upload on the channel:
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 Recording "Earth 2.0" - Paul Wardingham - The Human Affliction, Paul Wardingham | CYBER LICKS Episode #2
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 Into the Outlands, Black Fire, Orbital Decay
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Listed as Paul Wardingham – Into the Outlands (Electromancer) · Watch on YouTube
youtube_video -im-X2pR_b8 · row -im-X2pR_b8
LAION-DISCO-12M
Listed as Paul Wardingham – Black Fire (Day Zero: Rise of the Horde) · Watch on YouTube
youtube_video 0wff1QwIG4c · row 0wff1QwIG4c
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Listed as Paul Wardingham – Orbital Decay (Assimilate Regenerate) · Watch on YouTube
youtube_video 1SLBek6tXY4 · row 1SLBek6tXY4
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Listed as Paul Wardingham – Existence (Existence) · Watch on YouTube
youtube_video 1UqTA5HMkD4 · row 1UqTA5HMkD4
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Listed as Paul Wardingham – The Fallen (Day Zero: Rise of the Horde) · Watch on YouTube
youtube_video 1WluzG8KHVY · row 1WluzG8KHVY
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Listed as Paul Wardingham – Ghost in the Machine (Proto Mix) (Prototype) · Watch on YouTube
youtube_video 2X9n8Mn7xLI · row 2X9n8Mn7xLI
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Listed as Paul Wardingham – Mindwarp (Assimilate Regenerate) · Watch on YouTube
youtube_video 5-7-v76M1KA · row 5-7-v76M1KA
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Listed as Paul Wardingham – Day Zero (Day Zero: Rise of the Horde) · Watch on YouTube
youtube_video 6Gq-TdOqANI · row 6Gq-TdOqANI
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Listed as Paul Wardingham – Kill or Be Killed (Day Zero: Rise of the Horde) · Watch on YouTube
youtube_video 6owYer1vC6o · row 6owYer1vC6o
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Listed as Paul Wardingham – Mindwarped (Mindwarped) · Watch on YouTube
youtube_video 6sB3MnvHqTI · row 6sB3MnvHqTI
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Listed as Paul Wardingham – Clones (Assimilate Regenerate) · Watch on YouTube
youtube_video 7Pwz0Dj4BKU · row 7Pwz0Dj4BKU
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Listed as Paul Wardingham – Exodus (The Human Affliction) · Watch on YouTube
youtube_video 8yYhs2eFF58 · row 8yYhs2eFF58
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Listed as Paul Wardingham – Brave New World (Prototype) · Watch on YouTube
youtube_video 92pM2pCEKiw · row 92pM2pCEKiw
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Listed as Paul Wardingham – Black Hole Device (Assimilate Regenerate) · Watch on YouTube
youtube_video 9JVHHHAm-_0 · row 9JVHHHAm-_0
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Listed as Paul Wardingham – Rise of the Horde (Day Zero: Rise of the Horde) · Watch on YouTube
youtube_video 9mj3Hf_xP-Q · row 9mj3Hf_xP-Q
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Listed as Paul Wardingham – Electromancer (Electromancer) · Watch on YouTube
youtube_video AvBWUc3IjD0 · row AvBWUc3IjD0
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Listed as Paul Wardingham – My Sanctuary (Spiritual Machines) · Watch on YouTube
youtube_video DQceGBE5JxA · row DQceGBE5JxA
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Listed as Paul Wardingham – Cyber Warfare (Assimilate Regenerate) · Watch on YouTube
youtube_video EI6QSlFS3OY · row EI6QSlFS3OY
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Listed as Paul Wardingham – Brain Interactive Construct (Assimilate Regenerate) · Watch on YouTube
youtube_video FBbFA4tB7fQ · row FBbFA4tB7fQ
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Listed as Paul Wardingham – Pursuit of the Weapon (Electromancer) · Watch on YouTube
youtube_video FQUVrDUsCrw · row FQUVrDUsCrw
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Listed as Paul Wardingham – We Are the Virus (We Are the Virus) · Watch on YouTube
youtube_video Fxw2OzgeUjg · row Fxw2OzgeUjg
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Listed as Paul Wardingham – Fields of Utopia (Assimilate Regenerate) · Watch on YouTube
youtube_video GYldY3AclvQ · row GYldY3AclvQ
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Listed as Paul Wardingham – Enter the Metaverse (Assimilate Regenerate) · Watch on YouTube
youtube_video KGmiWwtNxLg · row KGmiWwtNxLg
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Listed as Paul Wardingham – Synthetic Mind (The Human Affliction) · Watch on YouTube
youtube_video KQWiCbuHdy0 · row KQWiCbuHdy0
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Listed as Paul Wardingham – Die Another Day (Die Another Day) · Watch on YouTube
youtube_video M7vaMD2Z_DY · row M7vaMD2Z_DY
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Listed as Paul Wardingham – Mars City One (Electromancer) · Watch on YouTube
youtube_video NP4C6ezdaHM · row NP4C6ezdaHM
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Listed as Paul Wardingham – Simulated Reality (The Human Affliction) · Watch on YouTube
youtube_video NR-v-AQ1U7A · row NR-v-AQ1U7A
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Listed as Paul Wardingham – Ghost in the Machine (Assimilate Regenerate) · Watch on YouTube
youtube_video QEoZYfJ33Jk · row QEoZYfJ33Jk
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Listed as Paul Wardingham – Off-World (Spiritual Machines) · Watch on YouTube
youtube_video REo_EwYVlnQ · row REo_EwYVlnQ
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Listed as Paul Wardingham – The Awakening (Spiritual Machines) · Watch on YouTube
youtube_video RkoIulXvg0k · row RkoIulXvg0k
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Listed as Paul Wardingham – A New Evil (Day Zero: Rise of the Horde) · Watch on YouTube
youtube_video RqFHhXqQ2ow · row RqFHhXqQ2ow
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Listed as Paul Wardingham – Omnidroid 3000 (Prototype) · Watch on YouTube
youtube_video UJkoV81bJSc · row UJkoV81bJSc
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Listed as Paul Wardingham – Prophecy (Spiritual Machines) · Watch on YouTube
youtube_video UlvKEQiT1x8 · row UlvKEQiT1x8
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Listed as Paul Wardingham – Futureshock (Assimilate Regenerate) · Watch on YouTube
youtube_video UynFY2-LkVw · row UynFY2-LkVw
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Listed as Paul Wardingham – Break the System (Spiritual Machines) · Watch on YouTube
youtube_video XXYY-GAXB9E · row XXYY-GAXB9E
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Listed as Paul Wardingham – Burning Chrome (The Human Affliction) · Watch on YouTube
youtube_video XwYyBYl0nj0 · row XwYyBYl0nj0
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Listed as Paul Wardingham – Interstellar Desert Racer (Electromancer) · Watch on YouTube
youtube_video Y6_xTyPODPw · row Y6_xTyPODPw
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Listed as Paul Wardingham – Destroy the Artilect (The Human Affliction) · Watch on YouTube
youtube_video YT0i4vhiv44 · row YT0i4vhiv44
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Listed as Paul Wardingham – Assimilate Regenerate (Assimilate Regenerate) · Watch on YouTube
youtube_video YYzM7nae9QU · row YYzM7nae9QU
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Listed as Paul Wardingham – Ghosts of a Concrete World (Spiritual Machines) · Watch on YouTube
youtube_video Zal6qIKDD8Q · row Zal6qIKDD8Q
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Listed as Paul Wardingham – Fight for the Future (Electromancer) · Watch on YouTube
youtube_video ZiWFJv5Tank · row ZiWFJv5Tank
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Listed as Paul Wardingham – Biomech MX-106 (Electromancer) · Watch on YouTube
youtube_video Zix-hFFodYI · row Zix-hFFodYI
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Listed as Paul Wardingham – Earth 2.0 (The Human Affliction) · Watch on YouTube
youtube_video cEcMw2LRVxM · row cEcMw2LRVxM
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Listed as Paul Wardingham – We Are the Virus (Day Zero: Rise of the Horde) · Watch on YouTube
youtube_video dkNl-3KLYZI · row dkNl-3KLYZI
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Listed as Paul Wardingham – Convergence (The Human Affliction) · Watch on YouTube
youtube_video duI0Xjmf1yY · row duI0Xjmf1yY
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Listed as Paul Wardingham – The Edge of Human (Spiritual Machines) · Watch on YouTube
youtube_video fHwIaY0oduc · row fHwIaY0oduc
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Listed as Paul Wardingham – Exocortices (Proto Mix) (Prototype) · Watch on YouTube
youtube_video iOLHbLD_LKw · row iOLHbLD_LKw
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Listed as Paul Wardingham – The End Is the Beginning (The Human Affliction) · Watch on YouTube
youtube_video jhaToQsoIrg · row jhaToQsoIrg
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Listed as Paul Wardingham – Digital Apocalypse (The Human Affliction) · Watch on YouTube
youtube_video jj5HWk0XSdQ · row jj5HWk0XSdQ
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Listed as Paul Wardingham – Spiritual Machines (Spiritual Machines) · Watch on YouTube
youtube_video k0ZNFBflwrc · row k0ZNFBflwrc
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Listed as Paul Wardingham – System Error (Spiritual Machines) · Watch on YouTube
youtube_video k0wcg80y46c · row k0wcg80y46c
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Listed as Paul Wardingham – Type X (Prototype) · Watch on YouTube
youtube_video kbNDolGRXoE · row kbNDolGRXoE
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Listed as Paul Wardingham – Manufactured Existence (The Human Affliction) · Watch on YouTube
youtube_video lYjY1zbfZDQ · row lYjY1zbfZDQ
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Listed as Paul Wardingham – Target Acquired (Prototype) · Watch on YouTube
youtube_video l_Sn7vdCyAA · row l_Sn7vdCyAA
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Listed as Paul Wardingham – Cyber Drive (Electromancer) · Watch on YouTube
youtube_video lyiDgh9ewxM · row lyiDgh9ewxM
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Listed as Paul Wardingham – Wirehead (Day Zero: Rise of the Horde) · Watch on YouTube
youtube_video m3u_58PAToc · row m3u_58PAToc
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Listed as Paul Wardingham – Cryosleeper (Electromancer) · Watch on YouTube
youtube_video nJR53gVOjuE · row nJR53gVOjuE
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Listed as Paul Wardingham – Activate (Electromancer) · Watch on YouTube
youtube_video oCVf1GWIsW4 · row oCVf1GWIsW4
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Listed as Paul Wardingham – The Last Transmission (Day Zero: Rise of the Horde) · Watch on YouTube
youtube_video remU_Uw-hNs · row remU_Uw-hNs
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Listed as Paul Wardingham – Beyond Human (The Human Affliction) · Watch on YouTube
youtube_video s-4jJnmRrXQ · row s-4jJnmRrXQ
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Listed as Paul Wardingham – Disconnected (Electromancer) · Watch on YouTube
youtube_video s_SptZoZerI · row s_SptZoZerI
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Listed as Paul Wardingham – Reprogram (Prototype) · Watch on YouTube
youtube_video saA_HJvkC9Y · row saA_HJvkC9Y
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Listed as Paul Wardingham – Prisoners of the Future (Spiritual Machines) · Watch on YouTube
youtube_video u9G2Efa0F4g · row u9G2Efa0F4g
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Listed as Paul Wardingham – Post Human Era (Prototype) · Watch on YouTube
youtube_video v8OnwqThxBA · row v8OnwqThxBA
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Listed as Paul Wardingham – Ashes & Snow (Day Zero: Rise of the Horde) · Watch on YouTube
youtube_video x5Ok7o6SRCk · row x5Ok7o6SRCk
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Listed as Paul Wardingham – Escape (Electromancer) · Watch on YouTube
youtube_video y-hNcGiJmas · row y-hNcGiJmas
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Clip 30s to 40s · Open clip on YouTube · Labels: Guitar, Music, Musical instrument, Plucked string instrument
youtube_video UjI_8VrFe3s · row unbalanced_train:UjI_8VrFe3s:30:40
AudioSetunbalanced_train
Clip 10s to 20s · Open clip on YouTube · Labels: Tapping (guitar technique), Guitar, Music, Musical instrument, Plucked string instrument
youtube_video hISgMv3v5N0 · row unbalanced_train:hISgMv3v5N0:10:20
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 6677ac15dbb72cf4722c36d03ef01f0e7592b83897a3aee75a966d52b0e8ea2f
| 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.