Yes. Paul Mac has 143 songs listed in a dataset used to train AI music models.

Used for training 143

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 Here Comes the Swing, Work It (Original Remastered), State of War (Alinka Remix) (feat. Kira Puru)

Listed under the artist name 143 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

Here Comes the Swing

Listed as Paul Mac – Here Comes the Swing (Odd Things EP) · Watch on YouTube

youtube_video 0eXcIMMuePo · row 0eXcIMMuePo

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Work It (Original Remastered)

Listed as Paul Mac – Work It (Original Remastered) (Remasters -edits Vol 1) · Watch on YouTube

youtube_video 2gvaM_jq9a8 · row 2gvaM_jq9a8

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State of War (Alinka Remix) (feat. Kira Puru)

Listed as Paul Mac, Stereogamous – State of War (Alinka Remix) (feat. Kira Puru) (State of War) · Watch on YouTube

youtube_video 3-9KxvC2psg · row 3-9KxvC2psg

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Mesmerism

Listed as Paul Mac, Ensemble Offspring – Mesmerism (Mesmerism) · Watch on YouTube

youtube_video 5KXIE2xph3Y · row 5KXIE2xph3Y

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Test Nine

Listed as Paul Mac – Test Nine (Space, Space and More Space EP) · Watch on YouTube

youtube_video 8tWKrH_JqRo · row 8tWKrH_JqRo

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Still Waters

Listed as Paul Mac – Still Waters ($100) · Watch on YouTube

youtube_video 8xNIDbjFxBk · row 8xNIDbjFxBk

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Grind Returns (Ritzi Lee Remix)

Listed as Paul Mac – Grind Returns (Ritzi Lee Remix) (fabric 73: Ben Sims) · Watch on YouTube

youtube_video 9DNk5ue6X_g · row 9DNk5ue6X_g

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Raw Basics 1

Listed as Paul Mac – Raw Basics 1 (The Complete Basics) · Watch on YouTube

youtube_video 9pKUlgQOSIc · row 9pKUlgQOSIc

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The Inevitable Climb

Listed as Paul Mac – The Inevitable Climb (Sunday Sessions Vol 2) · Watch on YouTube

youtube_video AJqDwEwllo4 · row AJqDwEwllo4

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Space, Space And More Space

Listed as Paul Mac – Space, Space And More Space (Space, Space and More Space EP) · Watch on YouTube

youtube_video DqdaBRkACQ8 · row DqdaBRkACQ8

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3 Steps from the Edge

Listed as Paul Mac – 3 Steps from the Edge (Compiled Archives Vol. 1) · Watch on YouTube

youtube_video GVTSKfimFJQ · row GVTSKfimFJQ

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Crush

Listed as Paul Mac – Crush (Hotel Insomnia) · Watch on YouTube

youtube_video GW2P79_g-Cg · row GW2P79_g-Cg

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Old

Listed as Paul Mac – Old (Hotel Insomnia) · Watch on YouTube

youtube_video GqnSl_OzaLs · row GqnSl_OzaLs

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Anechoic (feat. Tim Derricourt)

Listed as Paul Mac – Anechoic (feat. Tim Derricourt) (Holiday from Me) · Watch on YouTube

youtube_video M_PLQIVEQRA · row M_PLQIVEQRA

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Retro Basics 2

Listed as Paul Mac – Retro Basics 2 (Retro Basics) · Watch on YouTube

youtube_video NPBHO1GqWzI · row NPBHO1GqWzI

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Raw Basics 5

Listed as Paul Mac – Raw Basics 5 (The Complete Basics) · Watch on YouTube

youtube_video NWPwA3r3NeE · row NWPwA3r3NeE

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Raw Basics 7

Listed as Paul Mac – Raw Basics 7 (The Complete Basics) · Watch on YouTube

youtube_video PtNADZ0_QcY · row PtNADZ0_QcY

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Unreserved (Paul Birken Remix)

Listed as Paul Mac – Unreserved (Paul Birken Remix) (Unreserved EP) · Watch on YouTube

youtube_video TCFLNBJLnq0 · row TCFLNBJLnq0

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Jack the Dam Box

Listed as Paul Mac – Jack the Dam Box (Go Back to Go Forward / Jack the Dam Box) · Watch on YouTube

youtube_video V0uZ_M__fPk · row V0uZ_M__fPk

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Undoubted

Listed as Paul Mac – Undoubted (Hotel Insomnia EP) · Watch on YouTube

youtube_video YGX546Yx-4Q · row YGX546Yx-4Q

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Side A

Listed as Vince Watson, Paul Mac – Side A (Influenced 001 EP) · Watch on YouTube

youtube_video YkxAqXQeLDU · row YkxAqXQeLDU

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Raw Basics 4

Listed as Paul Mac – Raw Basics 4 (The Complete Basics) · Watch on YouTube

youtube_video Ypv3V0kKwK4 · row Ypv3V0kKwK4

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Cusp Of It All

Listed as Paul Mac – Cusp Of It All (Scratched Soul) · Watch on YouTube

youtube_video aW74IV_JZGg · row aW74IV_JZGg

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Six Years In Seven Minutes

Listed as Paul Mac – Six Years In Seven Minutes (Mesmerism) · Watch on YouTube

youtube_video ahty8yDZV4g · row ahty8yDZV4g

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Raw Basics 6

Listed as Paul Mac – Raw Basics 6 (The Complete Basics) · Watch on YouTube

youtube_video bReB_c3jG3o · row bReB_c3jG3o

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Funk Ignition

Listed as Paul Mac – Funk Ignition (Stimulus DAT Archive Vol 1) · Watch on YouTube

youtube_video cVsQi-LfTc8 · row cVsQi-LfTc8

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Just the Thing (Stereogamous & Jerome Blazé Remix)

Listed as Paul Mac – Just the Thing (Stereogamous & Jerome Blazé Remix) (Just the Thing - Twenty Year Flashback) · Watch on YouTube

youtube_video duzDk_b-8NQ · row duzDk_b-8NQ

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Raw Basics 10

Listed as Paul Mac – Raw Basics 10 (The Complete Basics) · Watch on YouTube

youtube_video e_5FNC2qqTk · row e_5FNC2qqTk

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Outsider

Listed as Paul Mac – Outsider (The 7th Strike) · Watch on YouTube

youtube_video foizhiLC-54 · row foizhiLC-54

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Driven Points

Listed as Paul Mac – Driven Points (Hotel Insomnia) · Watch on YouTube

youtube_video hlbg0foWnbw · row hlbg0foWnbw

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Mystery to Me (feat. Ngaiire)

Listed as Paul Mac – Mystery to Me (feat. Ngaiire) (Holiday from Me) · Watch on YouTube

youtube_video iiZRtTTjqYI · row iiZRtTTjqYI

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Space, Space And More Space (Ritzi Lee Remix) (feat. Ritzi Lee)

Listed as Paul Mac – Space, Space And More Space (Ritzi Lee Remix) (feat. Ritzi Lee) (Space, Space and More Space EP) · Watch on YouTube

youtube_video lhtOF2E-EB8 · row lhtOF2E-EB8

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Raw Basics 2

Listed as Paul Mac – Raw Basics 2 (The Complete Basics) · Watch on YouTube

youtube_video nygwqPD2Pxs · row nygwqPD2Pxs

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Raw Basics 8

Listed as Paul Mac – Raw Basics 8 (The Complete Basics) · Watch on YouTube

youtube_video psZ5P8cz74g · row psZ5P8cz74g

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Sometimes It's That Simple (John Heckle Mix) (feat. John Heckle)

Listed as Paul Mac – Sometimes It's That Simple (John Heckle Mix) (feat. John Heckle) (Sometimes It's That Simple) · Watch on YouTube

youtube_video psdW1N7AaA8 · row psdW1N7AaA8

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Resident Problem

Listed as Paul Mac – Resident Problem (Tactical Collection) · Watch on YouTube

youtube_video qL0hwzNHFgY · row qL0hwzNHFgY

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Stroll Through

Listed as Paul Mac – Stroll Through (Archive Vol 7) · Watch on YouTube

youtube_video rrLTwx8f7OM · row rrLTwx8f7OM

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Charnel Hill (feat. Jason Noble)

Listed as Paul Mac – Charnel Hill (feat. Jason Noble) (Mesmerism) · Watch on YouTube

youtube_video twCMX6kVEMI · row twCMX6kVEMI

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Raw Basics 9

Listed as Paul Mac – Raw Basics 9 (The Complete Basics) · Watch on YouTube

youtube_video uAPBmw405eA · row uAPBmw405eA

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Standing Wave

Listed as Paul Mac – Standing Wave (Sunday Sessions Vol 2) · Watch on YouTube

youtube_video wNBjwFRPj-w · row wNBjwFRPj-w

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Action Speaks Louder

Listed as Paul Mac – Action Speaks Louder (Hotel Insomnia) · Watch on YouTube

youtube_video x1OQppYTfw0 · row x1OQppYTfw0

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Channel

Listed as Paul Mac – Channel (Archive Vol 10) · Watch on YouTube

youtube_video zD1PB61IvGc · row zD1PB61IvGc

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Rhythm Node

Listed as Paul Mac – Rhythm Node (Time Running) · Watch on YouTube

youtube_video ztyVNfWqn7Q · row ztyVNfWqn7Q

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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

Is this you?

Check another name

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. If you are this artist and want this page removed, see removals.