Yes. Warren G has 147 songs listed in a dataset used to train AI music models.

Used for training 147

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 regulate - lofi, Runnin' Wit No Breaks (feat. Jah-Skilz, Bo-Roc, G Child & The Twinz), I Need a Light (feat. Nate Dogg)

Listed under the artist name 147 songs in LAION-DISCO-12M

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

regulate - lofi

Listed as Warren G, lonelyboy, nom de plume, Nohidea – regulate - lofi (lofi chill vibes with warren g (deluxe)) · Watch on YouTube

youtube_video -XvLMGlVmpE · row -XvLMGlVmpE

LAION-DISCO-12M

Runnin' Wit No Breaks (feat. Jah-Skilz, Bo-Roc, G Child & The Twinz)

Listed as Warren G – Runnin' Wit No Breaks (feat. Jah-Skilz, Bo-Roc, G Child & The Twinz) (Regulate...G Funk Era (20th Anniversary)) · Watch on YouTube

youtube_video 0gKS4bcuUI0 · row 0gKS4bcuUI0

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I Need a Light (feat. Nate Dogg)

Listed as Warren G – I Need a Light (feat. Nate Dogg) (In the Mid-Nite Hour) · Watch on YouTube

youtube_video 1MJY9aMK1to · row 1MJY9aMK1to

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Let's Play House

Listed as Tha Dogg Pound, Warren G – Let's Play House (Doggy Bag) · Watch on YouTube

youtube_video 5DehNqQkUrg · row 5DehNqQkUrg

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Nobody Does It Better

Listed as Warren G, Nate Dogg – Nobody Does It Better (G Funk Classics, Vols. 1 & 2) · Watch on YouTube

youtube_video 6iW6vdLFTJw · row 6iW6vdLFTJw

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This D.J. (feat. O.G.L.B.)

Listed as Warren G – This D.J. (feat. O.G.L.B.) (Regulate...G Funk Era (20th Anniversary)) · Watch on YouTube

youtube_video 6kPN_-Yw-vs · row 6kPN_-Yw-vs

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Super Soul Sis

Listed as Warren G – Super Soul Sis (Regulate...G Funk Era (20th Anniversary)) · Watch on YouTube

youtube_video 6yQPx7qcgGk · row 6yQPx7qcgGk

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I Shot The Sheriff

Listed as Warren G – I Shot The Sheriff (Take A Look Over Your Shoulder (Reality)) · Watch on YouTube

youtube_video 74Wu3FnC2AE · row 74Wu3FnC2AE

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Dollars Make Sense (feat. Kurupt & Crucial Conflict)

Listed as Warren G – Dollars Make Sense (feat. Kurupt & Crucial Conflict) (I Want It All) · Watch on YouTube

youtube_video 9Kf4urQ5dUk · row 9Kf4urQ5dUk

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Slabed - Gotta Be a G

Listed as Trae & Z-Ro, MikeD, Warren G, Bill Cook – Slabed - Gotta Be a G (Assholes by Nature - A.B.N.) · Watch on YouTube

youtube_video AMgJVCDQse8 · row AMgJVCDQse8

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Who's Playin' Games?

Listed as Nate Dogg, Warren G – Who's Playin' Games? (Just Another Day) · Watch on YouTube

youtube_video ANpY5j_p59M · row ANpY5j_p59M

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This Is The Shack (feat. Dove Shack)

Listed as Warren G – This Is The Shack (feat. Dove Shack) (Regulate...G Funk Era (20th Anniversary)) · Watch on YouTube

youtube_video Aw9mhA8GmIE · row Aw9mhA8GmIE

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Annie Mae

Listed as Warren G – Annie Mae (Take A Look Over Your Shoulder (Reality)) · Watch on YouTube

youtube_video B4n77n3LPBA · row B4n77n3LPBA

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Ghetto Village

Listed as Warren G – Ghetto Village (Return Of The Regulator) · Watch on YouTube

youtube_video DfL5EWkQzWM · row DfL5EWkQzWM

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Gangsta Sermon (feat. B-Tip & Ricky Harris)

Listed as Warren G – Gangsta Sermon (feat. B-Tip & Ricky Harris) (Regulate...G Funk Era (20th Anniversary)) · Watch on YouTube

youtube_video IrQNMb8_Wcc · row IrQNMb8_Wcc

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Regulate (Remix Version)

Listed as Warren G – Regulate (Remix Version) (Regulate… G Funk Era) · Watch on YouTube

youtube_video LSJ9X7SNnHw · row LSJ9X7SNnHw

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Smokin' Me Out (feat. Ronald Isley)

Listed as Warren G – Smokin' Me Out (feat. Ronald Isley) (Take A Look Over Your Shoulder (Reality)) · Watch on YouTube

youtube_video Lt8KI7agVOc · row Lt8KI7agVOc

LAION-DISCO-12M

So Many Ways (feat. Wayniac & Lady Levi)

Listed as Warren G – So Many Ways (feat. Wayniac & Lady Levi) (Regulate...G Funk Era (20th Anniversary)) · Watch on YouTube

youtube_video M6d7kiySSfA · row M6d7kiySSfA

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Recognize (feat. The Twinz)

Listed as Warren G – Recognize (feat. The Twinz) (Regulate...G Funk Era (20th Anniversary)) · Watch on YouTube

youtube_video MrD_crt4SEQ · row MrD_crt4SEQ

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'94 Ho Draft (feat. B-Tip & Ricky Harris)

Listed as Warren G – '94 Ho Draft (feat. B-Tip & Ricky Harris) (Regulate...G Funk Era (20th Anniversary)) · Watch on YouTube

youtube_video N8T37cztQeY · row N8T37cztQeY

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Regulate (Jamming Mix) (feat. Nate Dogg)

Listed as Warren G – Regulate (Jamming Mix) (feat. Nate Dogg) (HipHop Collected) · Watch on YouTube

youtube_video Qpd-9A3sFwI · row Qpd-9A3sFwI

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What's Next (feat. Mr. Malik)

Listed as Warren G – What's Next (feat. Mr. Malik) (Regulate...G Funk Era (20th Anniversary)) · Watch on YouTube

youtube_video SJd3diDdS0A · row SJd3diDdS0A

LAION-DISCO-12M

Put That On Everythang (Legend Remix) (feat. Hash Hearted & E-40)

Listed as Pookie F'n Rude, Suga Free, Warren G – Put That On Everythang (Legend Remix) (feat. Hash Hearted & E-40) (Put That On Everythang (Legend Remix)) · Watch on YouTube

youtube_video SsXOMM4A4vg · row SsXOMM4A4vg

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My House (feat. Nate Dogg)

Listed as Warren G – My House (feat. Nate Dogg) (My House (feat. Nate Dogg)) · Watch on YouTube

youtube_video WkpD0Z-vnyU · row WkpD0Z-vnyU

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Relax Ya Mind (feat. Reel Tight)

Listed as Warren G – Relax Ya Mind (feat. Reel Tight) (Take A Look Over Your Shoulder (Reality)) · Watch on YouTube

youtube_video ZmzCQOhJRE8 · row ZmzCQOhJRE8

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Keep on Hustlin' (feat. Young Jeezy, Bun B & Nate Dogg)

Listed as Warren G – Keep on Hustlin' (feat. Young Jeezy, Bun B & Nate Dogg) (Regulate... G Funk Era Part II The EP) · Watch on YouTube

youtube_video Zwoi8MFQjg0 · row Zwoi8MFQjg0

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Havin' Things (feat. Jermaine Durpri & Nate Dogg)

Listed as Warren G – Havin' Things (feat. Jermaine Durpri & Nate Dogg) (I Want It All) · Watch on YouTube

youtube_video _zc9ePw3uDw · row _zc9ePw3uDw

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Regulate (feat. Nate Dogg)

Listed as Warren G – Regulate (feat. Nate Dogg) (Regulate… G Funk Era) · Watch on YouTube

youtube_video a02YJhCeTQk · row a02YJhCeTQk

LAION-DISCO-12M

Game Don't Wait (feat. Nate Dogg & Snoop Dogg)

Listed as Warren G – Game Don't Wait (feat. Nate Dogg & Snoop Dogg) (I Want It All) · Watch on YouTube

youtube_video ahHdI_H4yJk · row ahHdI_H4yJk

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Cali 2 Canada

Listed as Snoop Dogg, Warren G – Cali 2 Canada (Cali 2 Canada) · Watch on YouTube

youtube_video azqtO6bUmhs · row azqtO6bUmhs

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Ballers Night Out

Listed as Snoop Doggy Dogg, Delinquents, Nate Dogg, Warren G – Ballers Night Out (Gods Of Rap) · Watch on YouTube

youtube_video b7cFb12pcWY · row b7cFb12pcWY

LAION-DISCO-12M

Put That On Everythang (Legend Remix) (Acapella ) (feat. Hash Hearted & E-40)

Listed as Pookie F'n Rude, Suga Free, Warren G – Put That On Everythang (Legend Remix) (Acapella ) (feat. Hash Hearted & E-40) (Put That On Everythang (Legend Remix)) · Watch on YouTube

youtube_video ee9vPHyV8u0 · row ee9vPHyV8u0

LAION-DISCO-12M

ヨゥ・サッシー・ウェイズFEAT. THE 213 REUNION OF WARREN G, SNOOP DOGG, NATEDOGG - Yo Sassy Ways

Listed as Warren G – ヨゥ・サッシー・ウェイズFEAT. THE 213 REUNION OF WARREN G, SNOOP DOGG, NATEDOGG - Yo Sassy Ways (Return Of The Regulator) · Watch on YouTube

youtube_video fPcrQVHQZ0E · row fPcrQVHQZ0E

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She's Strange

Listed as Nate Dogg, Warren G, Snoop Doggy Dogg – She's Strange (Just Another Day) · Watch on YouTube

youtube_video hxlvjQ77nZg · row hxlvjQ77nZg

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Friends

Listed as Warren G, Snoop Dogg, Nate Dogg – Friends (G Funk Classics, Vols. 1 & 2) · Watch on YouTube

youtube_video hzJHUNGk-kA · row hzJHUNGk-kA

LAION-DISCO-12M

Why Oh Why (feat. Kurupt & Daz Dillinger) (feat. Warren G feat. Daz Dillinger & Kurupt & Daz Dillinger)

Listed as Warren G feat. Daz Dillinger & Kurupt, Warren G – Why Oh Why (feat. Kurupt & Daz Dillinger) (feat. Warren G feat. Daz Dillinger & Kurupt & Daz Dillinger) (Hip Hop Record Box) · Watch on YouTube

youtube_video k9Xqde4aQjE · row k9Xqde4aQjE

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And You Know That (feat. Ty Dolla Sign)

Listed as Warren G – And You Know That (feat. Ty Dolla Sign) (Rare RnB & New Jack 120) · Watch on YouTube

youtube_video kR7I4dJr790 · row kR7I4dJr790

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Transformers

Listed as Warren G – Transformers (Take A Look Over Your Shoulder (Reality)) · Watch on YouTube

youtube_video nQaHZQyAu-0 · row nQaHZQyAu-0

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What's Love Got To Do With It (feat. Adina Howard)

Listed as Warren G – What's Love Got To Do With It (feat. Adina Howard) (Take A Look Over Your Shoulder (Reality)) · Watch on YouTube

youtube_video pf3GhUFcSxQ · row pf3GhUFcSxQ

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G-Spot (feat. El Debarge & Val Young)

Listed as Warren G – G-Spot (feat. El Debarge & Val Young) (I Want It All) · Watch on YouTube

youtube_video qzcTWEPvTf4 · row qzcTWEPvTf4

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Just A Lil' Bit (The Remix Censored)

Listed as Too Phat, Warren G – Just A Lil' Bit (The Remix Censored) (Just A Lil' Bit) · Watch on YouTube

youtube_video rNHZpeOnyTk · row rNHZpeOnyTk

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Regulate (Jamming mix)

Listed as Warren G, Nate Dogg – Regulate (Jamming mix) (Rare West Coast & G-Funk) · Watch on YouTube

youtube_video rR1dSDj3XY8 · row rR1dSDj3XY8

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Lookin' At You

Listed as Warren G – Lookin' At You (Return Of The Regulator) · Watch on YouTube

youtube_video repsk0wWwKQ · row repsk0wWwKQ

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Gangsta Love (feat. Kurupt, Nate Dogg & RBX)

Listed as Warren G – Gangsta Love (feat. Kurupt, Nate Dogg & RBX) (I Want It All) · Watch on YouTube

youtube_video s24t9X9ZCXQ · row s24t9X9ZCXQ

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Wake Up

Listed as Shade Sheist, Nate Dogg, Warren G – Wake Up (Informal Introduction) · Watch on YouTube

youtube_video sX0pASiypxE · row sX0pASiypxE

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Party We Will Throw Now! (Clean)

Listed as Warren G, Nate Dogg, The Game – Party We Will Throw Now! (Clean) (Party We Will Throw Now!) · Watch on YouTube

youtube_video tXvSJon0c3s · row tXvSJon0c3s

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I Want It All (feat. Mack 10)

Listed as Warren G – I Want It All (feat. Mack 10) (I Want It All) · Watch on YouTube

youtube_video x1mc59bPN2w · row x1mc59bPN2w

LAION-DISCO-12M

And Ya Don't Stop

Listed as Warren G – And Ya Don't Stop (Regulate...G Funk Era (20th Anniversary)) · Watch on YouTube

youtube_video xR6KefsflWk · row xR6KefsflWk

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Do You See (feat. Nate Dogg)

Listed as Warren G – Do You See (feat. Nate Dogg) (Regulate… G Funk Era) · Watch on YouTube

youtube_video xVUxVGEUjII · row xVUxVGEUjII

LAION-DISCO-12M

what's love got to do with it - lofi

Listed as Warren G, lonelyboy, nom de plume, H.1 – what's love got to do with it - lofi (lofi chill vibes with warren g (deluxe)) · Watch on YouTube

youtube_video xrGy4HjAgZg · row xrGy4HjAgZg

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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.