Yes. D.R.I. has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Probation (Live at the Ritz), Who Am I, Money Stinks

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Probation (Live at the Ritz)

Listed as D.R.I. – Probation (Live at the Ritz) (Crossover - Millennium Edition) · Watch on YouTube

youtube_video -NB_THEt8TI · row -NB_THEt8TI

LAION-DISCO-12M

Who Am I

Listed as D.R.I. – Who Am I (Live at CBGB'S 1984) · Watch on YouTube

youtube_video 2HKOsU3nZE0 · row 2HKOsU3nZE0

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Money Stinks

Listed as D.R.I. – Money Stinks (Live at CBGB'S 1984) · Watch on YouTube

youtube_video 2REceUW0x14 · row 2REceUW0x14

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Karma (Live)

Listed as D.R.I. – Karma (Live) (Live at the Ritz, 1987) · Watch on YouTube

youtube_video 38dcjrWsHD8 · row 38dcjrWsHD8

LAION-DISCO-12M

Rather Be Sleeping (Vats Demo)

Listed as D.R.I. – Rather Be Sleeping (Vats Demo) (The Dirty Rotten CD) · Watch on YouTube

youtube_video 3_PPMQlDong · row 3_PPMQlDong

LAION-DISCO-12M

Stupid War

Listed as D.R.I. – Stupid War (Live at CBGB'S 1984) · Watch on YouTube

youtube_video 5ozJxaj32NA · row 5ozJxaj32NA

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Reaganomics

Listed as D.R.I. – Reaganomics (Dirty Rotten LP (on CD)) · Watch on YouTube

youtube_video 82U2f3zuTik · row 82U2f3zuTik

LAION-DISCO-12M

Kurt (Interview)

Listed as D.R.I. – Kurt (Interview) (Crossover - Millennium Edition) · Watch on YouTube

youtube_video 8oXKgrr4IEw · row 8oXKgrr4IEw

LAION-DISCO-12M

Radio Interview #1 Part 1

Listed as D.R.I. – Radio Interview #1 Part 1 (The Dirty Rotten CD) · Watch on YouTube

youtube_video A1laqSJ1XOk · row A1laqSJ1XOk

LAION-DISCO-12M

Yes Ma'am

Listed as D.R.I. – Yes Ma'am (Live at CBGB'S 1984) · Watch on YouTube

youtube_video DeSp27dWsO8 · row DeSp27dWsO8

LAION-DISCO-12M

Mad Man (Live)

Listed as D.R.I. – Mad Man (Live) (Live at the Ritz, 1987) · Watch on YouTube

youtube_video Dv4emf6TkOc · row Dv4emf6TkOc

LAION-DISCO-12M

Radio Interview #1 Part 3

Listed as D.R.I. – Radio Interview #1 Part 3 (The Dirty Rotten CD) · Watch on YouTube

youtube_video FSaldmtrsbY · row FSaldmtrsbY

LAION-DISCO-12M

Mad Man (Unused Songs for the Violent Pacification)

Listed as D.R.I. – Mad Man (Unused Songs for the Violent Pacification) (Dealing With It! (Millennium Edition)) · Watch on YouTube

youtube_video HcNH1ZLu65Y · row HcNH1ZLu65Y

LAION-DISCO-12M

Closet Punk

Listed as D.R.I. – Closet Punk (Live at CBGB'S 1984) · Watch on YouTube

youtube_video Hqu6SvmyFi0 · row Hqu6SvmyFi0

LAION-DISCO-12M

5 Year Plan (Demo)

Listed as D.R.I. – 5 Year Plan (Demo) (Crossover - Millennium Edition) · Watch on YouTube

youtube_video IAPe4hIcqxw · row IAPe4hIcqxw

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Blockhead (Demo)

Listed as D.R.I. – Blockhead (Demo) (The Dirty Rotten CD) · Watch on YouTube

youtube_video IvmaA4jWPQo · row IvmaA4jWPQo

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Don't Wait

Listed as Dri – Don't Wait (Drop Dead Diva (Music from the Original Television Series)) · Watch on YouTube

youtube_video LSWiULH9Jns · row LSWiULH9Jns

LAION-DISCO-12M

Reaganomics (Rough Mixes)

Listed as D.R.I. – Reaganomics (Rough Mixes) (Dealing With It! (Millennium Edition)) · Watch on YouTube

youtube_video M3mqT4ZlwNo · row M3mqT4ZlwNo

LAION-DISCO-12M

Balance of Terror

Listed as D.R.I. – Balance of Terror (Dirty Rotten LP (on CD)) · Watch on YouTube

youtube_video NSNPaJVMaQ8 · row NSNPaJVMaQ8

LAION-DISCO-12M

Louie Louie (Live)

Listed as D.R.I. – Louie Louie (Live) (The Dirty Rotten CD) · Watch on YouTube

youtube_video ODwk01bvwOw · row ODwk01bvwOw

LAION-DISCO-12M

Yes Ma'am

Listed as D.R.I. – Yes Ma'am (Dirty Rotten LP (on CD)) · Watch on YouTube

youtube_video PKD8hYgNOg4 · row PKD8hYgNOg4

LAION-DISCO-12M

Fun & Games (Live at the Ritz)

Listed as D.R.I. – Fun & Games (Live at the Ritz) (Crossover - Millennium Edition) · Watch on YouTube

youtube_video RkKgCt7xVXg · row RkKgCt7xVXg

LAION-DISCO-12M

Spike (Interview)

Listed as D.R.I. – Spike (Interview) (Crossover - Millennium Edition) · Watch on YouTube

youtube_video SqdC4qGMmSo · row SqdC4qGMmSo

LAION-DISCO-12M

Who Am I

Listed as D.R.I. – Who Am I (Dirty Rotten LP (on CD)) · Watch on YouTube

youtube_video Sv6t8qMC1Zk · row Sv6t8qMC1Zk

LAION-DISCO-12M

Dennis's Problem

Listed as D.R.I. – Dennis's Problem (Dirty Rotten LP (on CD)) · Watch on YouTube

youtube_video XU1zhNr0na8 · row XU1zhNr0na8

LAION-DISCO-12M

I Don't Need Society (Rough Mixes)

Listed as D.R.I. – I Don't Need Society (Rough Mixes) (Dealing With It! (Millennium Edition)) · Watch on YouTube

youtube_video YivrkjcR4AQ · row YivrkjcR4AQ

LAION-DISCO-12M

Closet Punk

Listed as D.R.I. – Closet Punk (Dirty Rotten LP (on CD)) · Watch on YouTube

youtube_video Zz2Ky-osJUk · row Zz2Ky-osJUk

LAION-DISCO-12M

Commuter Man

Listed as D.R.I. – Commuter Man (Live at CBGB'S 1984) · Watch on YouTube

youtube_video _8eHydQb1q0 · row _8eHydQb1q0

LAION-DISCO-12M

Sad to Be (Unused Songs for the Violent Pacification)

Listed as D.R.I. – Sad to Be (Unused Songs for the Violent Pacification) (Dealing With It! (Millennium Edition)) · Watch on YouTube

youtube_video _YvavlM_Ge0 · row _YvavlM_Ge0

LAION-DISCO-12M

I Don't Need Society (Demo)

Listed as D.R.I. – I Don't Need Society (Demo) (The Dirty Rotten CD) · Watch on YouTube

youtube_video bvdCd9RcsQA · row bvdCd9RcsQA

LAION-DISCO-12M

Hamburglers Happy Hamburger Palace

Listed as D.R.I. – Hamburglers Happy Hamburger Palace (Dirty Rotten LP (on CD)) · Watch on YouTube

youtube_video f5Q-TxOufBA · row f5Q-TxOufBA

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Running Around

Listed as D.R.I. – Running Around (Live at CBGB'S 1984) · Watch on YouTube

youtube_video fDgcRnTrGsU · row fDgcRnTrGsU

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A Coffin

Listed as D.R.I. – A Coffin (Dirty Rotten Imbeciles Greatest Hits) · Watch on YouTube

youtube_video h4a9r_sQy3g · row h4a9r_sQy3g

LAION-DISCO-12M

No Religion (Live)

Listed as D.R.I. – No Religion (Live) (Live at the Ritz, 1987) · Watch on YouTube

youtube_video kFzE9orAJyg · row kFzE9orAJyg

LAION-DISCO-12M

Nursing Home Blues (Rough Mixes)

Listed as D.R.I. – Nursing Home Blues (Rough Mixes) (Dealing With It! (Millennium Edition)) · Watch on YouTube

youtube_video kRx2-Oq_F2E · row kRx2-Oq_F2E

LAION-DISCO-12M

Soup Kitchen (Live)

Listed as D.R.I. – Soup Kitchen (Live) (Live at the Ritz, 1987) · Watch on YouTube

youtube_video kYKV0yMwnsg · row kYKV0yMwnsg

LAION-DISCO-12M

Go Die (Live at the Ritz)

Listed as D.R.I. – Go Die (Live at the Ritz) (Crossover - Millennium Edition) · Watch on YouTube

youtube_video l1-zkeUYr_4 · row l1-zkeUYr_4

LAION-DISCO-12M

Money Stinks

Listed as D.R.I. – Money Stinks (Dirty Rotten LP (on CD)) · Watch on YouTube

youtube_video m-eMq5iyOyk · row m-eMq5iyOyk

LAION-DISCO-12M

The Explorer (Rough Mixes)

Listed as D.R.I. – The Explorer (Rough Mixes) (Dealing With It! (Millennium Edition)) · Watch on YouTube

youtube_video mtOEE86K--I · row mtOEE86K--I

LAION-DISCO-12M

Yes Ma'am (Live)

Listed as D.R.I. – Yes Ma'am (Live) (Live at the Ritz, 1987) · Watch on YouTube

youtube_video n5rHk9IK1fk · row n5rHk9IK1fk

LAION-DISCO-12M

Fun and Games (Demo)

Listed as D.R.I. – Fun and Games (Demo) (Crossover - Millennium Edition) · Watch on YouTube

youtube_video p9roYHJYGr4 · row p9roYHJYGr4

LAION-DISCO-12M

Radio Interview #2 Part 3

Listed as D.R.I. – Radio Interview #2 Part 3 (The Dirty Rotten CD) · Watch on YouTube

youtube_video s-SSftV3ngQ · row s-SSftV3ngQ

LAION-DISCO-12M

Couch Slouch (Live)

Listed as D.R.I. – Couch Slouch (Live) (Live at the Ritz, 1987) · Watch on YouTube

youtube_video sW_pumnAzPk · row sW_pumnAzPk

LAION-DISCO-12M

Radio Interview #1 Part 2

Listed as D.R.I. – Radio Interview #1 Part 2 (The Dirty Rotten CD) · Watch on YouTube

youtube_video tlSQS8kM5fc · row tlSQS8kM5fc

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Balance of Terror

Listed as D.R.I. – Balance of Terror (Live at CBGB'S 1984) · Watch on YouTube

youtube_video w3Kp6IrPwbg · row w3Kp6IrPwbg

LAION-DISCO-12M

I'd Rather Be Sleeping (Rough Mixes)

Listed as D.R.I. – I'd Rather Be Sleeping (Rough Mixes) (Dealing With It! (Millennium Edition)) · Watch on YouTube

youtube_video w86aKxvBuMk · row w86aKxvBuMk

LAION-DISCO-12M

Reaganomics

Listed as D.R.I. – Reaganomics (Live at CBGB'S 1984) · Watch on YouTube

youtube_video xZOzzXjeJa8 · row xZOzzXjeJa8

LAION-DISCO-12M

Josh and Felix (Interview)

Listed as D.R.I. – Josh and Felix (Interview) (Crossover - Millennium Edition) · Watch on YouTube

youtube_video z04U-K7KsqU · row z04U-K7KsqU

LAION-DISCO-12M

The Explorer (Live)

Listed as D.R.I. – The Explorer (Live) (Live at the Ritz, 1987) · Watch on YouTube

youtube_video z_a8oq4EwLM · row z_a8oq4EwLM

LAION-DISCO-12M

Radio Interview #2 Part 1

Listed as D.R.I. – Radio Interview #2 Part 1 (The Dirty Rotten CD) · Watch on YouTube

youtube_video zsYO2L-JAbA · row zsYO2L-JAbA

LAION-DISCO-12M

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.