Yes. Good Riddance 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 The Dubious Glow of Excess, Year of the Rat, Shadows of Defeat

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.

The Dubious Glow of Excess

Listed as Good Riddance – The Dubious Glow of Excess (Bound by Ties of Blood and Affection) · Watch on YouTube

youtube_video -9YZslOTKwA · row -9YZslOTKwA

LAION-DISCO-12M

Year of the Rat

Listed as Good Riddance – Year of the Rat (Symptoms of a Leveling Spirit) · Watch on YouTube

youtube_video 0JQl4O3eZHk · row 0JQl4O3eZHk

LAION-DISCO-12M

Shadows of Defeat

Listed as Good Riddance – Shadows of Defeat (Remain in Memory - The Final Show) · Watch on YouTube

youtube_video 1umbwbCpshk · row 1umbwbCpshk

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I Stole Your Love

Listed as Good Riddance – I Stole Your Love (Cover Ups) · Watch on YouTube

youtube_video 30nMddngYfY · row 30nMddngYfY

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A Credit to His Gender

Listed as Good Riddance – A Credit to His Gender (Remain in Memory - The Final Show) · Watch on YouTube

youtube_video 3qIVySkXAz4 · row 3qIVySkXAz4

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Up to You

Listed as Good Riddance – Up to You (My Republic) · Watch on YouTube

youtube_video 5h5R_2Rgs9E · row 5h5R_2Rgs9E

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Cages

Listed as Good Riddance – Cages (The Phenomenon of Craving) · Watch on YouTube

youtube_video 7isYViiCHjw · row 7isYViiCHjw

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Shiloh

Listed as Good Riddance – Shiloh (Peace in Our Time) · Watch on YouTube

youtube_video 7qCaCYroCX8 · row 7qCaCYroCX8

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Yesterday's Headlines

Listed as Good Riddance – Yesterday's Headlines (Remain in Memory - The Final Show) · Watch on YouTube

youtube_video 86_ZTHbXLtg · row 86_ZTHbXLtg

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Bobby Baun

Listed as Good Riddance – Bobby Baun (Bound by Ties of Blood and Affection) · Watch on YouTube

youtube_video CbR3ZsXEp3w · row CbR3ZsXEp3w

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Rise and Fall

Listed as Good Riddance – Rise and Fall (My Republic) · Watch on YouTube

youtube_video Cm54_sVsxM4 · row Cm54_sVsxM4

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Uniontown

Listed as Good Riddance – Uniontown (The Phenomenon of Craving) · Watch on YouTube

youtube_video EVOV3aDNz7g · row EVOV3aDNz7g

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Boxing Day

Listed as Good Riddance – Boxing Day (Bound by Ties of Blood and Affection) · Watch on YouTube

youtube_video H4bWZdbzstc · row H4bWZdbzstc

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United Cigar

Listed as Good Riddance – United Cigar (Remain in Memory - The Final Show) · Watch on YouTube

youtube_video JaqM_W8czZM · row JaqM_W8czZM

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Shame, Rights & Privilege

Listed as Good Riddance – Shame, Rights & Privilege (Bound by Ties of Blood and Affection) · Watch on YouTube

youtube_video KTSpHxHbUW8 · row KTSpHxHbUW8

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A Time and a Place

Listed as Good Riddance – A Time and a Place (Operation Phoenix) · Watch on YouTube

youtube_video Nshneck7htI · row Nshneck7htI

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Defusing the Popular Struggle

Listed as Good Riddance – Defusing the Popular Struggle (Symptoms of a Leveling Spirit) · Watch on YouTube

youtube_video RRNplHfKfLc · row RRNplHfKfLc

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Paean to the Enlightenment

Listed as Good Riddance – Paean to the Enlightenment (Bound by Ties of Blood and Affection) · Watch on YouTube

youtube_video Rk-UH-pHS7w · row Rk-UH-pHS7w

LAION-DISCO-12M

Last Believer

Listed as Good Riddance – Last Believer (Remain in Memory - The Final Show) · Watch on YouTube

youtube_video Sin0P6dn2gU · row Sin0P6dn2gU

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Eversmile

Listed as Good Riddance – Eversmile (Ballads From The Revolution) · Watch on YouTube

youtube_video Us4NLaBbh5w · row Us4NLaBbh5w

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Man of God

Listed as Good Riddance – Man of God (For God and Country) · Watch on YouTube

youtube_video UvnVs36lIFc · row UvnVs36lIFc

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Think of Me

Listed as Good Riddance – Think of Me (Remain in Memory - The Final Show) · Watch on YouTube

youtube_video VdMsjsHEBts · row VdMsjsHEBts

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Grandstanding From The Cheap Seats

Listed as Good Riddance – Grandstanding From The Cheap Seats (Split) · Watch on YouTube

youtube_video W6m83qM-Us4 · row W6m83qM-Us4

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Off the Wagon

Listed as Good Riddance – Off the Wagon (Capricorn One) · Watch on YouTube

youtube_video WKCms49kzDA · row WKCms49kzDA

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Washed Away

Listed as Good Riddance – Washed Away (Peace in Our Time) · Watch on YouTube

youtube_video ZIx7QyjfkVs · row ZIx7QyjfkVs

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After the Nightmare

Listed as Good Riddance – After the Nightmare (Operation Phoenix) · Watch on YouTube

youtube_video _20cCkdAx6w · row _20cCkdAx6w

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War

Listed as Good Riddance – War (Cover Ups) · Watch on YouTube

youtube_video _QUJQl8oBM8 · row _QUJQl8oBM8

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Glory Glory

Listed as Good Riddance – Glory Glory (Peace in Our Time) · Watch on YouTube

youtube_video auvSINsUrLc · row auvSINsUrLc

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Teachable Moments

Listed as Good Riddance – Teachable Moments (Peace in Our Time) · Watch on YouTube

youtube_video bD1-aXDdjmA · row bD1-aXDdjmA

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All the Joy You've Ever Known

Listed as Good Riddance – All the Joy You've Ever Known (Symptoms of a Leveling Spirit) · Watch on YouTube

youtube_video bLchb3hqiRg · row bLchb3hqiRg

LAION-DISCO-12M

Our Better Nature

Listed as Good Riddance – Our Better Nature (Peace in Our Time) · Watch on YouTube

youtube_video bpOasB55vNo · row bpOasB55vNo

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Spit You Out

Listed as Good Riddance – Spit You Out (Symptoms of a Leveling Spirit) · Watch on YouTube

youtube_video diMSl4qBajg · row diMSl4qBajg

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Years From Now

Listed as Good Riddance – Years From Now (Ballads From The Revolution) · Watch on YouTube

youtube_video f-imAJXlv84 · row f-imAJXlv84

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21 Guns

Listed as Good Riddance – 21 Guns (Generations 1: A Punk Look At Human Rights) · Watch on YouTube

youtube_video g2YF_RYNUeE · row g2YF_RYNUeE

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Up the Affiliates

Listed as Good Riddance – Up the Affiliates (Bound by Ties of Blood and Affection) · Watch on YouTube

youtube_video gPzcu206k-M · row gPzcu206k-M

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No Greater Fight

Listed as Good Riddance – No Greater Fight (Peace in Our Time) · Watch on YouTube

youtube_video h4R_s6uPOtA · row h4R_s6uPOtA

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Lame duck arsenal

Listed as Good Riddance – Lame duck arsenal (As A Matter Of Fact) · Watch on YouTube

youtube_video hTuxRpJ3_s4 · row hTuxRpJ3_s4

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Remember Me

Listed as Good Riddance – Remember Me (Bound by Ties of Blood and Affection) · Watch on YouTube

youtube_video iUDECXEYv2g · row iUDECXEYv2g

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Calendar

Listed as Good Riddance – Calendar (The Phenomenon of Craving) · Watch on YouTube

youtube_video ji3iqHQhKlA · row ji3iqHQhKlA

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Blue Black Eyes

Listed as Good Riddance – Blue Black Eyes (Symptoms of a Leveling Spirit) · Watch on YouTube

youtube_video k32rXOoNcHM · row k32rXOoNcHM

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Leader of the Pack

Listed as Good Riddance – Leader of the Pack (Cover Ups) · Watch on YouTube

youtube_video kpbrgvReH8U · row kpbrgvReH8U

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One for the Braves

Listed as Good Riddance – One for the Braves (Remain in Memory - The Final Show) · Watch on YouTube

youtube_video mp7KK0s5bxI · row mp7KK0s5bxI

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Broken

Listed as Good Riddance – Broken (My Republic) · Watch on YouTube

youtube_video nX12GJbXnjQ · row nX12GJbXnjQ

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Grace and Virtue

Listed as Good Riddance – Grace and Virtue (Peace in Our Time) · Watch on YouTube

youtube_video tgw4QhhtRjE · row tgw4QhhtRjE

LAION-DISCO-12M

Dylan

Listed as Good Riddance – Dylan (Bound by Ties of Blood and Affection) · Watch on YouTube

youtube_video vX-ZrYmL5X8 · row vX-ZrYmL5X8

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Black Bag Confidential

Listed as Good Riddance – Black Bag Confidential (Bound by Ties of Blood and Affection) · Watch on YouTube

youtube_video wC26FQ1ahMw · row wC26FQ1ahMw

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This Beast Is Dangerous

Listed as Good Riddance – This Beast Is Dangerous (My Republic) · Watch on YouTube

youtube_video xFHOaUUyyx8 · row xFHOaUUyyx8

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Class War 2000

Listed as Good Riddance – Class War 2000 (Capricorn One) · Watch on YouTube

youtube_video xysmRRahuPk · row xysmRRahuPk

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Yesterday Died - Tomorrow Won't Be Born

Listed as Good Riddance – Yesterday Died - Tomorrow Won't Be Born (Operation Phoenix) · Watch on YouTube

youtube_video yoVrECF4lTA · row yoVrECF4lTA

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Great Leap Forward

Listed as Good Riddance – Great Leap Forward (Symptoms of a Leveling Spirit) · Watch on YouTube

youtube_video zLHB1B_SOrg · row zLHB1B_SOrg

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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.