Yes. The Muffs 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 Late And Sorry, My Whore, Saying Goodbye To Phil (4-Track Demo)

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.

Late And Sorry

Listed as The Muffs – Late And Sorry (No Holiday) · Watch on YouTube

youtube_video -HyZ5mYuND0 · row -HyZ5mYuND0

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My Whore

Listed as The Muffs – My Whore (Kaboodle) · Watch on YouTube

youtube_video 0rEFMsSwSKo · row 0rEFMsSwSKo

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Saying Goodbye To Phil (4-Track Demo)

Listed as The Muffs – Saying Goodbye To Phil (4-Track Demo) (The Muffs Demos) · Watch on YouTube

youtube_video 0u7wtUm_zfg · row 0u7wtUm_zfg

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The Story of Me

Listed as The Muffs – The Story of Me (Really Really Happy) · Watch on YouTube

youtube_video 1RsB1Wkc4YM · row 1RsB1Wkc4YM

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Forget The Day

Listed as The Muffs – Forget The Day (Whoop Dee Doo) · Watch on YouTube

youtube_video 6wRiJKYdKIQ · row 6wRiJKYdKIQ

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My Awful Dream

Listed as The Muffs – My Awful Dream (Really Really Happy) · Watch on YouTube

youtube_video 7U3B6obJCSI · row 7U3B6obJCSI

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The Kids Have Gone Away

Listed as The Muffs – The Kids Have Gone Away (No Holiday) · Watch on YouTube

youtube_video 8zu3cmZorSo · row 8zu3cmZorSo

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Sky

Listed as The Muffs – Sky (No Holiday) · Watch on YouTube

youtube_video 94kHYQeOerA · row 94kHYQeOerA

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I Get It

Listed as The Muffs – I Get It (Whoop Dee Doo) · Watch on YouTube

youtube_video 9EReAfeoEIs · row 9EReAfeoEIs

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Too Awake

Listed as The Muffs – Too Awake (No Holiday) · Watch on YouTube

youtube_video ASLTMnrxgK4 · row ASLTMnrxgK4

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Uh Oh (Bonus Track)

Listed as The Muffs – Uh Oh (Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video C8xWJdj1JhY · row C8xWJdj1JhY

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Insane

Listed as The Muffs – Insane (No Holiday) · Watch on YouTube

youtube_video CK5jKdvfmyA · row CK5jKdvfmyA

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Lucky Charm

Listed as The Muffs – Lucky Charm (No Holiday) · Watch on YouTube

youtube_video DAS05ImE8HA · row DAS05ImE8HA

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My Face (4-Track Demo)

Listed as The Muffs – My Face (4-Track Demo) (The Muffs Demos) · Watch on YouTube

youtube_video Dr0gJwyLAaE · row Dr0gJwyLAaE

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The Best

Listed as The Muffs – The Best (No Holiday) · Watch on YouTube

youtube_video EM0rMw8ubjQ · row EM0rMw8ubjQ

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All For Nothing (4-Track Demo)

Listed as The Muffs – All For Nothing (4-Track Demo) (The Muffs Demos) · Watch on YouTube

youtube_video FXQP_WBn-H0 · row FXQP_WBn-H0

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By My Side

Listed as The Muffs – By My Side (Really Really Happy) · Watch on YouTube

youtube_video FbHUq-YNrj8 · row FbHUq-YNrj8

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Do You Want Her (4-Track Demo)

Listed as The Muffs – Do You Want Her (4-Track Demo) (The Muffs Demos) · Watch on YouTube

youtube_video Jv998IFgOPU · row Jv998IFgOPU

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Lay Down (It's So Much Better)

Listed as The Muffs – Lay Down (It's So Much Better) (Whoop Dee Doo) · Watch on YouTube

youtube_video L-sWgc05rz4 · row L-sWgc05rz4

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A Little Luxury (Demo) [Bonus Track] (Demo; Bonus Track)

Listed as The Muffs – A Little Luxury (Demo) [Bonus Track] (Demo; Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video LPoyvD1Iy1E · row LPoyvD1Iy1E

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Freak out (Demo) [Bonus Track] (Demo; Bonus Track)

Listed as The Muffs – Freak out (Demo) [Bonus Track] (Demo; Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video LipP7xy9t_8 · row LipP7xy9t_8

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You Talk And You Talk

Listed as The Muffs – You Talk And You Talk (No Holiday) · Watch on YouTube

youtube_video Mr-sx7nsD9w · row Mr-sx7nsD9w

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Really Really Happy (Demo) [Bonus Track] (Demo; Bonus Track)

Listed as The Muffs – Really Really Happy (Demo) [Bonus Track] (Demo; Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video Qx7LZdrkZlA · row Qx7LZdrkZlA

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Oh Poor You

Listed as The Muffs – Oh Poor You (Really Really Happy) · Watch on YouTube

youtube_video S9iiFoBtbrg · row S9iiFoBtbrg

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Even Now (Demo) [Bonus Track] (Demo; Bonus Track)

Listed as The Muffs – Even Now (Demo) [Bonus Track] (Demo; Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video SnMqwSvJxDw · row SnMqwSvJxDw

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The Story of Me (Demo) [Bonus Track] (Demo; Bonus Track)

Listed as The Muffs – The Story of Me (Demo) [Bonus Track] (Demo; Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video U0WGe7lKc4U · row U0WGe7lKc4U

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Like You Don't See Me

Listed as The Muffs – Like You Don't See Me (Whoop Dee Doo) · Watch on YouTube

youtube_video Ueod-oCsx_c · row Ueod-oCsx_c

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How I Pass the Time (Demo) [Bonus Track] (Demo; Bonus Track)

Listed as The Muffs – How I Pass the Time (Demo) [Bonus Track] (Demo; Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video WPA2nht2Ijo · row WPA2nht2Ijo

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Ethyl My Love (4-Track Demo)

Listed as The Muffs – Ethyl My Love (4-Track Demo) (The Muffs Demos) · Watch on YouTube

youtube_video Y0lQE--ODJc · row Y0lQE--ODJc

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When I Was Down

Listed as The Muffs – When I Was Down (Hamburger) · Watch on YouTube

youtube_video bQqZIZNkUQ4 · row bQqZIZNkUQ4

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Oh Poor You (Demo) [Bonus Track] (Demo; Bonus Track)

Listed as The Muffs – Oh Poor You (Demo) [Bonus Track] (Demo; Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video dYy3JJUjVAI · row dYy3JJUjVAI

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And I Go Pow (Demo) [Bonus Track] (Demo; Bonus Track)

Listed as The Muffs – And I Go Pow (Demo) [Bonus Track] (Demo; Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video eK5nfkTS_lU · row eK5nfkTS_lU

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Nothing for Me

Listed as The Muffs – Nothing for Me (Hamburger) · Watch on YouTube

youtube_video i8RmqV10jGY · row i8RmqV10jGY

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I Don't Know About You

Listed as The Muffs – I Don't Know About You (Kaboodle) · Watch on YouTube

youtube_video iTzp3QF398k · row iTzp3QF398k

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By My Side (Demo) [Bonus Track] (Demo; Bonus Track)

Listed as The Muffs – By My Side (Demo) [Bonus Track] (Demo; Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video jUCXA9BRtJE · row jUCXA9BRtJE

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Do the Robot

Listed as The Muffs – Do the Robot (Hamburger) · Watch on YouTube

youtube_video jriDk-arnxY · row jriDk-arnxY

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Happier Just Being With You

Listed as The Muffs – Happier Just Being With You (No Holiday) · Watch on YouTube

youtube_video jvHHnTJt38g · row jvHHnTJt38g

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Sick Of This Old World

Listed as The Muffs – Sick Of This Old World (No Holiday) · Watch on YouTube

youtube_video m238t8u_1co · row m238t8u_1co

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Slow (Demo) [Bonus Track] (Demo; Bonus Track)

Listed as The Muffs – Slow (Demo) [Bonus Track] (Demo; Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video mN3JfZjfChw · row mN3JfZjfChw

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To That Funny Place

Listed as The Muffs – To That Funny Place (No Holiday) · Watch on YouTube

youtube_video muQJnAyvix8 · row muQJnAyvix8

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My Imagination (Bonus Track)

Listed as The Muffs – My Imagination (Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video nrcIAmkZe2o · row nrcIAmkZe2o

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Under the Covers in Jammies

Listed as The Muffs – Under the Covers in Jammies (Kaboodle) · Watch on YouTube

youtube_video qB9y7ugFjAU · row qB9y7ugFjAU

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I Don't Expect It (4-Track Demo)

Listed as The Muffs – I Don't Expect It (4-Track Demo) (The Muffs Demos) · Watch on YouTube

youtube_video rE_HY6yhGz0 · row rE_HY6yhGz0

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Goodnight Now

Listed as The Muffs – Goodnight Now (Hamburger) · Watch on YouTube

youtube_video rxPpI8rN1LE · row rxPpI8rN1LE

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Don't Pick on Me (Demo) [Bonus Track] (Demo; Bonus Track)

Listed as The Muffs – Don't Pick on Me (Demo) [Bonus Track] (Demo; Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video tBKaPMQ5iyk · row tBKaPMQ5iyk

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Where Did I Go Wrong

Listed as The Muffs – Where Did I Go Wrong (Whoop Dee Doo) · Watch on YouTube

youtube_video v4PQJGocozw · row v4PQJGocozw

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Something Inside (Demo) [Bonus Track] (Demo; Bonus Track)

Listed as The Muffs – Something Inside (Demo) [Bonus Track] (Demo; Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video vngLAWwvMt0 · row vngLAWwvMt0

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Not Like Me (4-Track Demo)

Listed as The Muffs – Not Like Me (4-Track Demo) (The Muffs Demos) · Watch on YouTube

youtube_video wcsS_xUJyNI · row wcsS_xUJyNI

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I Hate Gym (Bonus Track)

Listed as The Muffs – I Hate Gym (Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video yfmjqh2P528 · row yfmjqh2P528

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Everybody Loves You (Demo) [Bonus Track] (Demo; Bonus Track)

Listed as The Muffs – Everybody Loves You (Demo) [Bonus Track] (Demo; Bonus Track) (Really Really Happy) · Watch on YouTube

youtube_video yweLQkIHM-w · row yweLQkIHM-w

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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.