Yes. Aimee Mann has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Lullaby (Exclusive B-Side), Ballantines, Never Let You Go

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Lullaby (Exclusive B-Side)

Listed as Aimee Mann – Lullaby (Exclusive B-Side) (@#%&*! Smilers (Deluxe)) · Watch on YouTube

youtube_video -RKSJzhx1j0 · row -RKSJzhx1j0

LAION-DISCO-12M

Ballantines

Listed as Aimee Mann – Ballantines (@#%&*! Smilers (Deluxe)) · Watch on YouTube

youtube_video 1-zHfPJPbYQ · row 1-zHfPJPbYQ

LAION-DISCO-12M

Never Let You Go

Listed as Aimee Mann – Never Let You Go (M.O.D.O.K. (Original Soundtrack)) · Watch on YouTube

youtube_video 1C8TEn2q4-4 · row 1C8TEn2q4-4

LAION-DISCO-12M

Deathly

Listed as Aimee Mann – Deathly (Live at St. Ann's Warehouse) · Watch on YouTube

youtube_video 3r0rv7ww3vA · row 3r0rv7ww3vA

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Red Flag Diver

Listed as Aimee Mann – Red Flag Diver (Charmer) · Watch on YouTube

youtube_video 4pHFq3RvBMk · row 4pHFq3RvBMk

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Going Through the Motions

Listed as Aimee Mann – Going Through the Motions (Live at St. Ann's Warehouse) · Watch on YouTube

youtube_video 6XqlBNXRvcI · row 6XqlBNXRvcI

LAION-DISCO-12M

Calling On Mary

Listed as Aimee Mann – Calling On Mary (One More Drifter in the Snow) · Watch on YouTube

youtube_video 7mcAen1D_mI · row 7mcAen1D_mI

LAION-DISCO-12M

Check (reprise)

Listed as Aimee Mann – Check (reprise) (Queens of the Summer Hotel) · Watch on YouTube

youtube_video AA-BR0F_sak · row AA-BR0F_sak

LAION-DISCO-12M

Fighting the Stall

Listed as Aimee Mann – Fighting the Stall (Lost In Space (Deluxe Edition)) · Watch on YouTube

youtube_video AN-axMpEF6k · row AN-axMpEF6k

LAION-DISCO-12M

Checks

Listed as Aimee Mann – Checks (Queens of the Summer Hotel) · Watch on YouTube

youtube_video BIwXVgkBhmc · row BIwXVgkBhmc

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I Know There's A Word

Listed as Aimee Mann – I Know There's A Word (Whatever) · Watch on YouTube

youtube_video Bi8xr__qwYs · row Bi8xr__qwYs

LAION-DISCO-12M

Christmastime

Listed as Aimee Mann – Christmastime (One More Drifter in the Snow) · Watch on YouTube

youtube_video CSsNfGwGgnY · row CSsNfGwGgnY

LAION-DISCO-12M

Jacob Marley's Chain

Listed as Aimee Mann – Jacob Marley's Chain (Whatever) · Watch on YouTube

youtube_video Fr2nyWA6QI8 · row Fr2nyWA6QI8

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Home by Now

Listed as Aimee Mann – Home by Now (Queens of the Summer Hotel) · Watch on YouTube

youtube_video GN1AEiDOkhk · row GN1AEiDOkhk

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Living a Lie (feat. Aimee Mann)

Listed as Aimee Mann – Living a Lie (feat. Aimee Mann) (Charmer) · Watch on YouTube

youtube_video GNGV5OXkjio · row GNGV5OXkjio

LAION-DISCO-12M

Columbus Avenue

Listed as Aimee Mann – Columbus Avenue (@#%&*! Smilers (Deluxe)) · Watch on YouTube

youtube_video HIFmzHFYZCg · row HIFmzHFYZCg

LAION-DISCO-12M

Way Back When

Listed as Aimee Mann – Way Back When (Whatever) · Watch on YouTube

youtube_video HMC8FOu0NgY · row HMC8FOu0NgY

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Little Chameleon

Listed as Aimee Mann – Little Chameleon (Queens of the Summer Hotel) · Watch on YouTube

youtube_video IggK5Uuxe2E · row IggK5Uuxe2E

LAION-DISCO-12M

Whatever Happened to Christmas

Listed as Aimee Mann – Whatever Happened to Christmas (One More Drifter in the Snow) · Watch on YouTube

youtube_video KgmNjYJrN3k · row KgmNjYJrN3k

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Observatory

Listed as Aimee Mann – Observatory (Lost In Space (Deluxe Edition)) · Watch on YouTube

youtube_video KrXvEhss2Ac · row KrXvEhss2Ac

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That's Just What You Are

Listed as Aimee Mann – That's Just What You Are (Live at St. Ann's Warehouse) · Watch on YouTube

youtube_video MPttH5bh43w · row MPttH5bh43w

LAION-DISCO-12M

Freeway (Exclusive Acoustic Version)

Listed as Aimee Mann – Freeway (Exclusive Acoustic Version) (@#%&*! Smilers (Deluxe)) · Watch on YouTube

youtube_video OHEcU1s_kfo · row OHEcU1s_kfo

LAION-DISCO-12M

Beautiful

Listed as Aimee Mann – Beautiful (The Forgotten Arm) · Watch on YouTube

youtube_video Pcicp8rxGeE · row Pcicp8rxGeE

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I Could Hurt You Now

Listed as Aimee Mann – I Could Hurt You Now (Whatever) · Watch on YouTube

youtube_video R22YHSQ8-Rw · row R22YHSQ8-Rw

LAION-DISCO-12M

Frankenstein

Listed as Aimee Mann – Frankenstein (I'm With Stupid) · Watch on YouTube

youtube_video SGLHL_q2Lr0 · row SGLHL_q2Lr0

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Ray

Listed as Aimee Mann – Ray (I'm With Stupid) · Watch on YouTube

youtube_video TAIhPFsjND0 · row TAIhPFsjND0

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Gamma Ray

Listed as Aimee Mann – Gamma Ray (Charmer) · Watch on YouTube

youtube_video TIBpTFcQHME · row TIBpTFcQHME

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You're Lost

Listed as Aimee Mann – You're Lost (Queens of the Summer Hotel) · Watch on YouTube

youtube_video Ty8md3004Vs · row Ty8md3004Vs

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Medicine Wheel

Listed as Aimee Mann – Medicine Wheel (@#%&*! Smilers (Deluxe)) · Watch on YouTube

youtube_video WFk7jvwZIu4 · row WFk7jvwZIu4

LAION-DISCO-12M

Yesterday Once More

Listed as Aimee Mann – Yesterday Once More (VINYL: Music From The HBO® Original Series - Vol. 1.2) · Watch on YouTube

youtube_video ZpQXsqAf4iQ · row ZpQXsqAf4iQ

LAION-DISCO-12M

Gumby

Listed as Aimee Mann – Gumby (Charmer) · Watch on YouTube

youtube_video a6rPs2IvXTE · row a6rPs2IvXTE

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Amateur

Listed as Aimee Mann – Amateur (Live at St. Ann's Warehouse) · Watch on YouTube

youtube_video bTphwppoaxw · row bTphwppoaxw

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Long Shot

Listed as Aimee Mann – Long Shot (Live at St. Ann's Warehouse) · Watch on YouTube

youtube_video evIpONjrZ24 · row evIpONjrZ24

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Stranger Into Starman

Listed as Aimee Mann – Stranger Into Starman (@#%&*! Smilers (Deluxe)) · Watch on YouTube

youtube_video ezOSQzVV1nc · row ezOSQzVV1nc

LAION-DISCO-12M

You're A Mean One Mr. Grinch

Listed as Aimee Mann – You're A Mean One Mr. Grinch (One More Drifter in the Snow) · Watch on YouTube

youtube_video j-GxZ7Akl_U · row j-GxZ7Akl_U

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Winter Wonderland

Listed as Aimee Mann – Winter Wonderland (One More Drifter in the Snow) · Watch on YouTube

youtube_video kh49jAMkgns · row kh49jAMkgns

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True Believer

Listed as Aimee Mann – True Believer (@#%&*! Smilers (Deluxe)) · Watch on YouTube

youtube_video kx_jApOzw7Y · row kx_jApOzw7Y

LAION-DISCO-12M

Have Yourself A Merry Little Christmas

Listed as Aimee Mann – Have Yourself A Merry Little Christmas (One More Drifter in the Snow) · Watch on YouTube

youtube_video mGvmiZS1ZKQ · row mGvmiZS1ZKQ

LAION-DISCO-12M

The Moth

Listed as Aimee Mann – The Moth (Live at St. Ann's Warehouse) · Watch on YouTube

youtube_video maoMCBtxqI8 · row maoMCBtxqI8

LAION-DISCO-12M

Great Beyond

Listed as Aimee Mann – Great Beyond (@#%&*! Smilers (Deluxe)) · Watch on YouTube

youtube_video nItR2EtBHfE · row nItR2EtBHfE

LAION-DISCO-12M

Par For The Course

Listed as Aimee Mann – Par For The Course (I'm With Stupid) · Watch on YouTube

youtube_video nKuF3XsR7FI · row nKuF3XsR7FI

LAION-DISCO-12M

You Could Have Been a Roosevelt

Listed as Aimee Mann – You Could Have Been a Roosevelt (Queens of the Summer Hotel) · Watch on YouTube

youtube_video oOwUkzKuzZc · row oOwUkzKuzZc

LAION-DISCO-12M

Barfly

Listed as Aimee Mann – Barfly (Charmer) · Watch on YouTube

youtube_video rEacQXHpSNY · row rEacQXHpSNY

LAION-DISCO-12M

Pavlov's Bell

Listed as Aimee Mann – Pavlov's Bell (Live at St. Ann's Warehouse) · Watch on YouTube

youtube_video rjYxuCUdFVc · row rjYxuCUdFVc

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I'm Cured

Listed as Aimee Mann – I'm Cured (I'm Cured) · Watch on YouTube

youtube_video tNVnPo6UeeM · row tNVnPo6UeeM

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Brother's Keeper (Bonus Track)

Listed as Aimee Mann – Brother's Keeper (Bonus Track) (Charmer) · Watch on YouTube

youtube_video tO1rg0ahyDU · row tO1rg0ahyDU

LAION-DISCO-12M

It's Over

Listed as Aimee Mann – It's Over (@#%&*! Smilers (Deluxe)) · Watch on YouTube

youtube_video uMtszjznNeA · row uMtszjznNeA

LAION-DISCO-12M

Invisible Ink (Live)

Listed as Aimee Mann – Invisible Ink (Live) (Lost In Space (Deluxe Edition)) · Watch on YouTube

youtube_video xdAP-PhsCbA · row xdAP-PhsCbA

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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.