Yes. Tupperwave 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 Night Walker (feat. NATIONAL ナショナル), I Want You For Myself, Parlour

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.

Night Walker (feat. NATIONAL ナショナル)

Listed as Tupperwave – Night Walker (feat. NATIONAL ナショナル) (Koala Korp) · Watch on YouTube

youtube_video 11Qr8Dyo00o · row 11Qr8Dyo00o

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I Want You For Myself

Listed as Tupperwave – I Want You For Myself (Synthetic Sweetheart) · Watch on YouTube

youtube_video 4LQQM77FKbU · row 4LQQM77FKbU

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Parlour

Listed as Tupperwave – Parlour (VaporLoops, Vol. 3) · Watch on YouTube

youtube_video 74uJG5viJ04 · row 74uJG5viJ04

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The Waves

Listed as Tupperwave – The Waves (VaporLoops, Vol. 3) · Watch on YouTube

youtube_video 893QVnal8YQ · row 893QVnal8YQ

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Private Beach

Listed as Tupperwave – Private Beach (One Life Stand) · Watch on YouTube

youtube_video 948Rz4jZwRw · row 948Rz4jZwRw

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Night Cappuccino

Listed as Tupperwave – Night Cappuccino (Tupperwave) · Watch on YouTube

youtube_video CcUpEN3Uuzg · row CcUpEN3Uuzg

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Insomnia

Listed as Tupperwave – Insomnia (Synthetic Sweetheart) · Watch on YouTube

youtube_video EYqcLk6r9NM · row EYqcLk6r9NM

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Deception And Devotion

Listed as Tupperwave – Deception And Devotion (Tupperwave) · Watch on YouTube

youtube_video G3v_Ggjhums · row G3v_Ggjhums

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Synthetic Sweetheart

Listed as Tupperwave – Synthetic Sweetheart (Synthetic Sweetheart) · Watch on YouTube

youtube_video Hdl6u4muXpg · row Hdl6u4muXpg

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Evie (2023 Remaster)

Listed as Tupperwave – Evie (2023 Remaster) (To You Baby, With Love (2023 Remaster)) · Watch on YouTube

youtube_video JpfxloCPzqk · row JpfxloCPzqk

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Cloud Surfing

Listed as Tupperwave – Cloud Surfing (Until We Meet Again) · Watch on YouTube

youtube_video LnRjNeCBclo · row LnRjNeCBclo

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Costa Azul

Listed as Tupperwave – Costa Azul (Tupperwave) · Watch on YouTube

youtube_video NuVEgqdV8VY · row NuVEgqdV8VY

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Affliction

Listed as Tupperwave – Affliction (Digital Despair) · Watch on YouTube

youtube_video OXKfW65CuRk · row OXKfW65CuRk

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Morose

Listed as Tupperwave – Morose (Koala Korp II) · Watch on YouTube

youtube_video POo7KYA4aM4 · row POo7KYA4aM4

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Designer Dreams

Listed as Tupperwave – Designer Dreams (Tupperwave) · Watch on YouTube

youtube_video Q0cxqZh8ZIw · row Q0cxqZh8ZIw

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First Kiss

Listed as Tupperwave – First Kiss (Pleasures of Conformity) · Watch on YouTube

youtube_video QjpKWbZNoxc · row QjpKWbZNoxc

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The Last Day

Listed as Tupperwave – The Last Day (Baby, I Miss You) · Watch on YouTube

youtube_video QqMsTRbAt1I · row QqMsTRbAt1I

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Never Let You Go Away

Listed as Tupperwave – Never Let You Go Away (Tupperwave) · Watch on YouTube

youtube_video SusDIChDt2c · row SusDIChDt2c

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Lonely Beach

Listed as Tupperwave – Lonely Beach (Pleasures of Conformity) · Watch on YouTube

youtube_video Tg3t2WVEQQ0 · row Tg3t2WVEQQ0

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Cell Phone Meeting

Listed as Tupperwave – Cell Phone Meeting (VaporLoops, Vol. 2) · Watch on YouTube

youtube_video UNSd0wfB9W8 · row UNSd0wfB9W8

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Make It Be Summer

Listed as Tupperwave – Make It Be Summer (One Life Stand) · Watch on YouTube

youtube_video XV01J7UxfS4 · row XV01J7UxfS4

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Sweetest Dreams

Listed as Tupperwave – Sweetest Dreams (Pleasures of Conformity) · Watch on YouTube

youtube_video _RxJTdHY9gE · row _RxJTdHY9gE

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Things Are Going to Get Better

Listed as Tupperwave – Things Are Going to Get Better (Koala Korp II) · Watch on YouTube

youtube_video _YjVsgutZPI · row _YjVsgutZPI

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Rendered Romance

Listed as Tupperwave – Rendered Romance (Sunset Dreaming) · Watch on YouTube

youtube_video _z-EVuDSW5o · row _z-EVuDSW5o

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The Way You Stare

Listed as Tupperwave – The Way You Stare (The Way You Stare) · Watch on YouTube

youtube_video bqKYI-fmbAQ · row bqKYI-fmbAQ

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If You're Reading This

Listed as Tupperwave – If You're Reading This (Synthetic Sweetheart) · Watch on YouTube

youtube_video c2R6wBUce0c · row c2R6wBUce0c

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Feel

Listed as Tupperwave – Feel (Koala Korp II) · Watch on YouTube

youtube_video cvoZE51GRHE · row cvoZE51GRHE

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Compound Affection

Listed as Tupperwave – Compound Affection (VaporLoops, Vol. 2) · Watch on YouTube

youtube_video cz_KWunolws · row cz_KWunolws

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Costa Verde

Listed as Tupperwave – Costa Verde (Tupperwave) · Watch on YouTube

youtube_video eADaYDnGjDQ · row eADaYDnGjDQ

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Kirra Sunset

Listed as Tupperwave – Kirra Sunset (Marina Forever) · Watch on YouTube

youtube_video ey4pEWKb-UA · row ey4pEWKb-UA

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Mind The Mind

Listed as Tupperwave – Mind The Mind (Digital Despair) · Watch on YouTube

youtube_video fNJOmhIMTN4 · row fNJOmhIMTN4

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Esplanade

Listed as Tupperwave – Esplanade (Marina Forever) · Watch on YouTube

youtube_video fbJzsvxAC0Y · row fbJzsvxAC0Y

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Stay

Listed as Tupperwave – Stay (VaporLoops, Vol. 2) · Watch on YouTube

youtube_video fyJwPHVJe5g · row fyJwPHVJe5g

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Sunshine

Listed as Tupperwave – Sunshine (Skakotan Empire) · Watch on YouTube

youtube_video g7565uHjUSA · row g7565uHjUSA

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Style (feat. Kurdtbada)

Listed as Tupperwave – Style (feat. Kurdtbada) (To You Baby, With Love) · Watch on YouTube

youtube_video g7FhjXLtpyY · row g7FhjXLtpyY

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Waterfront

Listed as Tupperwave – Waterfront (Marina Forever) · Watch on YouTube

youtube_video hfuY8uKf1G4 · row hfuY8uKf1G4

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Forever On My Mind

Listed as Tupperwave – Forever On My Mind (VaporLoops, Vol. 2) · Watch on YouTube

youtube_video hg0VDvTcnA0 · row hg0VDvTcnA0

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Paradise Point

Listed as Tupperwave – Paradise Point (Marina Forever) · Watch on YouTube

youtube_video n7VSURzJvos · row n7VSURzJvos

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Men's Club

Listed as Tupperwave – Men's Club (VaporLoops, Vol. 3) · Watch on YouTube

youtube_video nbNhdIU_th0 · row nbNhdIU_th0

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Summer Love

Listed as Tupperwave – Summer Love (Pleasures of Conformity) · Watch on YouTube

youtube_video nzlbWMQfOxc · row nzlbWMQfOxc

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Jane Fonda

Listed as Tupperwave – Jane Fonda (Hooked On Aesthetics) · Watch on YouTube

youtube_video p1RU14ad6dE · row p1RU14ad6dE

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I Can't Get Enough Of Losing You

Listed as Tupperwave – I Can't Get Enough Of Losing You (I Can't Get Enough Of Losing You) · Watch on YouTube

youtube_video pN0iBkjlk8I · row pN0iBkjlk8I

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To You Baby, With Love (2023 Remaster)

Listed as Tupperwave – To You Baby, With Love (2023 Remaster) (To You Baby, With Love (2023 Remaster)) · Watch on YouTube

youtube_video sV_dBNF1WkU · row sV_dBNF1WkU

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Unspoken

Listed as Tupperwave – Unspoken (VaporLoops, Vol. 3) · Watch on YouTube

youtube_video sxaQNwkGnlc · row sxaQNwkGnlc

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Angel's Flight

Listed as Tupperwave – Angel's Flight (VaporLoops, Vol. 1) · Watch on YouTube

youtube_video u7wlXHA2ZuM · row u7wlXHA2ZuM

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Arcade Angel

Listed as Tupperwave – Arcade Angel (VaporLoops, Vol. 2) · Watch on YouTube

youtube_video vbKSIHLrkkE · row vbKSIHLrkkE

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Full Time Lover

Listed as Tupperwave – Full Time Lover (VaporLoops, Vol. 2) · Watch on YouTube

youtube_video wtFzkgyJ6bQ · row wtFzkgyJ6bQ

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Paradise Ocean Club

Listed as Tupperwave – Paradise Ocean Club (Baby, I Miss You) · Watch on YouTube

youtube_video yDeX3n1qwvk · row yDeX3n1qwvk

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Bridge

Listed as Tupperwave – Bridge (Koala Korp II) · Watch on YouTube

youtube_video ygVFtVij6E0 · row ygVFtVij6E0

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Cherry Blossoms

Listed as Tupperwave – Cherry Blossoms (VaporLoops, Vol. 1) · Watch on YouTube

youtube_video ynjnKwhTRGk · row ynjnKwhTRGk

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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.