Yes. Lisa Lashes has 128 songs listed in a dataset used to train AI music models.

Used for training 128

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 Lookin' Good (Sam Divine Remix), Unbelievable, We Came, We Saw...

Listed under the artist name 128 songs in LAION-DISCO-12M

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

Lookin' Good (Sam Divine Remix)

Listed as Lisa Lashes, Sam Divine – Lookin' Good (Sam Divine Remix) (Lookin' Good (Sam Divine Remix)) · Watch on YouTube

youtube_video -nDaeGJBkiM · row -nDaeGJBkiM

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Unbelievable

Listed as Lisa Lashes – Unbelievable (Unbelievable) · Watch on YouTube

youtube_video 1PjEA6tiJ2o · row 1PjEA6tiJ2o

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We Came, We Saw...

Listed as Lisa Lashes – We Came, We Saw... (Sundissential EP) · Watch on YouTube

youtube_video 5ls55ywV7Ww · row 5ls55ywV7Ww

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Topaz

Listed as Lisa Lashes – Topaz (Harmonic Degree) · Watch on YouTube

youtube_video 8oPI5S6Q1OY · row 8oPI5S6Q1OY

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Dissaray

Listed as Lisa Lashes, Alex Kidd, Kidd Kaos – Dissaray (Kiddfectious World Tour 2011) · Watch on YouTube

youtube_video 9HIXuMQOFjI · row 9HIXuMQOFjI

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Always Faithful (Lisa Lashes Orgininal)

Listed as Lisa Lashes – Always Faithful (Lisa Lashes Orgininal) (Always Faithful) · Watch on YouTube

youtube_video BN0xT64Hct8 · row BN0xT64Hct8

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What Can You Do 4 Me?

Listed as Lisa Lashes – What Can You Do 4 Me? (What Can You Do 4 Me?) · Watch on YouTube

youtube_video BRxRAGuyQew · row BRxRAGuyQew

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Can't Sleep

Listed as Lisa Lashes – Can't Sleep (Lisa Lashes) · Watch on YouTube

youtube_video DWED-N-SCQU · row DWED-N-SCQU

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Dancefloor Orgy

Listed as Lisa Lashes – Dancefloor Orgy (Central Energy 2010, Vol. 23) · Watch on YouTube

youtube_video DZO-5O1qwB4 · row DZO-5O1qwB4

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Snapshot

Listed as Lisa Lashes – Snapshot (Snapshot) · Watch on YouTube

youtube_video G8J7qZxUqLg · row G8J7qZxUqLg

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Hey Yeah

Listed as Lisa Lashes – Hey Yeah (Pure Intec 4 (Mixed by Carl Cox & Jon Rundell)) · Watch on YouTube

youtube_video GDZZg67RX60 · row GDZZg67RX60

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Numero Uno (Ummet Ozcan Remix)

Listed as Lisa Lashes – Numero Uno (Ummet Ozcan Remix) (A State Of Trance Radio Top 15 - July 2011 (Including Classic Bonus Track)) · Watch on YouTube

youtube_video HdHrsJSZvpo · row HdHrsJSZvpo

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Trust Her (X-Noize & Painkiller Remix) (feat. X-Noize & Painkiller)

Listed as Lisa Lashes – Trust Her (X-Noize & Painkiller Remix) (feat. X-Noize & Painkiller) (Trust Her (X-Noize & Painkiller Remix)) · Watch on YouTube

youtube_video IOUOQpMzM0M · row IOUOQpMzM0M

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You're Not Alone

Listed as Lisa Lashes & Anne Savage – You're Not Alone (We Come One) · Watch on YouTube

youtube_video IlIdLvQT-wE · row IlIdLvQT-wE

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Numero Uno

Listed as Lisa Lashes – Numero Uno (Numero Uno) · Watch on YouTube

youtube_video KQp7DTiq_rg · row KQp7DTiq_rg

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Unbelievable (Album Mix)

Listed as Lisa Lashes – Unbelievable (Album Mix) (Lisa Lashes) · Watch on YouTube

youtube_video Kt628X1XQWQ · row Kt628X1XQWQ

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Overloaded

Listed as Lisa Lashes – Overloaded (Lisa Lashes) · Watch on YouTube

youtube_video MZjVIRR0Leg · row MZjVIRR0Leg

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Zipp It

Listed as Lisa Lashes – Zipp It (Lisa Lashes) · Watch on YouTube

youtube_video NvlHRp4kYxE · row NvlHRp4kYxE

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The Bends (Heatbeat Remix)

Listed as Lisa Lashes – The Bends (Heatbeat Remix) (The Bends) · Watch on YouTube

youtube_video PVOJ5hUEc-s · row PVOJ5hUEc-s

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Nu Religion

Listed as Lisa Lashes, Alex Kidd, Kidd Kaos – Nu Religion (Kiddfectious 3rd Birthday) · Watch on YouTube

youtube_video P_8mdkEljB0 · row P_8mdkEljB0

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Lookin' Good

Listed as Lisa Lashes – Lookin' Good (Tidy Girls EP) · Watch on YouTube

youtube_video QIcNf--Pico · row QIcNf--Pico

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Looking Good (Anne Savage & Tom Berry Remix)

Listed as Lisa Lashes – Looking Good (Anne Savage & Tom Berry Remix) (Full Throttle) · Watch on YouTube

youtube_video Qi-PPOsvzaM · row Qi-PPOsvzaM

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Wanted To Feel

Listed as Lisa Lashes – Wanted To Feel (Wanted To Feel) · Watch on YouTube

youtube_video Swu7JfEmi6s · row Swu7JfEmi6s

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Not For Kids

Listed as Lisa Lashes – Not For Kids (Not For Kids) · Watch on YouTube

youtube_video TbyqohGG_dE · row TbyqohGG_dE

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Go To Jail

Listed as Lisa Lashes – Go To Jail (Lisa Lashes) · Watch on YouTube

youtube_video Ud--Jcwr9V0 · row Ud--Jcwr9V0

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Dance 2 The House (Don't Go) (Mofo Disco Remix - Mix Cut)

Listed as Lisa Lashes – Dance 2 The House (Don't Go) (Mofo Disco Remix - Mix Cut) (Tidy Trashed - Bootlegs & Blags) · Watch on YouTube

youtube_video UiabOKGFf9o · row UiabOKGFf9o

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Acthung (T78 Remix)

Listed as Lisa Lashes – Acthung (T78 Remix) (Leader) · Watch on YouTube

youtube_video Uu0PaVuNris · row Uu0PaVuNris

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Unbelievable (Lab4's Licensed To Thrill Remix)

Listed as Lisa Lashes, Lab4 – Unbelievable (Lab4's Licensed To Thrill Remix) (Unbelievable) · Watch on YouTube

youtube_video WRSTZRfDBGA · row WRSTZRfDBGA

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What Can You Do 4 Me? (Haslam & Guyver's TidyTwo Remix)

Listed as Lisa Lashes – What Can You Do 4 Me? (Haslam & Guyver's TidyTwo Remix) (What Can You Do 4 Me?) · Watch on YouTube

youtube_video YgSjj-Eevb8 · row YgSjj-Eevb8

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52 Degree's

Listed as Lisa Lashes – 52 Degree's (52 Degree's) · Watch on YouTube

youtube_video Z4hjal0bv6M · row Z4hjal0bv6M

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Maxwell (Luca Antolini Remix)

Listed as Lisa Lashes – Maxwell (Luca Antolini Remix) (Maxwell) · Watch on YouTube

youtube_video ZawDVBdCQII · row ZawDVBdCQII

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We Come One (Lighter Mix)

Listed as Lisa Lashes & Anne Savage – We Come One (Lighter Mix) (We Come One) · Watch on YouTube

youtube_video bC_FHxNsBRU · row bC_FHxNsBRU

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Dance 2 The House (Don't Go)

Listed as Lisa Lashes – Dance 2 The House (Don't Go) (Unbelievable) · Watch on YouTube

youtube_video eCrcGaGoAvI · row eCrcGaGoAvI

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Miracle Swing

Listed as Lisa Lashes – Miracle Swing (Miracle Swing) · Watch on YouTube

youtube_video fxys4O4kPbU · row fxys4O4kPbU

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Come To This?

Listed as Lisa Lashes Vs BK – Come To This? (Lisa Lashes) · Watch on YouTube

youtube_video gmyyqIHpteQ · row gmyyqIHpteQ

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Not For Kids (Gary Burrows Remix)

Listed as Lisa Lashes – Not For Kids (Gary Burrows Remix) (Not For Kids) · Watch on YouTube

youtube_video hAt9Q23kZCw · row hAt9Q23kZCw

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What Can You Do 4 Me? (MDA & Spherical Remix)

Listed as Lisa Lashes – What Can You Do 4 Me? (MDA & Spherical Remix) (What Can You Do 4 Me?) · Watch on YouTube

youtube_video jUf7h11WX-A · row jUf7h11WX-A

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Punk Little Sucka

Listed as Lisa Lashes – Punk Little Sucka (Lisa Lashes) · Watch on YouTube

youtube_video jjlu0LlLmyY · row jjlu0LlLmyY

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What Can You Do For Me? (The Tidy Boys Remix)

Listed as Lisa Lashes – What Can You Do For Me? (The Tidy Boys Remix) (The Tidy Boys Annual: Summer Seaside Special) · Watch on YouTube

youtube_video mLSmLdFq5PM · row mLSmLdFq5PM

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Lookin' Good (Baby Doc & SJ Remix)

Listed as Lisa Lashes – Lookin' Good (Baby Doc & SJ Remix) (Milked) · Watch on YouTube

youtube_video nLWFwvjLf3Y · row nLWFwvjLf3Y

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Temptation (Extended Mix)

Listed as Lisa Lashes – Temptation (Extended Mix) (Riot Gear EP 3) · Watch on YouTube

youtube_video nOEyEgmKcrA · row nOEyEgmKcrA

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New Age Rave

Listed as BK, Lisa Lashes – New Age Rave (Under The Influence) · Watch on YouTube

youtube_video rIIKIMX3VDk · row rIIKIMX3VDk

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Dia Del Presidente

Listed as Lisa Lashes – Dia Del Presidente (Dia Del Presidente / Bladepoint) · Watch on YouTube

youtube_video re43IjAJu4g · row re43IjAJu4g

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What You Know

Listed as Lisa Lashes – What You Know (What You Know) · Watch on YouTube

youtube_video t7wTSxkdXME · row t7wTSxkdXME

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Lashed Track

Listed as Lisa Lashes – Lashed Track (Lisa Lashes) · Watch on YouTube

youtube_video tBUHOXn2dMg · row tBUHOXn2dMg

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F33L

Listed as Lisa Lashes, BRK3 – F33L (International Hard Dance Sessions Vol. 1) · Watch on YouTube

youtube_video tCwS7boBhFg · row tCwS7boBhFg

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Mind Control (James Dymond Remix)

Listed as Lisa Lashes, Orla Feeney – Mind Control (James Dymond Remix) (Mind Control) · Watch on YouTube

youtube_video uPJQlgLIY9M · row uPJQlgLIY9M

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What Can You Do 4 Me? (Tidy Boys Edit)

Listed as Lisa Lashes – What Can You Do 4 Me? (Tidy Boys Edit) (What Can You Do 4 Me?) · Watch on YouTube

youtube_video wAdKJnLn1I4 · row wAdKJnLn1I4

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Red Admiral (Album Mix)

Listed as Lisa Lashes & Anne Savage – Red Admiral (Album Mix) (Lisa Lashes) · Watch on YouTube

youtube_video zRc4HdvZchc · row zRc4HdvZchc

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Looking Good

Listed as Lisa Lashes – Looking Good (Lisa Lashes) · Watch on YouTube

youtube_video zeNduHgMME4 · row zeNduHgMME4

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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.