Yes. Saliva has 146 songs listed in a dataset used to train AI music models.

Used for training 146

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 Toxic, Hit Me (Bonus Track), Click Click Boom (Sped Up)

Listed under the artist name 146 songs in LAION-DISCO-12M

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

Toxic

Listed as Saliva – Toxic (Revelation) · Watch on YouTube

youtube_video -gmELuQTaKE · row -gmELuQTaKE

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Hit Me (Bonus Track)

Listed as Saliva – Hit Me (Bonus Track) (Cinco Diablo (Exclusive Edition)) · Watch on YouTube

youtube_video 2Rw5wKItbz4 · row 2Rw5wKItbz4

LAION-DISCO-12M

Click Click Boom (Sped Up)

Listed as Saliva – Click Click Boom (Sped Up) (Click Click Boom (Sped Up)) · Watch on YouTube

youtube_video 4KGA10jvJXU · row 4KGA10jvJXU

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Epidemic

Listed as Saliva – Epidemic (10 Lives) · Watch on YouTube

youtube_video 5AKu4VBC8tY · row 5AKu4VBC8tY

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Burn It Up

Listed as Saliva – Burn It Up (Under Your Skin) · Watch on YouTube

youtube_video 5hX6R-RRu30 · row 5hX6R-RRu30

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Beg

Listed as Saliva – Beg (Saliva) · Watch on YouTube

youtube_video 5t1tz6ettiQ · row 5t1tz6ettiQ

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Sink

Listed as Saliva – Sink (Saliva) · Watch on YouTube

youtube_video 6B8oPuvW0W0 · row 6B8oPuvW0W0

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Groovy

Listed as Saliva – Groovy (Saliva) · Watch on YouTube

youtube_video 7DgypkGEJdA · row 7DgypkGEJdA

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The Snake

Listed as Saliva – The Snake (10 Lives) · Watch on YouTube

youtube_video 8MK11OiPGtY · row 8MK11OiPGtY

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Sand Castle

Listed as Saliva – Sand Castle (Saliva) · Watch on YouTube

youtube_video BNQ1Z2QJHMw · row BNQ1Z2QJHMw

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Pin Cushion

Listed as Saliva – Pin Cushion (Saliva) · Watch on YouTube

youtube_video BVt3SJRIZkA · row BVt3SJRIZkA

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Forever And A Day

Listed as Saliva – Forever And A Day (Cinco Diablo) · Watch on YouTube

youtube_video G1jngwZOJfE · row G1jngwZOJfE

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The Warning

Listed as Saliva – The Warning (10 Lives) · Watch on YouTube

youtube_video GRXOLda74yg · row GRXOLda74yg

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So Long

Listed as Saliva – So Long (Cinco Diablo) · Watch on YouTube

youtube_video GiD4VRnGCjg · row GiD4VRnGCjg

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Closer

Listed as Saliva – Closer (In It to Win It) · Watch on YouTube

youtube_video JRupBeaydf4 · row JRupBeaydf4

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New Identity

Listed as Saliva – New Identity (Return Of The Living Freaks) · Watch on YouTube

youtube_video K_Hz0g5rrl8 · row K_Hz0g5rrl8

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Loneliest Know

Listed as Saliva – Loneliest Know (Selections From Love, Lies & Therapy - EP) · Watch on YouTube

youtube_video LGMZLwlgZW4 · row LGMZLwlgZW4

LAION-DISCO-12M

Turn The Lights On

Listed as Saliva – Turn The Lights On (Under Your Skin) · Watch on YouTube

youtube_video MdHj8pA1PH4 · row MdHj8pA1PH4

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Southern Girls

Listed as Saliva – Southern Girls (Cinco Diablo) · Watch on YouTube

youtube_video NidQibP9aC4 · row NidQibP9aC4

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Here With You

Listed as Saliva – Here With You (Blood Stained Love Story) · Watch on YouTube

youtube_video P1xbn8qa9FU · row P1xbn8qa9FU

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Twister

Listed as Saliva – Twister (Blood Stained Love Story) · Watch on YouTube

youtube_video PynsxWS8XPU · row PynsxWS8XPU

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Tongue

Listed as Saliva – Tongue (Saliva) · Watch on YouTube

youtube_video YJqhRuItvrY · row YJqhRuItvrY

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I.D.N.A.E.

Listed as Saliva – I.D.N.A.E. (In It to Win It) · Watch on YouTube

youtube_video Z8h5vRS48Ko · row Z8h5vRS48Ko

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When I'm Gone

Listed as Saliva – When I'm Gone (10 Lives) · Watch on YouTube

youtube_video ZUErSBvS56s · row ZUErSBvS56s

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I Want You

Listed as Saliva – I Want You (Survival Of The Sickest) · Watch on YouTube

youtube_video _G_7Hinsmdw · row _G_7Hinsmdw

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Make You Famous

Listed as Saliva – Make You Famous (10 Lives) · Watch on YouTube

youtube_video _V3wmsrtnNE · row _V3wmsrtnNE

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Helpless

Listed as Saliva – Helpless (10 Lives) · Watch on YouTube

youtube_video dRSX-H5602U · row dRSX-H5602U

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Spotlight

Listed as Saliva – Spotlight (Under Your Skin) · Watch on YouTube

youtube_video ekK8xu3cjpM · row ekK8xu3cjpM

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Call It Something

Listed as Saliva – Call It Something (Saliva) · Watch on YouTube

youtube_video ezAvTiiVMsk · row ezAvTiiVMsk

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Hand In Hand

Listed as Saliva – Hand In Hand (Love, Lies & Therapy) · Watch on YouTube

youtube_video fCfurlQZ0oc · row fCfurlQZ0oc

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Best Of Me

Listed as Saliva – Best Of Me (Cinco Diablo) · Watch on YouTube

youtube_video fSenxYrGEUU · row fSenxYrGEUU

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Warzone

Listed as Saliva – Warzone (Revelation) · Watch on YouTube

youtube_video hjsVJoe45XY · row hjsVJoe45XY

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The Enemy

Listed as Saliva – The Enemy (In It to Win It) · Watch on YouTube

youtube_video irVdQQkjuJw · row irVdQQkjuJw

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No Hard Feelings

Listed as Saliva – No Hard Feelings (Survival Of The Sickest) · Watch on YouTube

youtube_video kIx3MeJYek0 · row kIx3MeJYek0

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I'm Coming Back

Listed as Saliva – I'm Coming Back (Cinco Diablo) · Watch on YouTube

youtube_video l5u8Ij4xtTY · row l5u8Ij4xtTY

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I Dont Want It

Listed as Saliva – I Dont Want It (In It to Win It) · Watch on YouTube

youtube_video l6YrMaRP8Ng · row l6YrMaRP8Ng

LAION-DISCO-12M

Greater Than Less Than

Listed as Saliva – Greater Than Less Than (Saliva) · Watch on YouTube

youtube_video lRNXjy6ofs8 · row lRNXjy6ofs8

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Suffocate

Listed as Saliva – Suffocate (Saliva) · Watch on YouTube

youtube_video mC2tck2O8vM · row mC2tck2O8vM

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Spitshine

Listed as Saliva – Spitshine (Saliva) · Watch on YouTube

youtube_video mY5EFFOhLBw · row mY5EFFOhLBw

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Better Days

Listed as Saliva – Better Days (Under Your Skin) · Watch on YouTube

youtube_video ms941b_lq6k · row ms941b_lq6k

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Cellophane

Listed as Saliva – Cellophane (Saliva) · Watch on YouTube

youtube_video pnw8GN8CCNc · row pnw8GN8CCNc

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800

Listed as Saliva – 800 (Saliva) · Watch on YouTube

youtube_video sfuLcGyvKNI · row sfuLcGyvKNI

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I Want It

Listed as Saliva – I Want It (Saliva) · Watch on YouTube

youtube_video u7_3oCeWOPk · row u7_3oCeWOPk

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Toxic Suicide

Listed as Saliva – Toxic Suicide (Under Your Skin) · Watch on YouTube

youtube_video vTrYhGF24Zk · row vTrYhGF24Zk

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Carry On

Listed as Saliva – Carry On (Survival Of The Sickest) · Watch on YouTube

youtube_video w7SLqUifOcY · row w7SLqUifOcY

LAION-DISCO-12M

Prove Me Wrong

Listed as Saliva – Prove Me Wrong (Under Your Skin) · Watch on YouTube

youtube_video zg5PtQl1XOA · row zg5PtQl1XOA

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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.