Yes. Tok Tok Tok 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 50 Ways to Leave Your Lover, Come Toghether, It Took So Long

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.

50 Ways to Leave Your Lover

Listed as Tok Tok Tok – 50 Ways to Leave Your Lover (Le Boudoir) · Watch on YouTube

youtube_video 2Ly5BO9W0uE · row 2Ly5BO9W0uE

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Come Toghether

Listed as Tok Tok Tok – Come Toghether (Revolution 69) · Watch on YouTube

youtube_video 4LMZhKteNMc · row 4LMZhKteNMc

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It Took So Long

Listed as Tok Tok Tok – It Took So Long (It Took So Long) · Watch on YouTube

youtube_video 58LXHwksG04 · row 58LXHwksG04

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Crime Of Crimes*

Listed as Tok Tok Tok – Crime Of Crimes* (50 Ways To Leave Your Lover) · Watch on YouTube

youtube_video 7n1PYuAjL48 · row 7n1PYuAjL48

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Get Away

Listed as Tok Tok Tok – Get Away (Get Away) · Watch on YouTube

youtube_video 7yGu-pD_4tk · row 7yGu-pD_4tk

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I Wish

Listed as Tok Tok Tok – I Wish (50 Ways To Leave Your Lover) · Watch on YouTube

youtube_video 7yxCEIiMLRk · row 7yxCEIiMLRk

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Workin' Day And Night

Listed as Tok Tok Tok – Workin' Day And Night (Revolution 69) · Watch on YouTube

youtube_video 8kdOX8y-a44 · row 8kdOX8y-a44

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I'll Follow The Sun

Listed as Tok Tok Tok – I'll Follow The Sun (Revolution 69) · Watch on YouTube

youtube_video 8wcuENXaOtE · row 8wcuENXaOtE

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Taxman

Listed as Tok Tok Tok – Taxman (Revolution 69) · Watch on YouTube

youtube_video 9I7GtEb2bOg · row 9I7GtEb2bOg

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Schokolade

Listed as Tok Tok Tok – Schokolade (Was Heisst Das Denn?) · Watch on YouTube

youtube_video 9k8ViT2LMQA · row 9k8ViT2LMQA

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Summertime (feat. NDR Pops Orchestra)

Listed as Tok Tok Tok – Summertime (feat. NDR Pops Orchestra) (Gershwin With Strings) · Watch on YouTube

youtube_video AtnGORrF9fg · row AtnGORrF9fg

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Toxido Junction

Listed as Tok Tok Tok – Toxido Junction (Get Away) · Watch on YouTube

youtube_video BVas2v_M7Ps · row BVas2v_M7Ps

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Hallelujah°

Listed as Tok Tok Tok – Hallelujah° (50 Ways To Leave Your Lover) · Watch on YouTube

youtube_video GT4emJ9BWU8 · row GT4emJ9BWU8

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Winterwonderland

Listed as Tok Tok Tok – Winterwonderland (Love Again) · Watch on YouTube

youtube_video Ge0fdAe1Ki0 · row Ge0fdAe1Ki0

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The Jack*

Listed as Tok Tok Tok – The Jack* (50 Ways To Leave Your Lover) · Watch on YouTube

youtube_video I3EpsY--CBc · row I3EpsY--CBc

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Oh Lord

Listed as Tok Tok Tok – Oh Lord (From Soul To Soul) · Watch on YouTube

youtube_video I6Px2FISq5U · row I6Px2FISq5U

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Keep Me Warm

Listed as Tok Tok Tok – Keep Me Warm (Get Away) · Watch on YouTube

youtube_video Ix_0RWxekOI · row Ix_0RWxekOI

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O Tannenbaum

Listed as Tok Tok Tok – O Tannenbaum (Love Again) · Watch on YouTube

youtube_video JWugKhrYg-M · row JWugKhrYg-M

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Day Tripper

Listed as Tok Tok Tok – Day Tripper (50 Ways To Leave Your Lover) · Watch on YouTube

youtube_video NH2kuZ4ab_A · row NH2kuZ4ab_A

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Dear Prudence

Listed as Tok Tok Tok – Dear Prudence (Revolution 69) · Watch on YouTube

youtube_video PtgiDO6BkXY · row PtgiDO6BkXY

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50 Ways To Leave Your Lover

Listed as Tok Tok Tok – 50 Ways To Leave Your Lover (Reach Out And Sway Your Booty) · Watch on YouTube

youtube_video Ql7y0V0UGLg · row Ql7y0V0UGLg

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Eleonor Rigby

Listed as Tok Tok Tok – Eleonor Rigby (Love Again) · Watch on YouTube

youtube_video R5lqdmzvVSg · row R5lqdmzvVSg

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I Will

Listed as Tok Tok Tok – I Will (Revolution 69) · Watch on YouTube

youtube_video SmuYB7ZjgDw · row SmuYB7ZjgDw

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Help!

Listed as Tok Tok Tok – Help! (Revolution 69) · Watch on YouTube

youtube_video UDLbmeAHn1s · row UDLbmeAHn1s

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Run For Your Life

Listed as Tok Tok Tok – Run For Your Life (Revolution 69) · Watch on YouTube

youtube_video UNOxwpTE-rE · row UNOxwpTE-rE

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Cherries From My Neighbour's Tree

Listed as Tok Tok Tok – Cherries From My Neighbour's Tree (Ruby Soul) · Watch on YouTube

youtube_video V99RmCmLiSA · row V99RmCmLiSA

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Waters Of March

Listed as Tok Tok Tok – Waters Of March (Love Again) · Watch on YouTube

youtube_video VwolmHwxFd0 · row VwolmHwxFd0

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Boogie Woogie Bossa Nova*°

Listed as Tok Tok Tok – Boogie Woogie Bossa Nova*° (50 Ways To Leave Your Lover) · Watch on YouTube

youtube_video X3QRuH67Z84 · row X3QRuH67Z84

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Satisfaction

Listed as Tok Tok Tok – Satisfaction (Love Again) · Watch on YouTube

youtube_video YGQ8wXgySzk · row YGQ8wXgySzk

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Get Back

Listed as Tok Tok Tok – Get Back (Revolution 69) · Watch on YouTube

youtube_video ZYX5qMfD_2U · row ZYX5qMfD_2U

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The Only One

Listed as Tok Tok Tok – The Only One (From Soul To Soul) · Watch on YouTube

youtube_video _v7ApVtsQio · row _v7ApVtsQio

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Look of Love

Listed as Tok Tok Tok – Look of Love (Le Boudoir) · Watch on YouTube

youtube_video akE8VOMd9oo · row akE8VOMd9oo

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Lady Madonna

Listed as Tok Tok Tok – Lady Madonna (Revolution 69) · Watch on YouTube

youtube_video cN00iOKET4w · row cN00iOKET4w

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Blackbird (The Fool On The Hill)

Listed as Tok Tok Tok – Blackbird (The Fool On The Hill) (Revolution 69) · Watch on YouTube

youtube_video cyvU-14bNKc · row cyvU-14bNKc

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Have A Talk With God

Listed as Tok Tok Tok – Have A Talk With God (Love Again) · Watch on YouTube

youtube_video dFaW82NMb8I · row dFaW82NMb8I

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The Weight

Listed as Tok Tok Tok – The Weight (Reach Out And Sway Your Booty) · Watch on YouTube

youtube_video eeuA01gz0aY · row eeuA01gz0aY

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Wade In The Water

Listed as Tok Tok Tok – Wade In The Water (Love Again) · Watch on YouTube

youtube_video fGuLtVUYUso · row fGuLtVUYUso

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We Can Work It Out

Listed as Tok Tok Tok – We Can Work It Out (Revolution 69) · Watch on YouTube

youtube_video gIH5ca_FcCs · row gIH5ca_FcCs

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Alone Again

Listed as Tok Tok Tok – Alone Again (Le Boudoir) · Watch on YouTube

youtube_video jKsEkrJx_nQ · row jKsEkrJx_nQ

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I'll Never Fall in Love Again

Listed as Tok Tok Tok – I'll Never Fall in Love Again (Le Boudoir) · Watch on YouTube

youtube_video mCvVk9pgXH4 · row mCvVk9pgXH4

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Why Don't We Do It In The Road

Listed as Tok Tok Tok – Why Don't We Do It In The Road (Revolution 69) · Watch on YouTube

youtube_video np3qUwf49m4 · row np3qUwf49m4

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Straighten Up And Fly Right

Listed as Tok Tok Tok – Straighten Up And Fly Right (50 Ways To Leave Your Lover) · Watch on YouTube

youtube_video raJyFRPLihM · row raJyFRPLihM

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Love Again

Listed as Tok Tok Tok – Love Again (Love Again) · Watch on YouTube

youtube_video rni4kofJz5g · row rni4kofJz5g

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Revolution 1

Listed as Tok Tok Tok – Revolution 1 (Revolution 69) · Watch on YouTube

youtube_video u-aupH6ckhI · row u-aupH6ckhI

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Monkey-see And Monkey-do*

Listed as Tok Tok Tok – Monkey-see And Monkey-do* (50 Ways To Leave Your Lover) · Watch on YouTube

youtube_video uJy9jdWLhCs · row uJy9jdWLhCs

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She's Leaving Home

Listed as Tok Tok Tok – She's Leaving Home (Revolution 69) · Watch on YouTube

youtube_video vnV5rXAQJHw · row vnV5rXAQJHw

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Sometimes I Feel Like A Motherless Child*

Listed as Tok Tok Tok – Sometimes I Feel Like A Motherless Child* (50 Ways To Leave Your Lover) · Watch on YouTube

youtube_video vy-O0sI3_Jo · row vy-O0sI3_Jo

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Walk On The Wild Side

Listed as Tok Tok Tok – Walk On The Wild Side (Love Again) · Watch on YouTube

youtube_video x7AlNj-R-1I · row x7AlNj-R-1I

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Being For The Benefit Of Mr. Kite!

Listed as Tok Tok Tok – Being For The Benefit Of Mr. Kite! (Revolution 69) · Watch on YouTube

youtube_video yAMSecqi1Pw · row yAMSecqi1Pw

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When I´m Grown

Listed as Tok Tok Tok – When I´m Grown (About) · Watch on YouTube

youtube_video yZi6nyT2kvw · row yZi6nyT2kvw

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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.