Yes. ATFC has 154 songs listed in a dataset used to train AI music models.

Used for training 154

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 Twisted (Extended Mix), La Verdad (Sentimiento) [Madrid Mix], Bad Habit [ATFC Club Mix] (feat. Lisa Millet)

Listed under the artist name 154 songs in LAION-DISCO-12M

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

Twisted (Extended Mix)

Listed as ATFC, Mercer – Twisted (Extended Mix) (Twisted) · Watch on YouTube

youtube_video -JHx8_55qT4 · row -JHx8_55qT4

LAION-DISCO-12M

La Verdad (Sentimiento) [Madrid Mix]

Listed as ATFC, David Penn – La Verdad (Sentimiento) [Madrid Mix] (La Verdad [Sentimiento]) · Watch on YouTube

youtube_video 0kaK_3VKgxY · row 0kaK_3VKgxY

LAION-DISCO-12M

Bad Habit [ATFC Club Mix] (feat. Lisa Millet)

Listed as ATFC – Bad Habit [ATFC Club Mix] (feat. Lisa Millet) (Bad Habit) · Watch on YouTube

youtube_video 2t47ja1Pubc · row 2t47ja1Pubc

LAION-DISCO-12M

Get Busy (Richard Earnshaw & Ridney Extended Remix)

Listed as ATFC – Get Busy (Richard Earnshaw & Ridney Extended Remix) (Get Busy (Richard Earnshaw & Ridney Remix)) · Watch on YouTube

youtube_video 35Rc1VCz89o · row 35Rc1VCz89o

LAION-DISCO-12M

Hooked On Bad Habits [Mousse T.'s Edit] (feat. Lisa Millett)

Listed as Selace, ATFC – Hooked On Bad Habits [Mousse T.'s Edit] (feat. Lisa Millett) (Glitterbox Jams) · Watch on YouTube

youtube_video 6RooRzOKYS0 · row 6RooRzOKYS0

LAION-DISCO-12M

I Feel The Earth Move

Listed as ATFC – I Feel The Earth Move (I Feel The Earth Move) · Watch on YouTube

youtube_video 6cGFxVnGof4 · row 6cGFxVnGof4

LAION-DISCO-12M

Bad Habit [ATFC's Lektrotek Re-Visit] (feat. Lisa Millett)

Listed as ATFC – Bad Habit [ATFC's Lektrotek Re-Visit] (feat. Lisa Millett) (Bad Habit 09 Mixes) · Watch on YouTube

youtube_video 861gu0SG0gw · row 861gu0SG0gw

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Down Wid Da

Listed as David Penn, ATFC – Down Wid Da (Down Wid Da) · Watch on YouTube

youtube_video 8NS2H2RPpCY · row 8NS2H2RPpCY

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Sleep Talk (ATFC's Hard Night's Sleep) (feat. Lisa Millett)

Listed as ATFC – Sleep Talk (ATFC's Hard Night's Sleep) (feat. Lisa Millett) (Sleep Talk) · Watch on YouTube

youtube_video 9aQiazAdjyM · row 9aQiazAdjyM

LAION-DISCO-12M

Walk Away [ATFC's VB Weekender Vocal] (feat. Lisa Shaw)

Listed as ATFC – Walk Away [ATFC's VB Weekender Vocal] (feat. Lisa Shaw) (Walk Away (feat. Lisa Shaw)) · Watch on YouTube

youtube_video 9mFaOFy_U6I · row 9mFaOFy_U6I

LAION-DISCO-12M

No Victim Song (feat. Hannah Williams)

Listed as ATFC – No Victim Song (feat. Hannah Williams) (Defected In The House Radio Show: Episode 013 (hosted by Sonny Fodera)) · Watch on YouTube

youtube_video AZmAeO7HWtA · row AZmAeO7HWtA

LAION-DISCO-12M

The Payoff (Extended Mix)

Listed as ATFC, Gene Farris – The Payoff (Extended Mix) (The Payoff) · Watch on YouTube

youtube_video Aoy3pxleMjE · row Aoy3pxleMjE

LAION-DISCO-12M

I Called U (The Conversation) [ATFC's Conversation Killer]

Listed as ATFC – I Called U (The Conversation) [ATFC's Conversation Killer] (The Conversation) · Watch on YouTube

youtube_video B0ILLFThhNc · row B0ILLFThhNc

LAION-DISCO-12M

Spirit of House (Extended Mix)

Listed as ATFC, Gene Farris – Spirit of House (Extended Mix) (Spirit of House) · Watch on YouTube

youtube_video C4A_Mh1Szng · row C4A_Mh1Szng

LAION-DISCO-12M

Giv Me Luv (ATFC's Ocean Trench Radio Edit)

Listed as Rae, ATFC – Giv Me Luv (ATFC's Ocean Trench Radio Edit) (Giv Me Luv) · Watch on YouTube

youtube_video CSHvyyN4zUI · row CSHvyyN4zUI

LAION-DISCO-12M

In & Out of My Life (Olav Basoski Mix)

Listed as ATFC – In & Out of My Life (Olav Basoski Mix) (In & Out of My Life) · Watch on YouTube

youtube_video DqmQ0Af8xRs · row DqmQ0Af8xRs

LAION-DISCO-12M

Dynamite (Extended Mix)

Listed as ATFC, David Penn – Dynamite (Extended Mix) (Dynamite) · Watch on YouTube

youtube_video E3_pyujejpw · row E3_pyujejpw

LAION-DISCO-12M

Praise To The JBs

Listed as ATFC – Praise To The JBs (Juss A Beat EP) · Watch on YouTube

youtube_video GUq6Q0qBX00 · row GUq6Q0qBX00

LAION-DISCO-12M

Reach Out To Me (eSQUIRE Houselife Remix)

Listed as ATFC, Inaya Day – Reach Out To Me (eSQUIRE Houselife Remix) (Club Luxury's Highlife NYE House Sessions (Mixed by ESQUIRE & PETCH)) · Watch on YouTube

youtube_video HupYdS-HnjA · row HupYdS-HnjA

LAION-DISCO-12M

Hipcats (Jesse Perez's Sunrise Remix)

Listed as ATFC, David Penn – Hipcats (Jesse Perez's Sunrise Remix) (Hipcats (Jesse Perez's Sunrise Remix)) · Watch on YouTube

youtube_video JmMHtq5v0DQ · row JmMHtq5v0DQ

LAION-DISCO-12M

Spread Love 2014 (Club Mix)

Listed as ATFC – Spread Love 2014 (Club Mix) (Spread Love 2014) · Watch on YouTube

youtube_video KVjJGUwz7Gs · row KVjJGUwz7Gs

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Sleep Talk (AFTC's Bad Nights Sleep) (feat. Lisa Millett)

Listed as ATFC – Sleep Talk (AFTC's Bad Nights Sleep) (feat. Lisa Millett) (Sleep Talk) · Watch on YouTube

youtube_video NLLOw4KhXqI · row NLLOw4KhXqI

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The Payoff

Listed as ATFC, Gene Farris – The Payoff (The Payoff) · Watch on YouTube

youtube_video OztrVBC_2d8 · row OztrVBC_2d8

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U Got Me (Extended Mix)

Listed as ATFC – U Got Me (Extended Mix) (U Got Me) · Watch on YouTube

youtube_video QB0CPbuoGnU · row QB0CPbuoGnU

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Less Go

Listed as ATFC – Less Go (Less Go) · Watch on YouTube

youtube_video QUqSTnNKB30 · row QUqSTnNKB30

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Strong 2 Survive

Listed as ATFC – Strong 2 Survive (Strong 2 Survive) · Watch on YouTube

youtube_video QzYbtRZQcwY · row QzYbtRZQcwY

LAION-DISCO-12M

Sleep Talk [Dr Packer Extended Remix] (feat. Lisa Millett)

Listed as ATFC – Sleep Talk [Dr Packer Extended Remix] (feat. Lisa Millett) (Dr Packer's Different Strokes, Vol. 2 Sampler #1) · Watch on YouTube

youtube_video R6g2vLUe_Ks · row R6g2vLUe_Ks

LAION-DISCO-12M

In & Out of My Life (Knee Deep Vocal)

Listed as ATFC – In & Out of My Life (Knee Deep Vocal) (In & Out of My Life) · Watch on YouTube

youtube_video V-CvcCUxyWo · row V-CvcCUxyWo

LAION-DISCO-12M

Reach Out To Me (feat. Inaya Day)

Listed as ATFC – Reach Out To Me (feat. Inaya Day) (Reach Out To Me) · Watch on YouTube

youtube_video WpjDFLY45p4 · row WpjDFLY45p4

LAION-DISCO-12M

When the Needle Drops (Summatime Radio Edit)

Listed as ATFC – When the Needle Drops (Summatime Radio Edit) (When the Needle Drops) · Watch on YouTube

youtube_video XAu7Gz_oPI0 · row XAu7Gz_oPI0

LAION-DISCO-12M

No Words (KPD Remix)

Listed as ATFC – No Words (KPD Remix) (No Words (The Remixes)) · Watch on YouTube

youtube_video YZdLPEUeO5o · row YZdLPEUeO5o

LAION-DISCO-12M

Strong 2 Survive (Dario D'Attis Extended Mix)

Listed as ATFC – Strong 2 Survive (Dario D'Attis Extended Mix) (Strong 2 Survive) · Watch on YouTube

youtube_video _Nkhr8qKMQo · row _Nkhr8qKMQo

LAION-DISCO-12M

Bad Habit [Spen & Karizma Main Vocal] (feat. Lisa Millett)

Listed as ATFC – Bad Habit [Spen & Karizma Main Vocal] (feat. Lisa Millett) (Bad Habit) · Watch on YouTube

youtube_video cPUEy_SIjp8 · row cPUEy_SIjp8

LAION-DISCO-12M

So Hooked On Your Lovin (Mousse T.'s Extended Disco Shizzle) / Bad Habit [Accapella] (Mixed) (feat. Lisa Millett)

Listed as Selace, ATFC – So Hooked On Your Lovin (Mousse T.'s Extended Disco Shizzle) / Bad Habit [Accapella] (Mixed) (feat. Lisa Millett) (Glitterbox - Catch The Beat (DJ Mix)) · Watch on YouTube

youtube_video cZnCr2EScEk · row cZnCr2EScEk

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Bad Habit [ATFC's Vocal] (feat. Lisa Millett)

Listed as ATFC – Bad Habit [ATFC's Vocal] (feat. Lisa Millett) (Bad Habit 09 Mixes) · Watch on YouTube

youtube_video fJragBF3Dt4 · row fJragBF3Dt4

LAION-DISCO-12M

Tech House Kinda Thing

Listed as ATFC – Tech House Kinda Thing (Tech House Kinda Thing) · Watch on YouTube

youtube_video fPb33hg_igQ · row fPb33hg_igQ

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Bad Habit [Dr Packer Remix] (feat. Lisa Millett)

Listed as ATFC – Bad Habit [Dr Packer Remix] (feat. Lisa Millett) (Different Strokes) · Watch on YouTube

youtube_video fUtJhwM-few · row fUtJhwM-few

LAION-DISCO-12M

Bad Habit [ATFC Club Mix] [Mixed] (ATFC Club Mix (Mixed)) (feat. Lisa Millett)

Listed as ATFC – Bad Habit [ATFC Club Mix] [Mixed] (ATFC Club Mix (Mixed)) (feat. Lisa Millett) (4 To The Floor Radio Episode 007 (presented by Seamus Haji) (DJ Mix)) · Watch on YouTube

youtube_video h_uspem4K8Y · row h_uspem4K8Y

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R U (Extended Mix)

Listed as ATFC, Gene Farris – R U (Extended Mix) (R U) · Watch on YouTube

youtube_video huE3cr1GAks · row huE3cr1GAks

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Bon Bon

Listed as John Dahlbäck, ATFC – Bon Bon (Bon Bon) · Watch on YouTube

youtube_video iBJOcXhziFU · row iBJOcXhziFU

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Hipcats

Listed as ATFC, David Penn – Hipcats (Hipcats) · Watch on YouTube

youtube_video iJ0o5LqyJc4 · row iJ0o5LqyJc4

LAION-DISCO-12M

Dynamite (GUZ Extended Remix)

Listed as ATFC, David Penn – Dynamite (GUZ Extended Remix) (Dynamite (GUZ Remix)) · Watch on YouTube

youtube_video iVpxHfZ1FtY · row iVpxHfZ1FtY

LAION-DISCO-12M

I Called U (The Conversation) [ATFC's Heated Conversation] [Mixed] (ATFC's Heated Conversation [Mixed])

Listed as ATFC – I Called U (The Conversation) [ATFC's Heated Conversation] [Mixed] (ATFC's Heated Conversation [Mixed]) (Defected Radio Episode 118 (hosted by Sam Divine)) · Watch on YouTube

youtube_video m9_sJ5oEVU0 · row m9_sJ5oEVU0

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I Called U (The Conversation) [ATFC's Conversation Killer] / Do You Remember (Accapella) [Mixed]

Listed as ATFC, Ant LaRock, Roland Clark – I Called U (The Conversation) [ATFC's Conversation Killer] / Do You Remember (Accapella) [Mixed] (Glitterbox - Hotter Than Fire (DJ Mix)) · Watch on YouTube

youtube_video mHAA0ctKN-s · row mHAA0ctKN-s

LAION-DISCO-12M

Sleep Talk (Junior Jack Club Mix)

Listed as ATFC – Sleep Talk (Junior Jack Club Mix) (Sleep Talk) · Watch on YouTube

youtube_video oz8H8fjC0Bg · row oz8H8fjC0Bg

LAION-DISCO-12M

It's Over (ATFC's Lektrotek Vocal) (feat. Rae)

Listed as ATFC – It's Over (ATFC's Lektrotek Vocal) (feat. Rae) (It's Over) · Watch on YouTube

youtube_video p7nLhN-a4lY · row p7nLhN-a4lY

LAION-DISCO-12M

I Called U [The Conversation] [ATFC's Heated Conversation]

Listed as ATFC – I Called U [The Conversation] [ATFC's Heated Conversation] (The Conversation) · Watch on YouTube

youtube_video pyTdEbZk3kM · row pyTdEbZk3kM

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Not the House That Jack Built (Extended Mix) (feat. Chuck Roberts)

Listed as ATFC – Not the House That Jack Built (Extended Mix) (feat. Chuck Roberts) (Not the House That Jack Built) · Watch on YouTube

youtube_video s5vEPanmHdY · row s5vEPanmHdY

LAION-DISCO-12M

Work (Club Mix)

Listed as ATFC, The Cube Guys – Work (Club Mix) (Work (Club Mix)) · Watch on YouTube

youtube_video uhcAIpg_wFQ · row uhcAIpg_wFQ

LAION-DISCO-12M

Feel It

Listed as ATFC – Feel It (Feel It / YaGa) · Watch on YouTube

youtube_video va9HQBgWnfw · row va9HQBgWnfw

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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.