Yes. Tough Love has 153 songs listed in a dataset used to train AI music models.

Used for training 153

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 Pony (Jump On It) (DJ Q Remix) (feat. Ginuwine), Love Goes [Extended Mix] (feat. Kimberly Nichole), Lost Ones

Listed under the artist name 153 songs in LAION-DISCO-12M

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

Pony (Jump On It) (DJ Q Remix) (feat. Ginuwine)

Listed as Tough Love – Pony (Jump On It) (DJ Q Remix) (feat. Ginuwine) (Pony (Jump On It) (Remixes)) · Watch on YouTube

youtube_video 20BPDrNpi7A · row 20BPDrNpi7A

LAION-DISCO-12M

Love Goes [Extended Mix] (feat. Kimberly Nichole)

Listed as Tough Love – Love Goes [Extended Mix] (feat. Kimberly Nichole) (Toolroom House Party) · Watch on YouTube

youtube_video 359_4xkRfqU · row 359_4xkRfqU

LAION-DISCO-12M

Lost Ones

Listed as Nate James, MJ Ultra, Tough Love – Lost Ones (Lost Ones) · Watch on YouTube

youtube_video 3N-yhYLbAcg · row 3N-yhYLbAcg

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Pony (Jump On It) (feat. Ginuwine)

Listed as Tough Love – Pony (Jump On It) (feat. Ginuwine) (Pony (Jump On It) (Remixes 2)) · Watch on YouTube

youtube_video 4p1LgbFxGIo · row 4p1LgbFxGIo

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Love & Happiness

Listed as Tough Love – Love & Happiness (Bring The Heat Vol1) · Watch on YouTube

youtube_video 7FRIswdpBQ8 · row 7FRIswdpBQ8

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DLNW

Listed as Tough Love – DLNW (One More Try) · Watch on YouTube

youtube_video 7LfLU4tsWF4 · row 7LfLU4tsWF4

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Closed the Door (feat. Nastaly)

Listed as Tough Love – Closed the Door (feat. Nastaly) (Closed the Door) · Watch on YouTube

youtube_video 7d-3i369cuk · row 7d-3i369cuk

LAION-DISCO-12M

React

Listed as Tough Love, Taylor – React (In My Way EP) · Watch on YouTube

youtube_video 8R64C7bY8rg · row 8R64C7bY8rg

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Dreams (Audiowhores Remix)

Listed as Tough Love – Dreams (Audiowhores Remix) (Dreams) · Watch on YouTube

youtube_video Bv4e0rpOHTw · row Bv4e0rpOHTw

LAION-DISCO-12M

In My Way

Listed as Tough Love, Taylor – In My Way (In My Way EP) · Watch on YouTube

youtube_video CayhZDdXVkg · row CayhZDdXVkg

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Alright

Listed as Tough Love, Reblok – Alright (Alright) · Watch on YouTube

youtube_video Cl4yzvWQnIY · row Cl4yzvWQnIY

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Closer To Love (Taim Remix) (feat. AME)

Listed as Tough Love – Closer To Love (Taim Remix) (feat. A*M*E) (Closer To Love (Remix Pack 02)) · Watch on YouTube

youtube_video Cw_La34qtLc · row Cw_La34qtLc

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Power

Listed as Tough Love – Power (Power) · Watch on YouTube

youtube_video DWpmIA9F8jI · row DWpmIA9F8jI

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Pony (Jump On It) (Cause & Affect Remix) (feat. Ginuwine)

Listed as Tough Love – Pony (Jump On It) (Cause & Affect Remix) (feat. Ginuwine) (Pony (Jump On It) (Remixes)) · Watch on YouTube

youtube_video DsXflLALMz8 · row DsXflLALMz8

LAION-DISCO-12M

We Can Get Close

Listed as Tough Love – We Can Get Close (Repopulate Stars Summer Jams) · Watch on YouTube

youtube_video IZi7MDorkO4 · row IZi7MDorkO4

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Can't Stand

Listed as Tough Love – Can't Stand (Can't Stand) · Watch on YouTube

youtube_video IosrTgDVY24 · row IosrTgDVY24

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Sweet Memories

Listed as Tough Love – Sweet Memories (Bring The Heat Vol1) · Watch on YouTube

youtube_video MqnJ0CoOxlE · row MqnJ0CoOxlE

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Heels In A House Rave (feat. Nastaly)

Listed as Amine Edge, Dance, Tough Love – Heels In A House Rave (feat. Nastaly) (The Perfect Love) · Watch on YouTube

youtube_video NRklufIgK_Q · row NRklufIgK_Q

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Pony (Jump On It) (Leon Lour Remix) (feat. Ginuwine)

Listed as Tough Love – Pony (Jump On It) (Leon Lour Remix) (feat. Ginuwine) (Pony (Jump On It) (Remixes 2)) · Watch on YouTube

youtube_video NZ3veqd-tEk · row NZ3veqd-tEk

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Like A Drug

Listed as Tough Love – Like A Drug (Like A Drug) · Watch on YouTube

youtube_video NdlR8ZXL0y4 · row NdlR8ZXL0y4

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Give It Up (Extended Mix)

Listed as Tough Love – Give It Up (Extended Mix) (Give It Up) · Watch on YouTube

youtube_video PznLmShI3qk · row PznLmShI3qk

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Around (Kevin McKay Remixes) (Kevin McKay Extended Remix) (feat. Manny)

Listed as Tough Love, Kevin McKay – Around (Kevin McKay Remixes) (Kevin McKay Extended Remix) (feat. Manny) (Around (Kevin McKay Remixes)) · Watch on YouTube

youtube_video Qk_EJ9CSOGY · row Qk_EJ9CSOGY

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Questions

Listed as Tough Love, Aaron Pfeiffer – Questions (Questions) · Watch on YouTube

youtube_video RHJlvy41ubE · row RHJlvy41ubE

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Perfect Love (Pt. 2)

Listed as Amine Edge, Dance, Tough Love – Perfect Love (Pt. 2) (The Perfect Love) · Watch on YouTube

youtube_video U08ZWuJf4Dg · row U08ZWuJf4Dg

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Jacking

Listed as Tough Love – Jacking (Jacking) · Watch on YouTube

youtube_video WqyFCVX7xvU · row WqyFCVX7xvU

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Get Girls (feat. Marshall Jefferson)

Listed as Tough Love – Get Girls (feat. Marshall Jefferson) (Get Girls) · Watch on YouTube

youtube_video XBZJieMa4ws · row XBZJieMa4ws

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Addicted To You

Listed as Tough Love – Addicted To You (Addicted To You) · Watch on YouTube

youtube_video Yk1gIJGO48s · row Yk1gIJGO48s

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Break

Listed as Tough Love, Trutopia – Break (Break) · Watch on YouTube

youtube_video YlxfTD1kwiU · row YlxfTD1kwiU

LAION-DISCO-12M

Revolution (Tough Love Remix)

Listed as Route 66, Tough Love – Revolution (Tough Love Remix) (Revolution (Tough Love Remix)) · Watch on YouTube

youtube_video ZcvawSUc9fA · row ZcvawSUc9fA

LAION-DISCO-12M

Know My Name (Woo Dat)

Listed as LO'99, Tough Love, The Melody Men – Know My Name (Woo Dat) (Know My Name (Woo Dat)) · Watch on YouTube

youtube_video bKJMrsBzUvI · row bKJMrsBzUvI

LAION-DISCO-12M

Annihilation (Extended Mix)

Listed as Tough Love – Annihilation (Extended Mix) (Higher EP) · Watch on YouTube

youtube_video bfZ0N1hjJPo · row bfZ0N1hjJPo

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One More Try

Listed as Tough Love – One More Try (One More Try) · Watch on YouTube

youtube_video dU0D8orXDvY · row dU0D8orXDvY

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The Night Is Calling

Listed as Tough Love – The Night Is Calling (The Night Is Calling) · Watch on YouTube

youtube_video e6zKk1x-HZk · row e6zKk1x-HZk

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Keeping Warm (Tough Love Remix)

Listed as Tough Love, Soul Divide – Keeping Warm (Tough Love Remix) (Reminiscence 2018) · Watch on YouTube

youtube_video hR6Pox2FnrE · row hR6Pox2FnrE

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Rock The Disco

Listed as Sharam Jey, Tough Love – Rock The Disco (Sharam Jey & Friends) · Watch on YouTube

youtube_video ib2g0UMwsDc · row ib2g0UMwsDc

LAION-DISCO-12M

My Everything

Listed as Tough Love, Jessica Wilde – My Everything (Toolroom Ibiza 2015, Vol. 2) · Watch on YouTube

youtube_video k13PRACiKlY · row k13PRACiKlY

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Creeping

Listed as Tough Love, Dakar, Gene Farris – Creeping (Creeping) · Watch on YouTube

youtube_video llxXHLqAxt0 · row llxXHLqAxt0

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Dreams

Listed as Tough Love – Dreams (Dreams) · Watch on YouTube

youtube_video mulpLitjPbo · row mulpLitjPbo

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Dopamine

Listed as Tough Love – Dopamine (Dopamine) · Watch on YouTube

youtube_video neqJ0vsEap4 · row neqJ0vsEap4

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Crazy For Your Love (VIP Mix)

Listed as Tough Love – Crazy For Your Love (VIP Mix) (Crazy For Your Love (VIP Mix)) · Watch on YouTube

youtube_video pVLVfh7k_vA · row pVLVfh7k_vA

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Lonely Highway

Listed as Tough Love – Lonely Highway (Bring The Heat Vol1) · Watch on YouTube

youtube_video q0QYzpXKZDQ · row q0QYzpXKZDQ

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Echoes (Kurd Maverick Remix) (feat. Alex Mills)

Listed as Tough Love – Echoes (Kurd Maverick Remix) (feat. Alex Mills) (Echoes (Kurd Maverick Remix)) · Watch on YouTube

youtube_video rn1F3gIJboQ · row rn1F3gIJboQ

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Jama

Listed as Tough Love – Jama (Jama) · Watch on YouTube

youtube_video sIExf94EX9Q · row sIExf94EX9Q

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Animal

Listed as Tough Love – Animal (Animal) · Watch on YouTube

youtube_video sImefX1FeAE · row sImefX1FeAE

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Lost Ones (Cristiano Fry Remix)

Listed as Nate James, MJ Ultra, Tough Love – Lost Ones (Cristiano Fry Remix) (Lost Ones (Cristiano Fry Remix)) · Watch on YouTube

youtube_video tD8ZZnhkyxY · row tD8ZZnhkyxY

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Take a Trip

Listed as Tough Love, Dakar – Take a Trip (Take a Trip) · Watch on YouTube

youtube_video uIgh29CX5kc · row uIgh29CX5kc

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You've Been Cheating (Him_Self_Her Remix)

Listed as Tough Love – You've Been Cheating (Him_Self_Her Remix) (Telling Me Lies) · Watch on YouTube

youtube_video vO7TxlVLLvs · row vO7TxlVLLvs

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Last Night A DJ Saved My Life (Club Mix)

Listed as Tough Love, Seamus Haji – Last Night A DJ Saved My Life (Club Mix) (Last Night A DJ Saved My Life) · Watch on YouTube

youtube_video zFNMA5x6a38 · row zFNMA5x6a38

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The Light (Flashmob Remix)

Listed as Tough Love – The Light (Flashmob Remix) (The Light) · Watch on YouTube

youtube_video zTZAVn-s7rc · row zTZAVn-s7rc

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Crazy (feat. Willemijn May)

Listed as Tough Love – Crazy (feat. Willemijn May) (Crazy) · Watch on YouTube

youtube_video zZureUMyY2Q · row zZureUMyY2Q

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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.