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 Lost Ones (All My Divas Mix), Got to Love, Everything Hurts

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.

Lost Ones (All My Divas Mix)

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

youtube_video 2a3q1eiLokI · row 2a3q1eiLokI

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Got to Love

Listed as Tough Love – Got to Love (Got to Love) · Watch on YouTube

youtube_video 5aFL40naNbk · row 5aFL40naNbk

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Everything Hurts

Listed as Tough Love – Everything Hurts (Future Sleaze, Vol. 2) · Watch on YouTube

youtube_video 9RVZ10qokEc · row 9RVZ10qokEc

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Let's Do It

Listed as Tough Love – Let's Do It (Let's Do It) · Watch on YouTube

youtube_video 9WJ5z7nTWBo · row 9WJ5z7nTWBo

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Hating Me

Listed as Tough Love – Hating Me (Loving You / Hating Me) · Watch on YouTube

youtube_video 9ohuK5TsRh0 · row 9ohuK5TsRh0

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Penetrate (Tough Love & Kaysin Remix)

Listed as Kaysin, Roger That (UK), Tough Love – Penetrate (Tough Love & Kaysin Remix) (Penetrate EP) · Watch on YouTube

youtube_video A00dfkUE3t8 · row A00dfkUE3t8

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Closer To Love (99 Revibe) (feat. AME)

Listed as Tough Love – Closer To Love (99 Revibe) (feat. A*M*E) (Closer To Love (Remix Pack 01)) · Watch on YouTube

youtube_video C_thHACcWL0 · row C_thHACcWL0

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Pony (Jump On It) (VIP Mix) (feat. Ginuwine)

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

youtube_video H1beHC0DkJ8 · row H1beHC0DkJ8

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Don't Disturb The Bounce

Listed as Tough Love – Don't Disturb The Bounce (Don't Disturb The Bounce) · Watch on YouTube

youtube_video I6YVsn4m9i4 · row I6YVsn4m9i4

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Lost Ones (Skeleton Keys Remix)

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

youtube_video J89YRjFFyxo · row J89YRjFFyxo

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Like A Drug (Jodie Harsh Remix)

Listed as Tough Love – Like A Drug (Jodie Harsh Remix) (Like A Drug (Remixes)) · Watch on YouTube

youtube_video K0PkHb48df4 · row K0PkHb48df4

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The Night Is Calling (Lee M Kellsall 1999 Remix)

Listed as Tough Love – The Night Is Calling (Lee M Kellsall 1999 Remix) (The Night Is Calling) · Watch on YouTube

youtube_video Kt-Y7m7SchA · row Kt-Y7m7SchA

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Aries

Listed as Tough Love – Aries (Aries / Twerk) · Watch on YouTube

youtube_video LFtzEKxHZ-Q · row LFtzEKxHZ-Q

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Rock The Disco! (FeelGood Remix)

Listed as Sharam Jey, Tough Love – Rock The Disco! (FeelGood Remix) (Bunny Tiger 10 Years Anniversary) · Watch on YouTube

youtube_video LOeh7J3vNSE · row LOeh7J3vNSE

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What You Want (Extended Mix)

Listed as Tough Love – What You Want (Extended Mix) (Toolroom House Party, Vol. 3) · Watch on YouTube

youtube_video LsMW1bm8gx4 · row LsMW1bm8gx4

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When You Gonna? (Tee's Edit)

Listed as Tough Love, Todd Terry – When You Gonna? (Tee's Edit) (When You Gonna?) · Watch on YouTube

youtube_video MYA2Pi52pTg · row MYA2Pi52pTg

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Magical (feat. Tess Leah)

Listed as MDE, Tough Love – Magical (feat. Tess Leah) (Magical) · Watch on YouTube

youtube_video NTJ8dHP0AwM · row NTJ8dHP0AwM

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So Good

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

youtube_video QHIIKubUe_E · row QHIIKubUe_E

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Closer To Love (feat. AME)

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

youtube_video QfM__Y8leK8 · row QfM__Y8leK8

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Touch (Tobtok Remix) (feat. Arlissa)

Listed as Tough Love – Touch (Tobtok Remix) (feat. Arlissa) (Touch (Remixes)) · Watch on YouTube

youtube_video R2kxhefxsOo · row R2kxhefxsOo

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Chicken Grease

Listed as GAWP, Tough Love – Chicken Grease (Back Burner EP) · Watch on YouTube

youtube_video SD8HDL7yEFc · row SD8HDL7yEFc

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Thinking Of Voice

Listed as Tough Love – Thinking Of Voice (Autumn In London) · Watch on YouTube

youtube_video SDJ0bulMGpM · row SDJ0bulMGpM

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Charmer

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

youtube_video SU1iSRxYXS0 · row SU1iSRxYXS0

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It's A Girl Thing

Listed as Tough Love – It's A Girl Thing (Girl's Fake It) · Watch on YouTube

youtube_video TIR1kPupzv8 · row TIR1kPupzv8

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Touch (Kokiri Remix) (feat. Arlissa)

Listed as Tough Love – Touch (Kokiri Remix) (feat. Arlissa) (Touch (Remixes)) · Watch on YouTube

youtube_video TxWKxadG6ig · row TxWKxadG6ig

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Ride Or Die (Dub Mix) (feat. Tia Lowe)

Listed as Tough Love – Ride Or Die (Dub Mix) (feat. Tia Lowe) (Ride Or Die (Dub Mix)) · Watch on YouTube

youtube_video U8jjRiwP-X4 · row U8jjRiwP-X4

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Jenny

Listed as Nick Olivetti, Tough love – Jenny (This Ain't Bristol - Amsterdam Selections) · Watch on YouTube

youtube_video V7MxDZdwwoA · row V7MxDZdwwoA

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Surrender

Listed as Tough Love, Man Without A Clue – Surrender (Toolroom Amsterdam 2017) · Watch on YouTube

youtube_video YfLH4VSIBP8 · row YfLH4VSIBP8

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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 _mKJsfheoHw · row _mKJsfheoHw

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Closed the Door (Sharam Jey Remix) (feat. Nastaly)

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

youtube_video aNwwKnFcXsQ · row aNwwKnFcXsQ

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Friday Night (Radio Edit)

Listed as Tough Love – Friday Night (Radio Edit) (Friday Night) · Watch on YouTube

youtube_video bAx_-uwwKqc · row bAx_-uwwKqc

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Know My Name (Woo Dat) (Extended Dub Mix)

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

youtube_video dFmFhXK89HU · row dFmFhXK89HU

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Get On It (feat. Bruna Liz)

Listed as Volkoder, Tough Love – Get On It (feat. Bruna Liz) (Get On It) · Watch on YouTube

youtube_video ePlaKZYfmTY · row ePlaKZYfmTY

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Twerk

Listed as Tough Love – Twerk (Aries / Twerk) · Watch on YouTube

youtube_video eigAyRp_KsI · row eigAyRp_KsI

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Boom Boom Kick

Listed as Tough Love – Boom Boom Kick (Boom Boom Kick) · Watch on YouTube

youtube_video emD4w2VPrO8 · row emD4w2VPrO8

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Physical (Zac Samuel Remix)

Listed as Tough Love, Damon Trueitt – Physical (Zac Samuel Remix) (Physical (Zac Samuel Remix)) · Watch on YouTube

youtube_video erZQISBLocY · row erZQISBLocY

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The Night Is Calling (Tom Budden Remix)

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

youtube_video j01z3JPn-Ks · row j01z3JPn-Ks

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Higher (feat. Medusa)

Listed as Tough Love – Higher (feat. Medusa) (Higher EP) · Watch on YouTube

youtube_video ju8UPA5ZhB0 · row ju8UPA5ZhB0

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Cold Blood

Listed as Tough Love – Cold Blood (Cold Blood) · Watch on YouTube

youtube_video kutbp24xzeo · row kutbp24xzeo

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Can't Find The Words

Listed as Tough Love – Can't Find The Words (Summer Heat EP) · Watch on YouTube

youtube_video m_TU4SwoYiA · row m_TU4SwoYiA

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Understand

Listed as Tough Love – Understand (Got to Love) · Watch on YouTube

youtube_video nMkVjbK5gUU · row nMkVjbK5gUU

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Lost Ones (Tough Love's Chasing A Dream Mix)

Listed as Nate James, MJ Ultra, Tough Love – Lost Ones (Tough Love's Chasing A Dream Mix) (Lost Ones (Tough Love's Chasing A Dream Mix)) · Watch on YouTube

youtube_video oj0S0lom4WA · row oj0S0lom4WA

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Touch (Majestic vs Control-S Remix) (feat. Arlissa)

Listed as Tough Love – Touch (Majestic vs Control-S Remix) (feat. Arlissa) (Touch (Remixes)) · Watch on YouTube

youtube_video pkwiI_CyWA8 · row pkwiI_CyWA8

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Trippin

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

youtube_video pshdsCkIkJE · row pshdsCkIkJE

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Chicken Grease

Listed as GAWP, Tough Love – Chicken Grease (House Vibes, Vol. 09) · Watch on YouTube

youtube_video q4jA6dAEV7M · row q4jA6dAEV7M

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Deep Dark & Dirty (feat. S-Man)

Listed as Tough Love – Deep Dark & Dirty (feat. S-Man) (Deep Dark & Dirty) · Watch on YouTube

youtube_video qRBophjtpC8 · row qRBophjtpC8

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Closed the Door (Dave Davis Remix) (feat. Nastaly)

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

youtube_video qT1YPPe4UlE · row qT1YPPe4UlE

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Missing You

Listed as Tough Love – Missing You (Kitties Go Deep, Vol. 2) · Watch on YouTube

youtube_video qvc-xzpMXjg · row qvc-xzpMXjg

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Make up Your Mind (Extended Mix)

Listed as Tough Love – Make up Your Mind (Extended Mix) (Make up Your Mind (Extended Mix)) · Watch on YouTube

youtube_video vPTawWwSbAA · row vPTawWwSbAA

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Insane (feat. CANCUN?)

Listed as Mike Vale, Tough Love – Insane (feat. CANCUN?) (Insane) · Watch on YouTube

youtube_video vpebZbs0vUo · row vpebZbs0vUo

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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.