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 Dreams (Amtrac Remix), Escape, Crazy For Your Love

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.

Dreams (Amtrac Remix)

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

youtube_video 3Imn4_yM0Nk · row 3Imn4_yM0Nk

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Escape

Listed as Tough Love, Echoes – Escape (Escape) · Watch on YouTube

youtube_video 5O8CBIIg2jA · row 5O8CBIIg2jA

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Crazy For Your Love

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

youtube_video 6-C7cF-dXtk · row 6-C7cF-dXtk

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One Love

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

youtube_video 60aCKhWFVUE · row 60aCKhWFVUE

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The Light

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

youtube_video 62ZuhyyAIN0 · row 62ZuhyyAIN0

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I Feel You

Listed as Tough Love – I Feel You (I Feel You / Keep It Burning) · Watch on YouTube

youtube_video 69KnRcuvo9o · row 69KnRcuvo9o

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Like I Can (Kadian Remix)

Listed as Tough Love, Karen Harding – Like I Can (Kadian Remix) (Like I Can (Remixes 2)) · Watch on YouTube

youtube_video 6fBBmp1OSxs · row 6fBBmp1OSxs

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Echoes (Extended Mix) (feat. Alex Mills)

Listed as Tough Love – Echoes (Extended Mix) (feat. Alex Mills) (Echoes) · Watch on YouTube

youtube_video 8hT_Oqq7o3w · row 8hT_Oqq7o3w

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Keeping Warm (Tough Love Radio Edit)

Listed as Tough Love, Soul Divide – Keeping Warm (Tough Love Radio Edit) (Keeping Warm (Tough Love Radio Edit)) · Watch on YouTube

youtube_video A_5G2o2zHQ0 · row A_5G2o2zHQ0

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Late Nights (feat. Saint Wilder)

Listed as TCTS, Tough Love – Late Nights (feat. Saint Wilder) (Late Nights) · Watch on YouTube

youtube_video AkqMVhbekdg · row AkqMVhbekdg

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Closer To Love (Main Mix) (feat. AME)

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

youtube_video DM1b1SkDiCU · row DM1b1SkDiCU

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Like I Can (Todd Terry Dubba Remix)

Listed as Tough Love, Karen Harding – Like I Can (Todd Terry Dubba Remix) (Like I Can (Remixes 2)) · Watch on YouTube

youtube_video Dr5a90VVoM4 · row Dr5a90VVoM4

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What You Need Is Me (Radio Edit) (feat. Nastaly)

Listed as Tough Love – What You Need Is Me (Radio Edit) (feat. Nastaly) (What You Need Is Me) · Watch on YouTube

youtube_video E4bRW-iGppo · row E4bRW-iGppo

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Like I Can (Todd Terry Remix)

Listed as Tough Love, Karen Harding – Like I Can (Todd Terry Remix) (Like I Can (Remixes 2)) · Watch on YouTube

youtube_video Fx4zmyodFxM · row Fx4zmyodFxM

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Touch (feat. Arlissa)

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

youtube_video GZeag1S8f_o · row GZeag1S8f_o

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Like I Can (Radio Edit)

Listed as Tough Love, Karen Harding – Like I Can (Radio Edit) (Like I Can) · Watch on YouTube

youtube_video Gh-Ctom0r_w · row Gh-Ctom0r_w

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Trippin (James Haskell Remix)

Listed as Tough Love – Trippin (James Haskell Remix) (Trippin (James Haskell remix)) · Watch on YouTube

youtube_video I_knubE71p8 · row I_knubE71p8

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Dreams (Panda Remix)

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

youtube_video KcWQQOgwqT4 · row KcWQQOgwqT4

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So Freakin' Tight

Listed as Tough Love – So Freakin' Tight (So Freakin' Tight) · Watch on YouTube

youtube_video LcmFxxwTHx0 · row LcmFxxwTHx0

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Like I Can (Apexape Remix)

Listed as Tough Love, Karen Harding – Like I Can (Apexape Remix) (Like I Can (Remixes 2)) · Watch on YouTube

youtube_video M3800dsvaw4 · row M3800dsvaw4

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Rain Dance

Listed as Tough Love – Rain Dance (Rain Dance) · Watch on YouTube

youtube_video MuJNNVdTHq4 · row MuJNNVdTHq4

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Wild

Listed as Tough Love, TAPE ANGEL – Wild (Wild) · Watch on YouTube

youtube_video O20qWLKL5yA · row O20qWLKL5yA

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Dancin' Kinda Close

Listed as Guz, Tough Love – Dancin' Kinda Close (Dancin' Kinda Close) · Watch on YouTube

youtube_video Q0vrRE95ob0 · row Q0vrRE95ob0

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Dreams (Radio Edit)

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

youtube_video Qrw2wBY5Jjg · row Qrw2wBY5Jjg

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Pony (Jump On It) (Sick Individuals Remix) (feat. Ginuwine)

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

youtube_video SOaeJgUFG-Y · row SOaeJgUFG-Y

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You've Been Cheating

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

youtube_video SizduFQAsI0 · row SizduFQAsI0

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My House

Listed as Tough Love, BYOR – My House (Wired / My House) · Watch on YouTube

youtube_video T-lFlMCdEk8 · row T-lFlMCdEk8

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

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

youtube_video TcSaflbN-Ws · row TcSaflbN-Ws

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Uber (Remix) (feat. Curtis Clacey)

Listed as LiTek, Tom Zanetti, Tough Love – Uber (Remix) (feat. Curtis Clacey) (Uber (Remix)) · Watch on YouTube

youtube_video XNycVcsnxyE · row XNycVcsnxyE

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Physical

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

youtube_video XSgORRdbb-I · row XSgORRdbb-I

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Hideaway (feat. Reigns)

Listed as Tough Love – Hideaway (feat. Reigns) (Hideaway) · Watch on YouTube

youtube_video _YpRIC0Zdek · row _YpRIC0Zdek

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Around (feat. Manny)

Listed as Tough Love – Around (feat. Manny) (Around) · Watch on YouTube

youtube_video _x4W6u536PI · row _x4W6u536PI

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In The Name Of Love (feat. Nastaly)

Listed as Tough Love, S-Man – In The Name Of Love (feat. Nastaly) (In The Name Of Love) · Watch on YouTube

youtube_video cH55L8tEry0 · row cH55L8tEry0

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Crazy [VIP Mix] (feat. Willemijn May)

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

youtube_video d0Wuuuej6PM · row d0Wuuuej6PM

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Wired

Listed as Tough Love, BYOR – Wired (Wired / My House) · Watch on YouTube

youtube_video ebafwXbEyM4 · row ebafwXbEyM4

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Get Low (feat. The Melody Men)

Listed as Tough Love – Get Low (feat. The Melody Men) (Get Low) · Watch on YouTube

youtube_video edjOP2l1nno · row edjOP2l1nno

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Dance (With That Groove)

Listed as ManyFew, Tough Love – Dance (With That Groove) (Dance (With That Groove)) · Watch on YouTube

youtube_video hkZGl_w8-bI · row hkZGl_w8-bI

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Keep It Burning

Listed as Tough Love – Keep It Burning (I Feel You / Keep It Burning) · Watch on YouTube

youtube_video k1tte2QlXvM · row k1tte2QlXvM

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Missing Love

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

youtube_video l1SOwdlrTGw · row l1SOwdlrTGw

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The Fun Train To Reno

Listed as Tough Love – The Fun Train To Reno (Amine Edge & DANCE Present CUFF, Vol. 1) · Watch on YouTube

youtube_video l7bp_6_Wbcc · row l7bp_6_Wbcc

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What You Need Is Me (Dub Mix) (feat. Nastaly)

Listed as Tough Love – What You Need Is Me (Dub Mix) (feat. Nastaly) (What You Need Is Me) · Watch on YouTube

youtube_video lZgcfVxjB7w · row lZgcfVxjB7w

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Hideaway (Freejak Remix) (feat. Reigns)

Listed as Tough Love – Hideaway (Freejak Remix) (feat. Reigns) (Hideaway (Freejak Remix)) · Watch on YouTube

youtube_video nAuM2IcZBWw · row nAuM2IcZBWw

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Perfect Love (Pt. 1)

Listed as Amine Edge, Dance, Tough Love – Perfect Love (Pt. 1) (The Perfect Love) · Watch on YouTube

youtube_video olb48W6ursQ · row olb48W6ursQ

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Woo Dat

Listed as LO'99, Tough Love – Woo Dat (Woo Dat) · Watch on YouTube

youtube_video q9SZItMmR-E · row q9SZItMmR-E

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Hold On (Radio Mix)

Listed as Tough Love, Roger Sanchez, Boy George – Hold On (Radio Mix) (Hold On) · Watch on YouTube

youtube_video qenmiQe6yEk · row qenmiQe6yEk

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Uber (Tough Love Mix)

Listed as LiTek, Tom Zanetti, Tough Love, Curtis Clacey – Uber (Tough Love Mix) (Uber) · Watch on YouTube

youtube_video u8LSa_pAXz0 · row u8LSa_pAXz0

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Ride or Die (feat. Tia Lowe)

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

youtube_video v8prnHF0aGM · row v8prnHF0aGM

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Pony (Jump On It) (Kove Remix) (feat. Ginuwine)

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

youtube_video vmoOrkzaGu8 · row vmoOrkzaGu8

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Lose My Mind

Listed as Tough Love – Lose My Mind (Lose My Mind) · Watch on YouTube

youtube_video xWvYnta5eWU · row xWvYnta5eWU

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Feel It

Listed as WILES (UK), Tough Love – Feel It (Feel It) · Watch on YouTube

youtube_video yY3d_Qlb_P8 · row yY3d_Qlb_P8

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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.