Yes. Estelle has 144 songs listed in a dataset used to train AI music models.

Used for training 144

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 magnificent - lofi, Moon over Madrid, No Substitute Love (Treasure Fingers Mix)

Listed under the artist name 144 songs in LAION-DISCO-12M

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

magnificent - lofi

Listed as louisette, Estelle, nom de plume – magnificent - lofi (lofi chill vibes with estelle) · Watch on YouTube

youtube_video -mtmQOVxQnI · row -mtmQOVxQnI

LAION-DISCO-12M

Moon over Madrid

Listed as Estelle – Moon over Madrid (Moon Over Madrid) · Watch on YouTube

youtube_video 0kWIxxqyVvc · row 0kWIxxqyVvc

LAION-DISCO-12M

No Substitute Love (Treasure Fingers Mix)

Listed as Estelle – No Substitute Love (Treasure Fingers Mix) (No Substitute Love) · Watch on YouTube

youtube_video 1bwu3Uf7YvY · row 1bwu3Uf7YvY

LAION-DISCO-12M

No Substitute Love (Wideboys Miami Mix)

Listed as Estelle – No Substitute Love (Wideboys Miami Mix) (No Substitute Love) · Watch on YouTube

youtube_video 5KH6etzgwSI · row 5KH6etzgwSI

LAION-DISCO-12M

Freak (Riva Starr Extended Instrumental)

Listed as Estelle – Freak (Riva Starr Extended Instrumental) (Freak (Remixes)) · Watch on YouTube

youtube_video 86o4LUQl1L8 · row 86o4LUQl1L8

LAION-DISCO-12M

Freak (Plastik Funk's Listen & Repeat Mix)

Listed as Estelle – Freak (Plastik Funk's Listen & Repeat Mix) (Freak (Remixes)) · Watch on YouTube

youtube_video 87DXDoG_vs8 · row 87DXDoG_vs8

LAION-DISCO-12M

Come Over (Live) (feat. liveDEMO Band & Miki Opus1)

Listed as Estelle – Come Over (Live) (feat. liveDEMO Band & Miki Opus1) (Come Over) · Watch on YouTube

youtube_video Avuf7ZvlAoM · row Avuf7ZvlAoM

LAION-DISCO-12M

Fall in Love (Avenue Remix)

Listed as Estelle – Fall in Love (Avenue Remix) (Fall in Love (Remixes)) · Watch on YouTube

youtube_video B24bJyKhbtw · row B24bJyKhbtw

LAION-DISCO-12M

More Than Friends (Live)

Listed as Estelle – More Than Friends (Live) (iTunes Live: London Sessions) · Watch on YouTube

youtube_video B57S9Z03meo · row B57S9Z03meo

LAION-DISCO-12M

Fall in Love (DJ White Shadow Remix)

Listed as Estelle – Fall in Love (DJ White Shadow Remix) (Fall in Love (Remixes)) · Watch on YouTube

youtube_video C8SZf1OzDjg · row C8SZf1OzDjg

LAION-DISCO-12M

Survivors Guilt

Listed as Estelle, Bermuda – Survivors Guilt (Survivors Guilt) · Watch on YouTube

youtube_video EwSldKlK2kw · row EwSldKlK2kw

LAION-DISCO-12M

Pretty Please (Love Me) (Big League Remix) (feat. Cee-Lo & Chi Ching)

Listed as Estelle – Pretty Please (Love Me) (Big League Remix) (feat. Cee-Lo & Chi Ching) (Shine (Deluxe)) · Watch on YouTube

youtube_video FTPPc9R5-ic · row FTPPc9R5-ic

LAION-DISCO-12M

Freak (Michael Woods Remix)

Listed as Estelle – Freak (Michael Woods Remix) (Freak (Remixes)) · Watch on YouTube

youtube_video Go7VYVVTlPU · row Go7VYVVTlPU

LAION-DISCO-12M

The second way (Extended Club Version)

Listed as Richard Steinschlag, PabloJ, Estelle – The second way (Extended Club Version) (The second way - Club Remixes) · Watch on YouTube

youtube_video H3vFOWLgF1g · row H3vFOWLgF1g

LAION-DISCO-12M

do my thing - lofi

Listed as louisette, Estelle, nom de plume – do my thing - lofi (lofi chill vibes with estelle) · Watch on YouTube

youtube_video IjUVYlUrCYM · row IjUVYlUrCYM

LAION-DISCO-12M

break my heart - lofi

Listed as louisette, Estelle, nom de plume – break my heart - lofi (lofi chill vibes with estelle) · Watch on YouTube

youtube_video Nz3x5Q6NZwg · row Nz3x5Q6NZwg

LAION-DISCO-12M

Wonderful Life (Smash Mode Remix)

Listed as Estelle – Wonderful Life (Smash Mode Remix) (Wonderful Life (Remixes)) · Watch on YouTube

youtube_video QVnwhVLPd_U · row QVnwhVLPd_U

LAION-DISCO-12M

Fall in Love (Carl Louis & Martin Danielle Remix)

Listed as Estelle – Fall in Love (Carl Louis & Martin Danielle Remix) (Fall in Love (Remixes)) · Watch on YouTube

youtube_video RFA4_47zpNs · row RFA4_47zpNs

LAION-DISCO-12M

Wonderful Life (Moto Blanco Radio Edit)

Listed as Estelle – Wonderful Life (Moto Blanco Radio Edit) (Wonderful Life (Remixes)) · Watch on YouTube

youtube_video WLI9k-Xy2Mk · row WLI9k-Xy2Mk

LAION-DISCO-12M

Back to Love (MIKEY J Radio Mix)

Listed as Estelle – Back to Love (MIKEY J Radio Mix) (Back to Love) · Watch on YouTube

youtube_video ZLIpjwfU1gA · row ZLIpjwfU1gA

LAION-DISCO-12M

Wait a Minute (Just a Touch) (Count of Monte Cristal and Sinden Remix)

Listed as Estelle – Wait a Minute (Just a Touch) (Count of Monte Cristal and Sinden Remix) (Wait a Minute (Just a Touch) (Remixes)) · Watch on YouTube

youtube_video bsYmOC2jY_8 · row bsYmOC2jY_8

LAION-DISCO-12M

Fall in Love (A capella)

Listed as Estelle – Fall in Love (A capella) (Fall in Love (Remixes)) · Watch on YouTube

youtube_video cJLm-eH8v5A · row cJLm-eH8v5A

LAION-DISCO-12M

you are - lofi

Listed as louisette, Estelle, nom de plume – you are - lofi (lofi chill vibes with estelle) · Watch on YouTube

youtube_video fIh4_Zpgipw · row fIh4_Zpgipw

LAION-DISCO-12M

Back to Love (Richard Vasquez & Funky Junction Remix)

Listed as Estelle – Back to Love (Richard Vasquez & Funky Junction Remix) (Back to Love (Remixes)) · Watch on YouTube

youtube_video fhUZnNmR8VM · row fhUZnNmR8VM

LAION-DISCO-12M

thank you - lofi

Listed as louisette, Estelle, nom de plume – thank you - lofi (lofi chill vibes with estelle) · Watch on YouTube

youtube_video fjmpIcByEGU · row fjmpIcByEGU

LAION-DISCO-12M

Wait a Minute (Just a Touch) (Live)

Listed as Estelle – Wait a Minute (Just a Touch) (Live) (iTunes Live: London Sessions) · Watch on YouTube

youtube_video gp3nSsGsiTQ · row gp3nSsGsiTQ

LAION-DISCO-12M

conqueror - lofi

Listed as louisette, Estelle, nom de plume – conqueror - lofi (lofi chill vibes with estelle) · Watch on YouTube

youtube_video h1qIHSzCycs · row h1qIHSzCycs

LAION-DISCO-12M

Fall in Love (Seamus Haji Remix)

Listed as Estelle – Fall in Love (Seamus Haji Remix) (Fall in Love (Remixes)) · Watch on YouTube

youtube_video hFqi4Qx7lEE · row hFqi4Qx7lEE

LAION-DISCO-12M

Nepenthe (feat. Dustin Filth)

Listed as Estelle – Nepenthe (feat. Dustin Filth) (Nepenthe) · Watch on YouTube

youtube_video ilbWY_q5HpA · row ilbWY_q5HpA

LAION-DISCO-12M

American Boy (Live)

Listed as Estelle – American Boy (Live) (iTunes Live: London Sessions) · Watch on YouTube

youtube_video jgom_4Ciboc · row jgom_4Ciboc

LAION-DISCO-12M

No Substitute Love (Wideboys Bassline Mix)

Listed as Estelle – No Substitute Love (Wideboys Bassline Mix) (No Substitute Love) · Watch on YouTube

youtube_video kXMbYvPhzAs · row kXMbYvPhzAs

LAION-DISCO-12M

I'm Gonna Win

Listed as Estelle – I'm Gonna Win (The 18th Day...) · Watch on YouTube

youtube_video kgXwGy7SW5Q · row kgXwGy7SW5Q

LAION-DISCO-12M

Damage (Bonanza Brothers Remix)

Listed as Estelle – Damage (Bonanza Brothers Remix) (Damage) · Watch on YouTube

youtube_video lBt0CDwwx-E · row lBt0CDwwx-E

LAION-DISCO-12M

No Substitute Love (Treasure Fingers Dub)

Listed as Estelle – No Substitute Love (Treasure Fingers Dub) (No Substitute Love) · Watch on YouTube

youtube_video m7VRL5g22VM · row m7VRL5g22VM

LAION-DISCO-12M

Fall in Love (Axel Bauer & Lanford Club Mix)

Listed as Estelle – Fall in Love (Axel Bauer & Lanford Club Mix) (Fall in Love (Remixes)) · Watch on YouTube

youtube_video mbPhPEwJdTY · row mbPhPEwJdTY

LAION-DISCO-12M

Back to Love (Potential Badboy Remix)

Listed as Estelle – Back to Love (Potential Badboy Remix) (Back to Love) · Watch on YouTube

youtube_video mxCS-l4fQS8 · row mxCS-l4fQS8

LAION-DISCO-12M

pretty please (love me) - lofi

Listed as louisette, Estelle, nom de plume – pretty please (love me) - lofi (lofi chill vibes with estelle) · Watch on YouTube

youtube_video oKH6iFiHiVI · row oKH6iFiHiVI

LAION-DISCO-12M

1980 - lofi

Listed as louisette, Estelle, nom de plume – 1980 - lofi (lofi chill vibes with estelle) · Watch on YouTube

youtube_video qtIkToLfeY8 · row qtIkToLfeY8

LAION-DISCO-12M

so easy - lofi

Listed as louisette, Estelle, nom de plume – so easy - lofi (lofi chill vibes with estelle) · Watch on YouTube

youtube_video t-ywTGHZ7pY · row t-ywTGHZ7pY

LAION-DISCO-12M

no substitute love - lofi

Listed as louisette, Estelle, nom de plume – no substitute love - lofi (lofi chill vibes with estelle) · Watch on YouTube

youtube_video tV5letGfUy0 · row tV5letGfUy0

LAION-DISCO-12M

American Boy (Soul Seekerz Dub Remix)

Listed as Estelle – American Boy (Soul Seekerz Dub Remix) (American Boy (Remixes)) · Watch on YouTube

youtube_video uVCWfIbCUQ8 · row uVCWfIbCUQ8

LAION-DISCO-12M

Something Good (Terry Hunter Bang Mix)

Listed as Estelle – Something Good (Terry Hunter Bang Mix) (Something Good) · Watch on YouTube

youtube_video w7JFpHczE1U · row w7JFpHczE1U

LAION-DISCO-12M

Come Over (Live)

Listed as Estelle – Come Over (Live) (iTunes Live: London Sessions) · Watch on YouTube

youtube_video xGAv7-kYUDQ · row xGAv7-kYUDQ

LAION-DISCO-12M

Wait a Minute (Just a Touch) (Live) (feat. liveDEMO Band & Miki Opus1)

Listed as Estelle – Wait a Minute (Just a Touch) (Live) (feat. liveDEMO Band & Miki Opus1) (Live @ Livedemo Berlin 5 Years Anniversary) · Watch on YouTube

youtube_video zjVCyFfk_Dw · row zjVCyFfk_Dw

LAION-DISCO-12M

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.