Yes. Natacha Atlas has 134 songs listed in a dataset used to train AI music models.

Used for training 134

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 Diaspora (Balloon Theatre Mix), Extasy, La Lil Khowf (feat. Sofiane Saidi)

Listed under the artist name 134 songs in LAION-DISCO-12M

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

Diaspora (Balloon Theatre Mix)

Listed as Natacha Atlas – Diaspora (Balloon Theatre Mix) (Diaspora) · Watch on YouTube

youtube_video -POyHLh02LA · row -POyHLh02LA

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Extasy

Listed as Dimitri Nakov, Natacha Atlas, Charlie May, Roman Rai – Extasy (Extasy) · Watch on YouTube

youtube_video 00czoMtO2tI · row 00czoMtO2tI

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La Lil Khowf (feat. Sofiane Saidi)

Listed as Natacha Atlas – La Lil Khowf (feat. Sofiane Saidi) (Mish Maoul) · Watch on YouTube

youtube_video 2Cq3V1BD15U · row 2Cq3V1BD15U

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Batkallim: The Sun of Egypt (Cheb I Sabbah Remix)

Listed as Natacha Atlas – Batkallim: The Sun of Egypt (Cheb I Sabbah Remix) (Mounqaliba - Rising: The Remixes) · Watch on YouTube

youtube_video 4Ni11GaCcVA · row 4Ni11GaCcVA

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Iskanderia (Atlas Zamalek)

Listed as Natacha Atlas – Iskanderia (Atlas Zamalek) (Diaspora) · Watch on YouTube

youtube_video 5leAfPkezMw · row 5leAfPkezMw

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Simun

Listed as Natacha Atlas – Simun (Foretold In The Language Of Dreams) · Watch on YouTube

youtube_video 9B3aaG6dsRk · row 9B3aaG6dsRk

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Muwashah Ozkourini

Listed as Natacha Atlas – Muwashah Ozkourini (Mounqaliba) · Watch on YouTube

youtube_video CZUDydzysEY · row CZUDydzysEY

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Nile

Listed as Natacha Atlas – Nile (Myriad Road) · Watch on YouTube

youtube_video EtuiS5acqHU · row EtuiS5acqHU

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Moonchild

Listed as Natacha Atlas – Moonchild (Strange Days) · Watch on YouTube

youtube_video IUPfvDH8X78 · row IUPfvDH8X78

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Sa'alni El Leyl (Live)

Listed as Natacha Atlas – Sa'alni El Leyl (Live) (Expressions –(Live in Toulouse)) · Watch on YouTube

youtube_video PXN9kIlO4sE · row PXN9kIlO4sE

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Intro

Listed as Natacha Atlas – Intro (Mounqaliba) · Watch on YouTube

youtube_video SGjyD0NCipU · row SGjyD0NCipU

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Mistaneek (2005 Edit)

Listed as Natacha Atlas – Mistaneek (2005 Edit) (Best Of) · Watch on YouTube

youtube_video TwuD8bHCHQM · row TwuD8bHCHQM

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Batkallim

Listed as Natacha Atlas – Batkallim (Mounqaliba) · Watch on YouTube

youtube_video ViizVLat5KI · row ViizVLat5KI

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Words of a King

Listed as Natacha Atlas, Joss Stone – Words of a King (Strange Days) · Watch on YouTube

youtube_video XLmoF2R_jUM · row XLmoF2R_jUM

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Omri Coulu Leek

Listed as Natacha Atlas – Omri Coulu Leek (Samaya: A Benefit Album for Cheb I Sabbah) · Watch on YouTube

youtube_video Zp4Ca7u2qnc · row Zp4Ca7u2qnc

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Batkallim (Earthrise Soundsystem Remix)

Listed as Natacha Atlas – Batkallim (Earthrise Soundsystem Remix) (Mounqaliba - Rising: The Remixes) · Watch on YouTube

youtube_video _VdvO0GwP6c · row _VdvO0GwP6c

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Mounqaliba

Listed as Natacha Atlas – Mounqaliba (Mounqaliba) · Watch on YouTube

youtube_video aQHR2PBvGR4 · row aQHR2PBvGR4

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Leysh Nat'Arak (2005 Dub Mix)

Listed as Natacha Atlas – Leysh Nat'Arak (2005 Dub Mix) (Best Of) · Watch on YouTube

youtube_video c5OY3MZ4oZs · row c5OY3MZ4oZs

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All the Madness

Listed as Natacha Atlas – All the Madness (Strange Days) · Watch on YouTube

youtube_video cCVxusVb_rU · row cCVxusVb_rU

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The Inner Dimension (feat. Yazz Ahmed & Samy Bishai)

Listed as Natacha Atlas – The Inner Dimension (feat. Yazz Ahmed & Samy Bishai) (The Inner & The Outer) · Watch on YouTube

youtube_video cLay237lA1I · row cLay237lA1I

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Extasy (Hypnotic Mix)

Listed as Dimitri Nakov, Natacha Atlas, Charlie May, Roman Rai – Extasy (Hypnotic Mix) (Extasy) · Watch on YouTube

youtube_video ebFBRtjLnMg · row ebFBRtjLnMg

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Damascus

Listed as Natacha Atlas – Damascus (Foretold In The Language Of Dreams) · Watch on YouTube

youtube_video gINQwFF-WZY · row gINQwFF-WZY

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Fun Does Not Exist (New Mix)

Listed as Natacha Atlas – Fun Does Not Exist (New Mix) (Best Of) · Watch on YouTube

youtube_video iRRSX_FiUXw · row iRRSX_FiUXw

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Inner Stardust (feat. Basha Beats, Yazz Ahmed & Alcyona Mick)

Listed as Natacha Atlas – Inner Stardust (feat. Basha Beats, Yazz Ahmed & Alcyona Mick) (The Inner & The Outer) · Watch on YouTube

youtube_video lCQW63RNTGU · row lCQW63RNTGU

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Dawn Bayati

Listed as Natacha Atlas – Dawn Bayati (Foretold In The Language Of Dreams) · Watch on YouTube

youtube_video oLwPad27tFc · row oLwPad27tFc

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Visions

Listed as Natacha Atlas – Visions (Myriad Road) · Watch on YouTube

youtube_video pPGpyiKJ4Sc · row pPGpyiKJ4Sc

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Min Baad

Listed as Natacha Atlas – Min Baad (Strange Days) · Watch on YouTube

youtube_video qd-rRvyn4iY · row qd-rRvyn4iY

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Batkallim: Atlas of the World Mix (Bombay Dub Orchestra Remix)

Listed as Natacha Atlas – Batkallim: Atlas of the World Mix (Bombay Dub Orchestra Remix) (Mounqaliba - Rising: The Remixes) · Watch on YouTube

youtube_video rBdSQDVkyp4 · row rBdSQDVkyp4

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Therapeutic Space

Listed as Natacha Atlas – Therapeutic Space (Foretold In The Language Of Dreams) · Watch on YouTube

youtube_video r_xJ0tgMmTE · row r_xJ0tgMmTE

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Nomadic Sky

Listed as Nitin Sawhney, Natacha Atlas, Karsh Kale – Nomadic Sky (Samaya: A Benefit Album for Cheb I Sabbah) · Watch on YouTube

youtube_video sJzuDLFAKAs · row sJzuDLFAKAs

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Moustahil

Listed as Peter Maffay, Natacha Atlas – Moustahil (Begegnungen) · Watch on YouTube

youtube_video ukeOVzEFRK8 · row ukeOVzEFRK8

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Lost Revolutions

Listed as Natacha Atlas – Lost Revolutions (Strange Days) · Watch on YouTube

youtube_video v3loZFazWbY · row v3loZFazWbY

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Taalet (The Kaya Project Remix)

Listed as Natacha Atlas – Taalet (The Kaya Project Remix) (Mounqaliba - Rising: The Remixes) · Watch on YouTube

youtube_video wZJr09iS46w · row wZJr09iS46w

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Taalet (Zab Spencer Radio Edit Mix)

Listed as Natacha Atlas – Taalet (Zab Spencer Radio Edit Mix) (Mounqaliba - Rising: The Remixes) · Watch on YouTube

youtube_video ySY8WxrPMyM · row ySY8WxrPMyM

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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.