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 Something Dangerous (feat. Princess Julianna), This Realm, The Righteous Path

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.

Something Dangerous (feat. Princess Julianna)

Listed as Natacha Atlas – Something Dangerous (feat. Princess Julianna) (Something Dangerous) · Watch on YouTube

youtube_video -hSQmVJeiGQ · row -hSQmVJeiGQ

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This Realm

Listed as Natacha Atlas – This Realm (Something Dangerous) · Watch on YouTube

youtube_video -sTi7ow5be4 · row -sTi7ow5be4

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The Righteous Path

Listed as Natacha Atlas – The Righteous Path (Gedida) · Watch on YouTube

youtube_video 0uYAqphRTVI · row 0uYAqphRTVI

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Eye Of The Duck (feat. Tuup & Princess Julianna)

Listed as Natacha Atlas – Eye Of The Duck (feat. Tuup & Princess Julianna) (Something Dangerous) · Watch on YouTube

youtube_video 11FSTx9loMc · row 11FSTx9loMc

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Ayeshteni

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

youtube_video 4Z3bG00FQxQ · row 4Z3bG00FQxQ

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Alhambra Pt.1

Listed as Natacha Atlas – Alhambra Pt.1 (Diaspora) · Watch on YouTube

youtube_video 4mygE2jkazw · row 4mygE2jkazw

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Oasis

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

youtube_video 4zwvTa3Tqhk · row 4zwvTa3Tqhk

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Sunshine Day

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

youtube_video 5ROU5NSGpoY · row 5ROU5NSGpoY

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Bathaddak (feat. Princess Julianna)

Listed as Natacha Atlas – Bathaddak (feat. Princess Julianna) (Mish Maoul) · Watch on YouTube

youtube_video 8Ixi-kRphc8 · row 8Ixi-kRphc8

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Nafs El Hikaya

Listed as Natacha Atlas – Nafs El Hikaya (Myriad Road) · Watch on YouTube

youtube_video 8__5JHDe6gQ · row 8__5JHDe6gQ

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Batkallim (David Starfire Remix)

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

youtube_video 9PrY-zqG79A · row 9PrY-zqG79A

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Maktoub

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

youtube_video BdWEJ0HVRRI · row BdWEJ0HVRRI

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Janamaan (feat. Kalia)

Listed as Natacha Atlas – Janamaan (feat. Kalia) (Something Dangerous) · Watch on YouTube

youtube_video D2a8oF9MzWE · row D2a8oF9MzWE

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Ya Albi Ehda

Listed as Natacha Atlas – Ya Albi Ehda (Halim) · Watch on YouTube

youtube_video JXYTd_YlkmE · row JXYTd_YlkmE

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Simple Heart (feat. Sinead O'Connor)

Listed as Natacha Atlas – Simple Heart (feat. Sinead O'Connor) (Something Dangerous) · Watch on YouTube

youtube_video Jmcd2Qc9PfU · row Jmcd2Qc9PfU

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Voyager

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

youtube_video Lp6zovWM9A0 · row Lp6zovWM9A0

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Feen (feat. Princess Julianna)

Listed as Natacha Atlas – Feen (feat. Princess Julianna) (Mish Maoul) · Watch on YouTube

youtube_video MTV4a91DN34 · row MTV4a91DN34

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Ya Tara

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

youtube_video NDqlj1l8e8s · row NDqlj1l8e8s

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Manbai

Listed as Natacha Atlas – Manbai (Ayeshteni) · Watch on YouTube

youtube_video NeUN3F6K8Pg · row NeUN3F6K8Pg

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Sweeter Than Any Sweets

Listed as Natacha Atlas – Sweeter Than Any Sweets (Halim) · Watch on YouTube

youtube_video Og7-MqiC3k0 · row Og7-MqiC3k0

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Makaan

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

youtube_video Q982NSTErWg · row Q982NSTErWg

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Inherent Rhythm (feat. Tanya Wells)

Listed as Natacha Atlas – Inherent Rhythm (feat. Tanya Wells) (Strange Days) · Watch on YouTube

youtube_video Qil5fphLjQ0 · row Qil5fphLjQ0

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Fun Does Not Exist (Dolmus Mix)

Listed as Natacha Atlas – Fun Does Not Exist (Dolmus Mix) (Diaspora) · Watch on YouTube

youtube_video RF44oAFst6c · row RF44oAFst6c

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Out of Time

Listed as Natacha Atlas – Out of Time (Strange Days) · Watch on YouTube

youtube_video TwFOp6alDyc · row TwFOp6alDyc

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Solace

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

youtube_video UNIhlMTA90c · row UNIhlMTA90c

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ARAZU

Listed as Robinson Khoury, Natacha Atlas – ARAZU (ARAZU) · Watch on YouTube

youtube_video WdYFpdQm5os · row WdYFpdQm5os

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Oully Ya Sahbi (feat. Sofiane Saidi)

Listed as Natacha Atlas – Oully Ya Sahbi (feat. Sofiane Saidi) (Mish Maoul) · Watch on YouTube

youtube_video XW6czP4kHPA · row XW6czP4kHPA

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The Inner (feat. Yazz Ahmed, Samy Bishai & Alcyona Mick)

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

youtube_video XaVVJhWFloY · row XaVVJhWFloY

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Leysh Nat'Arak (New Version)

Listed as Natacha Atlas – Leysh Nat'Arak (New Version) (Best Of) · Watch on YouTube

youtube_video XqIFS6T-Cks · row XqIFS6T-Cks

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Inner Sunset (feat. Yazz Ahmed, Samy Bishai & Alcyona Mick)

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

youtube_video Y3i6zmICEY0 · row Y3i6zmICEY0

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Lelsama

Listed as Natacha Atlas – Lelsama (Ayeshteni) · Watch on YouTube

youtube_video ZTCUgooYXrU · row ZTCUgooYXrU

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Amulet (Aywah Remix)

Listed as Natacha Atlas – Amulet (Aywah Remix) (Amulet) · Watch on YouTube

youtube_video _iWmenf8Cxc · row _iWmenf8Cxc

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Layali (feat. Z)

Listed as Natacha Atlas – Layali (feat. Z) (Something Dangerous) · Watch on YouTube

youtube_video aoohZjMt4So · row aoohZjMt4So

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Mahlabeya

Listed as Natacha Atlas – Mahlabeya (Gedida) · Watch on YouTube

youtube_video bsEqsx-jiR0 · row bsEqsx-jiR0

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Like The Last Drop

Listed as Natacha Atlas – Like The Last Drop (Something Dangerous) · Watch on YouTube

youtube_video cS8dujTXQwM · row cS8dujTXQwM

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Extasy (Acid Dub)

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

youtube_video cnJ9xtGVeQE · row cnJ9xtGVeQE

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Fakrenha

Listed as Natacha Atlas – Fakrenha (Ayeshteni) · Watch on YouTube

youtube_video dibIQ5FJ9h4 · row dibIQ5FJ9h4

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Duden (Talvin Singh Remix)

Listed as Natacha Atlas – Duden (Talvin Singh Remix) (The Remix Collection) · Watch on YouTube

youtube_video e0dnhSEjCxc · row e0dnhSEjCxc

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Ghanwah Bossanova

Listed as Natacha Atlas – Ghanwah Bossanova (Mish Maoul) · Watch on YouTube

youtube_video gYiR203D61c · row gYiR203D61c

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Makaan (Nickodemus & The Spy from Cairo Remix)

Listed as Natacha Atlas – Makaan (Nickodemus & The Spy from Cairo Remix) (Mounqaliba - Rising: The Remixes) · Watch on YouTube

youtube_video hA1X940VGBg · row hA1X940VGBg

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Feres

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

youtube_video hT3GZew_eNY · row hT3GZew_eNY

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Yariet

Listed as Natacha Atlas – Yariet (Mish Maoul) · Watch on YouTube

youtube_video j9CFZqdeV20 · row j9CFZqdeV20

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Yeranos

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

youtube_video jWEDaNTnEsY · row jWEDaNTnEsY

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Bab El Janna

Listed as Natacha Atlas – Bab El Janna (Mish Maoul) · Watch on YouTube

youtube_video mrAy5eCDpKk · row mrAy5eCDpKk

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Batkallim: Recharged (Dogbeåts vs. Natacha Atlas)

Listed as Natacha Atlas – Batkallim: Recharged (Dogbeåts vs. Natacha Atlas) (Mounqaliba - Rising: The Remixes) · Watch on YouTube

youtube_video poVGUYXyHpk · row poVGUYXyHpk

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Yalla Chant (Banco De Gaia Remix)

Listed as Natacha Atlas – Yalla Chant (Banco De Gaia Remix) (The Remix Collection) · Watch on YouTube

youtube_video qXrBCTRr4oo · row qXrBCTRr4oo

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Amulet (16b Productions Remix)

Listed as Natacha Atlas – Amulet (16b Productions Remix) (Amulet) · Watch on YouTube

youtube_video rCyrv709QTU · row rCyrv709QTU

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Daymalhum

Listed as Natacha Atlas – Daymalhum (Something Dangerous) · Watch on YouTube

youtube_video rVqkaMDL-3k · row rVqkaMDL-3k

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Leyli

Listed as Natacha Atlas – Leyli (Halim) · Watch on YouTube

youtube_video u0MDnxYX0x0 · row u0MDnxYX0x0

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Cry

Listed as Natacha Atlas – Cry (O.S.T. La Straniera) · Watch on YouTube

youtube_video wApk4-2CToc · row wApk4-2CToc

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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.