Yes. Deep Forest has 143 songs listed in a dataset used to train AI music models.

Used for training 143

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 Elemental (feat. Beverly Jo Scott), Sweet Lullaby (Version 2021), Lament

Listed under the artist name 143 songs in LAION-DISCO-12M

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

Elemental (feat. Beverly Jo Scott)

Listed as Deep Forest – Elemental (feat. Beverly Jo Scott) (Music Detected) · Watch on YouTube

youtube_video -92VNtBPCLY · row -92VNtBPCLY

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Sweet Lullaby (Version 2021)

Listed as Deep Forest – Sweet Lullaby (Version 2021) (Eponymous (Version 2021)) · Watch on YouTube

youtube_video 1hKKPdEKWqE · row 1hKKPdEKWqE

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Lament

Listed as Deep Forest – Lament (Boheme) · Watch on YouTube

youtube_video 1kcVwqodG8E · row 1kcVwqodG8E

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Danube Passa

Listed as Deep Forest, Olivier Delevingne – Danube Passa (Deep Forest Delevingne Crystal Clear) · Watch on YouTube

youtube_video 2CO7PK86QOE · row 2CO7PK86QOE

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While the Earth Sleeps (Long Version)

Listed as Deep Forest – While the Earth Sleeps (Long Version) (Boheme) · Watch on YouTube

youtube_video 2Zs61WLuHRQ · row 2Zs61WLuHRQ

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Moon Light

Listed as Deep Forest – Moon Light (Pacifique) · Watch on YouTube

youtube_video 37oXdc9KSSs · row 37oXdc9KSSs

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Oyme's Song (feat. Oyme)

Listed as Deep Forest – Oyme's Song (feat. Oyme) (Evo Devo) · Watch on YouTube

youtube_video 3I0Clt0v7SM · row 3I0Clt0v7SM

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Deep Folk Song

Listed as Deep Forest – Deep Folk Song (Boheme) · Watch on YouTube

youtube_video 3vXsqEdWFBk · row 3vXsqEdWFBk

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Will You Be Ready (feat. Angela McCluskey)

Listed as Deep Forest – Will You Be Ready (feat. Angela McCluskey) (Music Detected) · Watch on YouTube

youtube_video 6p8Ezdvw_SY · row 6p8Ezdvw_SY

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Punjab

Listed as Deep Forest, Rahul Sharma – Punjab (Deep India) · Watch on YouTube

youtube_video 7TxYULKul8w · row 7TxYULKul8w

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Sweet Lullaby (Round the World Mix)

Listed as Deep Forest – Sweet Lullaby (Round the World Mix) (World Mix) · Watch on YouTube

youtube_video 87zHsJ_UkqE · row 87zHsJ_UkqE

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Bohemian Ballet

Listed as Deep Forest – Bohemian Ballet (Boheme) · Watch on YouTube

youtube_video 9sx-ZTUmBW0 · row 9sx-ZTUmBW0

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Katharina

Listed as Deep Forest – Katharina (Boheme) · Watch on YouTube

youtube_video B75DO2TI95E · row B75DO2TI95E

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Endangered Species

Listed as Deep Forest – Endangered Species (Music Detected) · Watch on YouTube

youtube_video BCmcJXpnveU · row BCmcJXpnveU

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Yuki Song (feat. Beverly Jo Scott)

Listed as Deep Forest – Yuki Song (feat. Beverly Jo Scott) (Music Detected) · Watch on YouTube

youtube_video ByQ_Z2hITTI · row ByQ_Z2hITTI

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Twosome

Listed as Deep Forest – Twosome (Boheme) · Watch on YouTube

youtube_video EPk1ytnBDFI · row EPk1ytnBDFI

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Deep Blue Sea (feat. Anggun)

Listed as Deep Forest – Deep Blue Sea (feat. Anggun) (Music Detected) · Watch on YouTube

youtube_video HuLZkvjyNEw · row HuLZkvjyNEw

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Forest Hymn

Listed as Deep Forest – Forest Hymn (World Mix) · Watch on YouTube

youtube_video I_3J_QSotT8 · row I_3J_QSotT8

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Night Village

Listed as Deep Forest – Night Village (Pacifique) · Watch on YouTube

youtube_video N5-WfXCnPGY · row N5-WfXCnPGY

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Bulgarian Melody (feat. Márta Sebestyén)

Listed as Deep Forest – Bulgarian Melody (feat. Márta Sebestyén) (Boheme) · Watch on YouTube

youtube_video PU1wE9pt-Rk · row PU1wE9pt-Rk

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Gathering

Listed as Deep Forest – Gathering (Boheme) · Watch on YouTube

youtube_video Q5bfNBmCHt4 · row Q5bfNBmCHt4

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Noonday Sun

Listed as Deep Forest – Noonday Sun (Comparsa) · Watch on YouTube

youtube_video QkCyHT-vv0o · row QkCyHT-vv0o

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Media Luna

Listed as Deep Forest – Media Luna (Comparsa) · Watch on YouTube

youtube_video RZ6A4q732LA · row RZ6A4q732LA

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Tres Marias

Listed as Deep Forest – Tres Marias (Comparsa) · Watch on YouTube

youtube_video TYqqz0U99Zk · row TYqqz0U99Zk

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Marta's Song (feat. Márta Sebestyén)

Listed as Deep Forest – Marta's Song (feat. Márta Sebestyén) (Boheme) · Watch on YouTube

youtube_video VAVfaBN_bpQ · row VAVfaBN_bpQ

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Who Did That

Listed as Deep Forest – Who Did That (Burning) · Watch on YouTube

youtube_video VNNakSQRv6o · row VNNakSQRv6o

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Madazulu

Listed as Deep Forest – Madazulu (Comparsa) · Watch on YouTube

youtube_video WABWTxADzbo · row WABWTxADzbo

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Freedom Cry

Listed as Deep Forest – Freedom Cry (Boheme) · Watch on YouTube

youtube_video XUPB8X9KoO0 · row XUPB8X9KoO0

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Deep Weather

Listed as Deep Forest – Deep Weather (Comparsa) · Watch on YouTube

youtube_video ZW1VrgMShK4 · row ZW1VrgMShK4

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La légende (Pt. 2)

Listed as Deep Forest – La légende (Pt. 2) (Pacifique) · Watch on YouTube

youtube_video ardKHoLWg5k · row ardKHoLWg5k

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Cafe Europa

Listed as Deep Forest – Cafe Europa (Boheme) · Watch on YouTube

youtube_video bB2Fx0hzqUs · row bB2Fx0hzqUs

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Anasthasia

Listed as Deep Forest – Anasthasia (Boheme) · Watch on YouTube

youtube_video cD-UOpERT-8 · row cD-UOpERT-8

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Deep Ocean (Part 3)

Listed as Deep Forest, DeLaurentis, Eric Mouquet – Deep Ocean (Part 3) (Deep Ocean (Part 3)) · Watch on YouTube

youtube_video fXlHqtE34iY · row fXlHqtE34iY

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Pacifique

Listed as Deep Forest – Pacifique (Pacifique) · Watch on YouTube

youtube_video fvO88JstRfE · row fvO88JstRfE

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Simply Done (feat. Oyme)

Listed as Deep Forest – Simply Done (feat. Oyme) (Evo Devo) · Watch on YouTube

youtube_video g03mzX_kBhM · row g03mzX_kBhM

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Sing with the Birds

Listed as Deep Forest – Sing with the Birds (Evo Devo) · Watch on YouTube

youtube_video hcL_4at2lFI · row hcL_4at2lFI

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Deep Forest (Sunrise at Alcatraz)

Listed as Deep Forest – Deep Forest (Sunrise at Alcatraz) (World Mix) · Watch on YouTube

youtube_video i3UIVd0tZ44 · row i3UIVd0tZ44

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Green and Blue

Listed as Deep Forest – Green and Blue (Comparsa) · Watch on YouTube

youtube_video lR5dazNeHe8 · row lR5dazNeHe8

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Forest Hymn (Apollo Mix)

Listed as Deep Forest – Forest Hymn (Apollo Mix) (World Mix) · Watch on YouTube

youtube_video pHsbyFOCf38 · row pHsbyFOCf38

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Sweet Lullaby (Apollo Mix)

Listed as Deep Forest – Sweet Lullaby (Apollo Mix) (World Mix) · Watch on YouTube

youtube_video qN90mCbfcFw · row qN90mCbfcFw

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Bohème

Listed as Deep Forest – Bohème (Boheme) · Watch on YouTube

youtube_video qQwVvyJniNQ · row qQwVvyJniNQ

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Amazônia

Listed as Deep Forest – Amazônia (Deep Brasil) · Watch on YouTube

youtube_video r09x60FwkDM · row r09x60FwkDM

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Radio Bélize

Listed as Deep Forest – Radio Bélize (Comparsa) · Watch on YouTube

youtube_video sY_fmIy8JPA · row sY_fmIy8JPA

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Ave Maria

Listed as Deep Forest, Lokua Kanza – Ave Maria (World Christmas) · Watch on YouTube

youtube_video skIVhhl89tY · row skIVhhl89tY

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India

Listed as Deep Forest – India (Music Detected) · Watch on YouTube

youtube_video t6HPosZMDi0 · row t6HPosZMDi0

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Comparsa

Listed as Deep Forest – Comparsa (Comparsa) · Watch on YouTube

youtube_video tEF8eK2776o · row tEF8eK2776o

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Forest Power

Listed as Deep Forest – Forest Power (Comparsa) · Watch on YouTube

youtube_video uBRh_VFGG6U · row uBRh_VFGG6U

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Deep Ocean (Part 2)

Listed as Deep Forest, DeLaurentis, Eric Mouquet – Deep Ocean (Part 2) (Deep Ocean) · Watch on YouTube

youtube_video v_62OrnusVk · row v_62OrnusVk

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Deep Ocean (Part 1)

Listed as Deep Forest, DeLaurentis, Eric Mouquet – Deep Ocean (Part 1) (Deep Ocean) · Watch on YouTube

youtube_video wl6uJ3oZILQ · row wl6uJ3oZILQ

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La révolte

Listed as Deep Forest – La révolte (Pacifique) · Watch on YouTube

youtube_video xy7WfQA7ogo · row xy7WfQA7ogo

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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.