Yes. Robert Rich has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 The Divine Radiance of Invertebrates, We Shed the Remnants of Last Winter, Sagrada Familia

Listed under the artist name 150 songs in LAION-DISCO-12M

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

The Divine Radiance of Invertebrates

Listed as Robert Rich, Alio Die – The Divine Radiance of Invertebrates (Fissures) · Watch on YouTube

youtube_video 0zfLT-TbIn0 · row 0zfLT-TbIn0

LAION-DISCO-12M

We Shed the Remnants of Last Winter

Listed as Robert Rich, Markus Reuter – We Shed the Remnants of Last Winter (Lift a Feather to the Flood) · Watch on YouTube

youtube_video 1HB0uwSWmb4 · row 1HB0uwSWmb4

LAION-DISCO-12M

Sagrada Familia

Listed as Robert Rich – Sagrada Familia (Gaudí) · Watch on YouTube

youtube_video 2MEYvr3N7_k · row 2MEYvr3N7_k

LAION-DISCO-12M

Synergistic Perceptions

Listed as Robert Rich – Synergistic Perceptions (Humidity) · Watch on YouTube

youtube_video 6KkWn4nzzcU · row 6KkWn4nzzcU

LAION-DISCO-12M

Voice of Rust

Listed as Robert Rich – Voice of Rust (What We Left Behind) · Watch on YouTube

youtube_video 8cNfK6cCiqQ · row 8cNfK6cCiqQ

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Dendritic

Listed as Robert Rich – Dendritic (Waves of Now) · Watch on YouTube

youtube_video CCgtx-7mjKo · row CCgtx-7mjKo

LAION-DISCO-12M

Rainforest Suite - the Forest Dreams of Bach

Listed as Robert Rich – Rainforest Suite - the Forest Dreams of Bach (Rainforest) · Watch on YouTube

youtube_video D2BTyGlX2qQ · row D2BTyGlX2qQ

LAION-DISCO-12M

Transpiration

Listed as Robert Rich – Transpiration (What We Left Behind) · Watch on YouTube

youtube_video D7dUCvicmAY · row D7dUCvicmAY

LAION-DISCO-12M

Sirena

Listed as Robert Rich, Alio Die – Sirena (Fissures) · Watch on YouTube

youtube_video FeGe5GN0fkg · row FeGe5GN0fkg

LAION-DISCO-12M

Loom of Origins

Listed as Robert Rich – Loom of Origins (Travelers' Cloth) · Watch on YouTube

youtube_video GV7BwvpnE8c · row GV7BwvpnE8c

LAION-DISCO-12M

Feathers on a Barefoot Path

Listed as Robert Rich – Feathers on a Barefoot Path (Travelers' Cloth) · Watch on YouTube

youtube_video JhOabeZC-VY · row JhOabeZC-VY

LAION-DISCO-12M

Corvid Collections

Listed as Robert Rich – Corvid Collections (What We Left Behind) · Watch on YouTube

youtube_video K3M7DeRomHc · row K3M7DeRomHc

LAION-DISCO-12M

Moss Dance

Listed as Robert Rich – Moss Dance (Numena + Geometry) · Watch on YouTube

youtube_video LprzhvVgR3Q · row LprzhvVgR3Q

LAION-DISCO-12M

Elevate the Hive Mind

Listed as Robert Rich – Elevate the Hive Mind (Waves of Now) · Watch on YouTube

youtube_video M5YpKAcYMPs · row M5YpKAcYMPs

LAION-DISCO-12M

Tapestry Sky

Listed as Robert Rich, Luca Formentini – Tapestry Sky (Cloud Ornament) · Watch on YouTube

youtube_video MEGkZOVOtgc · row MEGkZOVOtgc

LAION-DISCO-12M

A Canopy of Shivers

Listed as Robert Rich, Alio Die – A Canopy of Shivers (Fissures) · Watch on YouTube

youtube_video MWYRxcG_YNg · row MWYRxcG_YNg

LAION-DISCO-12M

Rune

Listed as Robert Rich, Luca Formentini – Rune (For Sundays When It Rains) · Watch on YouTube

youtube_video NFbkkzWSQio · row NFbkkzWSQio

LAION-DISCO-12M

Pinpoint Reflections

Listed as Robert Rich, Luca Formentini – Pinpoint Reflections (Cloud Ornament) · Watch on YouTube

youtube_video OjYjrqMJ_Tk · row OjYjrqMJ_Tk

LAION-DISCO-12M

Never Hunger

Listed as Robert Rich – Never Hunger (What We Left Behind) · Watch on YouTube

youtube_video P_vFK_Sgfig · row P_vFK_Sgfig

LAION-DISCO-12M

Memory Like Blowing Sand

Listed as Robert Rich – Memory Like Blowing Sand (Travelers' Cloth) · Watch on YouTube

youtube_video Tm9SPr08M3s · row Tm9SPr08M3s

LAION-DISCO-12M

Shrouded Lattice

Listed as Robert Rich – Shrouded Lattice (Tactile Ground) · Watch on YouTube

youtube_video VkDix3ebv40 · row VkDix3ebv40

LAION-DISCO-12M

Nada

Listed as Robert Rich – Nada (Shamballa: Live in Costa Mesa CA, May 20 2000) · Watch on YouTube

youtube_video WB3k3z0mQVI · row WB3k3z0mQVI

LAION-DISCO-12M

Door of Ornament

Listed as Robert Rich, Luca Formentini – Door of Ornament (Cloud Ornament) · Watch on YouTube

youtube_video WVijwo6FGxc · row WVijwo6FGxc

LAION-DISCO-12M

A Thousand Tears

Listed as Robert Rich, Lisa Moskow – A Thousand Tears (Yearning) · Watch on YouTube

youtube_video XZHbqAUQHis · row XZHbqAUQHis

LAION-DISCO-12M

Refuge in Breathing

Listed as Robert Rich – Refuge in Breathing (Offering to the Morning Fog) · Watch on YouTube

youtube_video Z2N2GGynyjI · row Z2N2GGynyjI

LAION-DISCO-12M

Galvanic Response

Listed as Robert Rich – Galvanic Response (Waves of Now) · Watch on YouTube

youtube_video ZSvc8hWLrQs · row ZSvc8hWLrQs

LAION-DISCO-12M

Harmonic Collective

Listed as Robert Rich, Luca Formentini – Harmonic Collective (Cloud Ornament) · Watch on YouTube

youtube_video _FowK5k0J7g · row _FowK5k0J7g

LAION-DISCO-12M

Somnium (Intro)

Listed as Robert Rich – Somnium (Intro) (Fahrenheit Project Part Two) · Watch on YouTube

youtube_video _br-zi89Rco · row _br-zi89Rco

LAION-DISCO-12M

What We Left Behind

Listed as Robert Rich – What We Left Behind (What We Left Behind) · Watch on YouTube

youtube_video b5r_uaiy1jM · row b5r_uaiy1jM

LAION-DISCO-12M

High Mountain Shelter

Listed as Robert Rich – High Mountain Shelter (Travelers' Cloth) · Watch on YouTube

youtube_video bLauZ3EDaT4 · row bLauZ3EDaT4

LAION-DISCO-12M

Tidal Precession

Listed as Robert Rich, Luca Formentini – Tidal Precession (Cloud Ornament) · Watch on YouTube

youtube_video bQEXgpxzmPM · row bQEXgpxzmPM

LAION-DISCO-12M

The Spiral Steps

Listed as Robert Rich – The Spiral Steps (Gaudí) · Watch on YouTube

youtube_video cnFh-0SU5eY · row cnFh-0SU5eY

LAION-DISCO-12M

Awake When Shadows Walk

Listed as Robert Rich – Awake When Shadows Walk (Offering to the Morning Fog) · Watch on YouTube

youtube_video cwsDhNwTRu8 · row cwsDhNwTRu8

LAION-DISCO-12M

Night Spinning Inward

Listed as Robert Rich – Night Spinning Inward (Music from Atlas Dei) · Watch on YouTube

youtube_video e0r1BsTC6t0 · row e0r1BsTC6t0

LAION-DISCO-12M

A Skein for Skin

Listed as Robert Rich – A Skein for Skin (Tactile Ground) · Watch on YouTube

youtube_video fZIUr0LsUGQ · row fZIUr0LsUGQ

LAION-DISCO-12M

Fall up, the Clouds Will Catch You

Listed as Robert Rich – Fall up, the Clouds Will Catch You (Offering to the Morning Fog) · Watch on YouTube

youtube_video foBsV059LEo · row foBsV059LEo

LAION-DISCO-12M

The Sentience of Touch

Listed as Robert Rich – The Sentience of Touch (Tactile Ground) · Watch on YouTube

youtube_video hHGZ1QDpUKI · row hHGZ1QDpUKI

LAION-DISCO-12M

Convergent

Listed as Robert Rich – Convergent (Neurogenesis) · Watch on YouTube

youtube_video harNyVm4u3M · row harNyVm4u3M

LAION-DISCO-12M

Tincture of Luminance

Listed as Robert Rich, Luca Formentini – Tincture of Luminance (Cloud Ornament) · Watch on YouTube

youtube_video hkuozegHBz4 · row hkuozegHBz4

LAION-DISCO-12M

Migration of Octaves

Listed as Robert Rich, Luca Formentini – Migration of Octaves (Cloud Ornament) · Watch on YouTube

youtube_video jikZiMOxt0E · row jikZiMOxt0E

LAION-DISCO-12M

Lamplight Chime

Listed as Robert Rich, Luca Formentini – Lamplight Chime (Cloud Ornament) · Watch on YouTube

youtube_video mKAwSvxDdlk · row mKAwSvxDdlk

LAION-DISCO-12M

Nada

Listed as Robert Rich, Lisa Moskow – Nada (Yearning) · Watch on YouTube

youtube_video nheQ5e16l2I · row nheQ5e16l2I

LAION-DISCO-12M

What Is Home?

Listed as Robert Rich – What Is Home? (Travelers' Cloth) · Watch on YouTube

youtube_video o7-d5-96oF0 · row o7-d5-96oF0

LAION-DISCO-12M

Profligate Earth

Listed as Robert Rich – Profligate Earth (What We Left Behind) · Watch on YouTube

youtube_video pljb84UB5SI · row pljb84UB5SI

LAION-DISCO-12M

Aerial on Warm Seas

Listed as Robert Rich – Aerial on Warm Seas (What We Left Behind) · Watch on YouTube

youtube_video tCjN9yR1nCw · row tCjN9yR1nCw

LAION-DISCO-12M

Finding Lights

Listed as Robert Rich, Luca Formentini – Finding Lights (For Sundays When It Rains) · Watch on YouTube

youtube_video tz63qzY1CnE · row tz63qzY1CnE

LAION-DISCO-12M

Radiant Groundlines

Listed as Robert Rich – Radiant Groundlines (Tactile Ground) · Watch on YouTube

youtube_video vd1Id4Hh-4c · row vd1Id4Hh-4c

LAION-DISCO-12M

Geometry of the Skies

Listed as Robert Rich – Geometry of the Skies (Numena + Geometry) · Watch on YouTube

youtube_video wIAAU3P1AAU · row wIAAU3P1AAU

LAION-DISCO-12M

Shadow Mist Beneath

Listed as Robert Rich – Shadow Mist Beneath (Travelers' Cloth) · Watch on YouTube

youtube_video xS6H7-e91Os · row xS6H7-e91Os

LAION-DISCO-12M

Elevations

Listed as Robert Rich – Elevations (Tactile Ground) · Watch on YouTube

youtube_video yXo65b1j4Cw · row yXo65b1j4Cw

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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.