Yes. Renato Ferrari has 126 songs listed in a dataset used to train AI music models.

Used for training 126

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 Preludio, Op. 28, No. 4, Suite bergamasque, L.75 - 3. Clair de lune, Sicilienne, Op.78

Listed under the artist name 126 songs in LAION-DISCO-12M

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

Preludio, Op. 28, No. 4

Listed as Renato Ferrari, Classical Music DEA Channel, Relaxing Classical Music Academy – Preludio, Op. 28, No. 4 (Gentle Classic Piano Moods) · Watch on YouTube

youtube_video -FaaDurzk2o · row -FaaDurzk2o

LAION-DISCO-12M

Suite bergamasque, L.75 - 3. Clair de lune

Listed as Renato Ferrari, Classical Music DEA Channel, Piano Music DEA Channel – Suite bergamasque, L.75 - 3. Clair de lune (50 Most Beautiful Piano Classics) · Watch on YouTube

youtube_video -OfgLRTC864 · row -OfgLRTC864

LAION-DISCO-12M

Sicilienne, Op.78

Listed as Renato Ferrari, Classical Music DEA Channel, Relaxing Classical Music Academy – Sicilienne, Op.78 (Beautiful Classical Piano Pieces: Clair de lune, Arabesque and Other Classical New Age Piano Music Favorites) · Watch on YouTube

youtube_video -y7nW_FqCMA · row -y7nW_FqCMA

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Goldberg Variations BWV 988: Aria

Listed as Renato Ferrari, The Piano Music Man, Relaxing Study Music Academy, Johann Sebastian Bach – Goldberg Variations BWV 988: Aria (Adorable Johann Sebastian Bach: Classical Music for Relaxation, Reading, Studying and Stress Relief) · Watch on YouTube

youtube_video 0K8W1BHGFyY · row 0K8W1BHGFyY

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Relaxing Sleep Music for Babies

Listed as Renato Ferrari, The Piano Music Man, Sleeping Baby Lullaby – Relaxing Sleep Music for Babies (Baby Sleep Aid: Piano Lullabies for Sleeping Babies) · Watch on YouTube

youtube_video 3Su7w3CSVXU · row 3Su7w3CSVXU

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Background Sleep Music

Listed as Renato Ferrari, Piano Music DEA Channel, Peaceful Piano Music DEA Channel – Background Sleep Music (Deep Sleep: Calming Piano Music for Sleep And Deep Relaxation) · Watch on YouTube

youtube_video 5yzR4tLRN7s · row 5yzR4tLRN7s

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Valse

Listed as Classical Music for Studying DEA Channel, Renato Ferrari, Piano Music DEA Channel – Valse ( ) · Watch on YouTube

youtube_video 6qjX_Fez8nU · row 6qjX_Fez8nU

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Flute Sonate BWV 1031: Siciliana

Listed as Renato Ferrari, The Piano Music Man, Relaxing Study Music Academy, Johann Sebastian Bach – Flute Sonate BWV 1031: Siciliana (Adorable Johann Sebastian Bach: Classical Music for Relaxation, Reading, Studying and Stress Relief) · Watch on YouTube

youtube_video 72k6eOU4SKo · row 72k6eOU4SKo

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Istanti

Listed as Renato Ferrari, Piano Music DEA Channel, Relaxing Music Academy – Istanti (Dream Music Around Me) · Watch on YouTube

youtube_video 7JyOLdTHlog · row 7JyOLdTHlog

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Sweet Luchy

Listed as Renato Ferrari – Sweet Luchy (Passing Love) · Watch on YouTube

youtube_video 8HTOpoYf7yM · row 8HTOpoYf7yM

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Gnossiennes, No. 2

Listed as Renato Ferrari, Piano Music DEA Channel, Relaxing Music Academy – Gnossiennes, No. 2 (Dream Music Around Me) · Watch on YouTube

youtube_video 9gUm_5nPhLA · row 9gUm_5nPhLA

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Notturno in G minor, Op. 37 No. 1

Listed as Renato Ferrari, Classical Music DEA Channel, Relaxing Classical Music Academy – Notturno in G minor, Op. 37 No. 1 (Beautiful Classical Piano Pieces: Clair de lune, Arabesque and Other Classical New Age Piano Music Favorites) · Watch on YouTube

youtube_video APGuhjojqnw · row APGuhjojqnw

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Mind And Body Night Meditation

Listed as Renato Ferrari, Piano Music DEA Channel, Peaceful Piano Music DEA Channel – Mind And Body Night Meditation (Deep Sleep: Calming Piano Music for Sleep And Deep Relaxation) · Watch on YouTube

youtube_video BdjZgkRRt-k · row BdjZgkRRt-k

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Minuet in G minor, BWV 842

Listed as Baby Lullaby Music Academy, Renato Ferrari, The Piano Music Man – Minuet in G minor, BWV 842 (Bach Lullaby Music: Essential Classical Lullabies for Sleeping Baby) · Watch on YouTube

youtube_video FNubGEBZS1I · row FNubGEBZS1I

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Giampa in The Sky

Listed as Renato Ferrari, Piano Music DEA Channel, Classical Music DEA Channel – Giampa in The Sky (Love Is Always) · Watch on YouTube

youtube_video FVB_QXBPY5Q · row FVB_QXBPY5Q

LAION-DISCO-12M

Music For Sleeping And Deep Relaxation

Listed as Renato Ferrari, Piano Music DEA Channel, Peaceful Piano Music DEA Channel – Music For Sleeping And Deep Relaxation (Deep Sleep: Calming Piano Music for Sleep And Deep Relaxation) · Watch on YouTube

youtube_video HsB3TrZYRrw · row HsB3TrZYRrw

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Prelude to Bach

Listed as Renato Ferrari – Prelude to Bach (Passing Love) · Watch on YouTube

youtube_video KFF9Go8RGak · row KFF9Go8RGak

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Music to Stop Insomnia

Listed as Renato Ferrari, Piano Music DEA Channel, Peaceful Piano Music DEA Channel – Music to Stop Insomnia (Deep Sleep: Calming Piano Music for Sleep And Deep Relaxation) · Watch on YouTube

youtube_video L0GB8iFDZEs · row L0GB8iFDZEs

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June (Barcarolle) Op. 37 No. 6

Listed as Renato Ferrari, Classical Music DEA Channel, Relaxing Classical Music Academy – June (Barcarolle) Op. 37 No. 6 (Beautiful Classical Piano Pieces: Clair de lune, Arabesque and Other Classical New Age Piano Music Favorites) · Watch on YouTube

youtube_video PDzIdYb-0CY · row PDzIdYb-0CY

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Remembering

Listed as Renato Ferrari, Classical Music for Studying DEA Channel, Piano Music DEA Channel – Remembering ( ) · Watch on YouTube

youtube_video PRtqDQdkL7w · row PRtqDQdkL7w

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Classical Music For Relaxation

Listed as Renato Ferrari, Piano Music DEA Channel, Peaceful Piano Music DEA Channel – Classical Music For Relaxation (Deep Sleep: Calming Piano Music for Sleep And Deep Relaxation) · Watch on YouTube

youtube_video PYqjiwSsMr0 · row PYqjiwSsMr0

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Dreaming About You

Listed as Jazz Music DEA Channel, Renato Ferrari – Dreaming About You (Sleep Jazz 3: Piano Jazz Music to Sleep & Relax) · Watch on YouTube

youtube_video PvxAVecglMg · row PvxAVecglMg

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Friday

Listed as Classical Music for Studying DEA Channel, Renato Ferrari, Piano Music DEA Channel – Friday ( ) · Watch on YouTube

youtube_video QBtKu1fe6zk · row QBtKu1fe6zk

LAION-DISCO-12M

French Suite IV in E flat, BWV 815: Allemande

Listed as Renato Ferrari, The Piano Music Man, Relaxing Study Music Academy, Johann Sebastian Bach – French Suite IV in E flat, BWV 815: Allemande (Adorable Johann Sebastian Bach: Classical Music for Relaxation, Reading, Studying and Stress Relief) · Watch on YouTube

youtube_video RTuFyq5B-94 · row RTuFyq5B-94

LAION-DISCO-12M

Waltz in B minor, op. 69 no. 2

Listed as Renato Ferrari, Classical Music DEA Channel, Relaxing Classical Music Academy – Waltz in B minor, op. 69 no. 2 (Beautiful Classical Piano Pieces: Clair de lune, Arabesque and Other Classical New Age Piano Music Favorites) · Watch on YouTube

youtube_video TtI3MRblTT8 · row TtI3MRblTT8

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Resonance

Listed as Renato Ferrari, Piano Music DEA Channel, Relaxing Music Academy – Resonance (Dream Music Around Me) · Watch on YouTube

youtube_video W8UKS_Si6lw · row W8UKS_Si6lw

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Forbidden Games (Les Jeux Interdits) (Arr. Renato Ferrari)

Listed as Renato Ferrari, Classical Music DEA Channel, Relaxing Classical Music Academy – Forbidden Games (Les Jeux Interdits) (Arr. Renato Ferrari) (Beautiful Classical Piano Pieces Vol. 2: Classical New Age Piano Music Favorites) · Watch on YouTube

youtube_video XVBgM2VO7Hg · row XVBgM2VO7Hg

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Piano Music For Deep Sleep

Listed as Renato Ferrari, Piano Music DEA Channel, Peaceful Piano Music DEA Channel – Piano Music For Deep Sleep (Deep Sleep: Calming Piano Music for Sleep And Deep Relaxation) · Watch on YouTube

youtube_video Z2NmTpf5QqA · row Z2NmTpf5QqA

LAION-DISCO-12M

Gymnopédie No. 2

Listed as Renato Ferrari, Piano Music DEA Channel, Relaxing Music Academy – Gymnopédie No. 2 (Dream Music Around Me) · Watch on YouTube

youtube_video aCbY9iTateE · row aCbY9iTateE

LAION-DISCO-12M

Good Time

Listed as Renato Ferrari, Classical Music for Studying DEA Channel, Piano Music DEA Channel – Good Time ( ) · Watch on YouTube

youtube_video aIu58jg-WRk · row aIu58jg-WRk

LAION-DISCO-12M

Fuori Dalla Notte

Listed as Renato Ferrari, Piano Music DEA Channel, Classical Music for Studying DEA Channel – Fuori Dalla Notte (Renato Ferrari Plays Ludovico Einaudi) · Watch on YouTube

youtube_video aNGIZOEz3NA · row aNGIZOEz3NA

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In My Distant Place

Listed as Renato Ferrari – In My Distant Place (Passing Love) · Watch on YouTube

youtube_video aSNA02r24So · row aSNA02r24So

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She Waits For You To Sleep

Listed as Renato Ferrari, Piano Music DEA Channel, Peaceful Piano Music DEA Channel – She Waits For You To Sleep (Deep Sleep: Calming Piano Music for Sleep And Deep Relaxation) · Watch on YouTube

youtube_video be7yu5O6gAA · row be7yu5O6gAA

LAION-DISCO-12M

Gymnopédie No. 1 (With Ocean Sounds)

Listed as Renato Ferrari, Ocean Sounds Academy, Nature Sounds Academy – Gymnopédie No. 1 (With Ocean Sounds) (Dream Music Around Me with Ocean Sounds) · Watch on YouTube

youtube_video cY4vAZ7en0I · row cY4vAZ7en0I

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Una Mattina

Listed as Renato Ferrari, Piano Music DEA Channel, Classical Music for Studying DEA Channel – Una Mattina (Renato Ferrari Plays Ludovico Einaudi) · Watch on YouTube

youtube_video esYTtOpt99M · row esYTtOpt99M

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French Suite in C minor, BWV 813: Allemande

Listed as Renato Ferrari, The Piano Music Man, Relaxing Study Music Academy, Johann Sebastian Bach – French Suite in C minor, BWV 813: Allemande (Adorable Johann Sebastian Bach: Classical Music for Relaxation, Reading, Studying and Stress Relief) · Watch on YouTube

youtube_video frEsoY2cKc8 · row frEsoY2cKc8

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Let go of Anxiety

Listed as Renato Ferrari, Piano Music DEA Channel, Peaceful Piano Music DEA Channel – Let go of Anxiety (Deep Sleep: Calming Piano Music for Sleep And Deep Relaxation) · Watch on YouTube

youtube_video fwiYwhsZ7-8 · row fwiYwhsZ7-8

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Planets Improvisation

Listed as Renato Ferrari, Piano Music DEA Channel, Relaxing Music Academy – Planets Improvisation (Dream Music Around Me) · Watch on YouTube

youtube_video iAN2ZCoDaag · row iAN2ZCoDaag

LAION-DISCO-12M

Meditation Music For Deep Sleep

Listed as Renato Ferrari, Piano Music DEA Channel, Peaceful Piano Music DEA Channel – Meditation Music For Deep Sleep (Deep Sleep: Calming Piano Music for Sleep And Deep Relaxation) · Watch on YouTube

youtube_video iU9mqP4bdZ8 · row iU9mqP4bdZ8

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Go To Sleep Music

Listed as Renato Ferrari, Piano Music DEA Channel, Peaceful Piano Music DEA Channel – Go To Sleep Music (Deep Sleep: Calming Piano Music for Sleep And Deep Relaxation) · Watch on YouTube

youtube_video ksj7oSGbcsM · row ksj7oSGbcsM

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Romance in F Major, Op. 50, No. 2 (Piano Transcription)

Listed as Renato Ferrari, Classical Music DEA Channel, Relaxing Classical Music Academy, Ludwig Van Beethoven – Romance in F Major, Op. 50, No. 2 (Piano Transcription) (Gentle Classic Piano Moods) · Watch on YouTube

youtube_video l2fsCszefAg · row l2fsCszefAg

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Passing love

Listed as Renato Ferrari – Passing love (Passing Love) · Watch on YouTube

youtube_video mcKJK0yJL3Y · row mcKJK0yJL3Y

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Fall Asleep with Love

Listed as Renato Ferrari, Piano Music DEA Channel, Peaceful Piano Music DEA Channel – Fall Asleep with Love (Deep Sleep: Calming Piano Music for Sleep And Deep Relaxation) · Watch on YouTube

youtube_video nUjZbryA7X4 · row nUjZbryA7X4

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Concert in D Major, BWV 972: Larghetto

Listed as Renato Ferrari, The Piano Music Man, Relaxing Study Music Academy, Johann Sebastian Bach – Concert in D Major, BWV 972: Larghetto (Adorable Johann Sebastian Bach: Classical Music for Relaxation, Reading, Studying and Stress Relief) · Watch on YouTube

youtube_video qCxzmXhSc9E · row qCxzmXhSc9E

LAION-DISCO-12M

Gymnopédie No. 1

Listed as Renato Ferrari, Classical Music DEA Channel, Piano Music DEA Channel – Gymnopédie No. 1 (50 Most Beautiful Piano Classics) · Watch on YouTube

youtube_video twCc8ZMgmSE · row twCc8ZMgmSE

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Relaxing Piano Before Sleep

Listed as Renato Ferrari, Piano Music DEA Channel, Peaceful Piano Music DEA Channel – Relaxing Piano Before Sleep (Deep Sleep: Calming Piano Music for Sleep And Deep Relaxation) · Watch on YouTube

youtube_video u6eGfI-xZIQ · row u6eGfI-xZIQ

LAION-DISCO-12M

Benefit Of A Good Night Sleep

Listed as Renato Ferrari, Piano Music DEA Channel, Peaceful Piano Music DEA Channel – Benefit Of A Good Night Sleep (Deep Sleep: Calming Piano Music for Sleep And Deep Relaxation) · Watch on YouTube

youtube_video v9V5LQ9pgc8 · row v9V5LQ9pgc8

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Wonder

Listed as Renato Ferrari, Classical Music for Studying DEA Channel, Piano Music DEA Channel – Wonder ( ) · Watch on YouTube

youtube_video w-bHCgYsaIw · row w-bHCgYsaIw

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L'Inaccessible étoile

Listed as Classical Music for Studying DEA Channel, Renato Ferrari, Piano Music DEA Channel – L'Inaccessible étoile ( ) · Watch on YouTube

youtube_video z96uR3D2eRc · row z96uR3D2eRc

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Fall Asleep Piano Music

Listed as Renato Ferrari, Piano Music DEA Channel, Peaceful Piano Music DEA Channel – Fall Asleep Piano Music (Deep Sleep: Calming Piano Music for Sleep And Deep Relaxation) · Watch on YouTube

youtube_video zLxvJY7XxP4 · row zLxvJY7XxP4

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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.