Yes. Singing Birds has 153 songs listed in a dataset used to train AI music models.

Used for training 153

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 Sky's Beginning, Pt. 74, Sky's Beginning, Pt. 89, Binaural Lullaby Wings

Listed under the artist name 153 songs in LAION-DISCO-12M

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

Sky's Beginning, Pt. 74

Listed as Calm Singing Birds Zone, Sonidos De Pájaros, Singing Birds – Sky's Beginning, Pt. 74 (* Sincere Aerial Tune for Gaining Peace and Confidence *) · Watch on YouTube

youtube_video 09NJdPMqStY · row 09NJdPMqStY

LAION-DISCO-12M

Sky's Beginning, Pt. 89

Listed as Calm Singing Birds Zone, Sonidos De Pájaros, Singing Birds – Sky's Beginning, Pt. 89 (* Sincere Aerial Tune for Gaining Peace and Confidence *) · Watch on YouTube

youtube_video 0lBhgtzreyo · row 0lBhgtzreyo

LAION-DISCO-12M

Binaural Lullaby Wings

Listed as Sleep Sound Factory, Singing Birds, Oxling – Binaural Lullaby Wings (Soothing Sleep Songs: Binaural Birds Harmony - 78 72 Hz) · Watch on YouTube

youtube_video 2FRC3c6u7DY · row 2FRC3c6u7DY

LAION-DISCO-12M

Soothing Sparrows for Sleepy Babies

Listed as Natural Perspectives, Singing Birds, Restaurant Music Deluxe – Soothing Sparrows for Sleepy Babies (Binaural Baby Calm: Birds Singing for Soothing) · Watch on YouTube

youtube_video 3JkGUpMBuQQ · row 3JkGUpMBuQQ

LAION-DISCO-12M

Tantalizing Bird Sounds

Listed as Singing Birds – Tantalizing Bird Sounds (Bird Sounds) · Watch on YouTube

youtube_video 4jgngQKC5vg · row 4jgngQKC5vg

LAION-DISCO-12M

Under Starlit Wings Serene

Listed as Spirits Of Our Dreams, Singing Birds, Binaural Beats Research – Under Starlit Wings Serene (Sleep Under the Wings: Binaural Birds Chorus - 92 96 Hz) · Watch on YouTube

youtube_video 5uWWgqe5sl4 · row 5uWWgqe5sl4

LAION-DISCO-12M

Birdsong Cozy Day and Night To Loop for 8 Hours

Listed as Bird, Singing Birds, Bird Sounds – Birdsong Cozy Day and Night To Loop for 8 Hours (Birds Sounds) · Watch on YouTube

youtube_video 7MVHOldLufo · row 7MVHOldLufo

LAION-DISCO-12M

Sounds of Birds

Listed as Singing Birds – Sounds of Birds (Bird Sounds) · Watch on YouTube

youtube_video 7TRQGM-AYTE · row 7TRQGM-AYTE

LAION-DISCO-12M

Calming Birds Natural Sounds Loopable for the Night

Listed as Singing Birds, Bird Sounds – Calming Birds Natural Sounds Loopable for the Night (Sound of Bird Chipring Zen Livingroom) · Watch on YouTube

youtube_video 8R_l0HgHrD8 · row 8R_l0HgHrD8

LAION-DISCO-12M

Sweet Bird Sounds

Listed as Singing Birds – Sweet Bird Sounds (Bird Sounds) · Watch on YouTube

youtube_video 8yWj6lmNho8 · row 8yWj6lmNho8

LAION-DISCO-12M

Natural Bird Sounds

Listed as Singing Birds – Natural Bird Sounds (Bird Sounds) · Watch on YouTube

youtube_video 9qsjZDyj_0Q · row 9qsjZDyj_0Q

LAION-DISCO-12M

Forest Bird Sounds For Meditation Best Loopable Sound

Listed as Bird, Singing Birds – Forest Bird Sounds For Meditation Best Loopable Sound (Sound of Bird Chipring Zen Livingroom) · Watch on YouTube

youtube_video A0_HYBKPmm0 · row A0_HYBKPmm0

LAION-DISCO-12M

Cozy Bird Sounds Natural Sounds To Loop for 10 Hours

Listed as Bird, Singing Birds – Cozy Bird Sounds Natural Sounds To Loop for 10 Hours (In the Nature with Birds Relaxing Music) · Watch on YouTube

youtube_video AEzzZHD47e4 · row AEzzZHD47e4

LAION-DISCO-12M

Beautiful Bird Sounds Natural Sounds To Loop for 8 Hours

Listed as Bird Songs, Animal and Bird Songs, Singing Birds – Beautiful Bird Sounds Natural Sounds To Loop for 8 Hours (Calming Birds Relaxing Music) · Watch on YouTube

youtube_video CeIRdedxWVA · row CeIRdedxWVA

LAION-DISCO-12M

Ambient Nature Sounds Nature Sounds To Repeat for 20 Hours

Listed as Bird Sounds, Singing Birds, Bird – Ambient Nature Sounds Nature Sounds To Repeat for 20 Hours (Relaxing Sunny Day with Birds) · Watch on YouTube

youtube_video DxH_ruONIXQ · row DxH_ruONIXQ

LAION-DISCO-12M

Birdsong Cozy Day and Night To Loop for 8 Hours

Listed as Bird Sounds, Singing Birds – Birdsong Cozy Day and Night To Loop for 8 Hours (Birds Chirping) · Watch on YouTube

youtube_video E3RbOmyb_Xw · row E3RbOmyb_Xw

LAION-DISCO-12M

Cozy Bird Sounds Natural Sounds To Loop for 10 Hours

Listed as Bird Sounds, Singing Birds, Bird – Cozy Bird Sounds Natural Sounds To Loop for 10 Hours (Birds Sounds Background Sound while Working Studying and Concentration) · Watch on YouTube

youtube_video Gd6s09ky764 · row Gd6s09ky764

LAION-DISCO-12M

Dreamy Bird Sounds For Concentration To Loop for 24 Hours

Listed as Animal and Bird Songs, Singing Birds, Bird Songs – Dreamy Bird Sounds For Concentration To Loop for 24 Hours (Relaxing Bird Sounds) · Watch on YouTube

youtube_video H7AkNSa0XI8 · row H7AkNSa0XI8

LAION-DISCO-12M

Bird Sounds

Listed as Singing Birds – Bird Sounds (Bird Sounds) · Watch on YouTube

youtube_video KGoTnDPtamM · row KGoTnDPtamM

LAION-DISCO-12M

Beautiful Morning Birds

Listed as Singing Birds – Beautiful Morning Birds (Early Morning Island Birds) · Watch on YouTube

youtube_video KVJWMHiwNt4 · row KVJWMHiwNt4

LAION-DISCO-12M

Cozy Bird Sounds Natural Sounds To Loop for 10 Hours

Listed as Bird, Bird Sounds, Singing Birds – Cozy Bird Sounds Natural Sounds To Loop for 10 Hours (Relaxing Sunny Day with Birds) · Watch on YouTube

youtube_video KfUKC8chpnk · row KfUKC8chpnk

LAION-DISCO-12M

Sky's Beginning, Pt. 67

Listed as Calm Singing Birds Zone, Sonidos De Pájaros, Singing Birds – Sky's Beginning, Pt. 67 (* Sincere Aerial Tune for Gaining Peace and Confidence *) · Watch on YouTube

youtube_video MFDW9PitxrQ · row MFDW9PitxrQ

LAION-DISCO-12M

Bird Sound

Listed as Singing Birds – Bird Sound (Bird Sounds) · Watch on YouTube

youtube_video MUdpweYHtac · row MUdpweYHtac

LAION-DISCO-12M

Calming Cooing in Infant Harmony

Listed as Natural Perspectives, Singing Birds, Restaurant Music Deluxe – Calming Cooing in Infant Harmony (Binaural Baby Calm: Birds Singing for Soothing) · Watch on YouTube

youtube_video PDVce3sHrzI · row PDVce3sHrzI

LAION-DISCO-12M

Wake up, Morning Is Here

Listed as Singing Birds – Wake up, Morning Is Here (Early Morning Island Birds) · Watch on YouTube

youtube_video PM5zWF97kUA · row PM5zWF97kUA

LAION-DISCO-12M

Sky's Beginning, Pt. 78

Listed as Calm Singing Birds Zone, Sonidos De Pájaros, Singing Birds – Sky's Beginning, Pt. 78 (* Sincere Aerial Tune for Gaining Peace and Confidence *) · Watch on YouTube

youtube_video TO76WHpg-Nk · row TO76WHpg-Nk

LAION-DISCO-12M

Ambient Nature Sounds For Meditation To Help Your Baby Relax

Listed as Bird Sounds, Singing Birds, Bird – Ambient Nature Sounds For Meditation To Help Your Baby Relax (Forest Bird Sounds) · Watch on YouTube

youtube_video ULcVcVQQkQ8 · row ULcVcVQQkQ8

LAION-DISCO-12M

Sky's Beginning, Pt. 91

Listed as Calm Singing Birds Zone, Sonidos De Pájaros, Singing Birds – Sky's Beginning, Pt. 91 (* Sincere Aerial Tune for Gaining Peace and Confidence *) · Watch on YouTube

youtube_video Ur5b7BnP6qo · row Ur5b7BnP6qo

LAION-DISCO-12M

Birdsong Cozy Day and Night To Loop for 8 Hours

Listed as Singing Birds, Bird – Birdsong Cozy Day and Night To Loop for 8 Hours (Birds in the Nature Zen Livingroom) · Watch on YouTube

youtube_video VgRAGNFqdFs · row VgRAGNFqdFs

LAION-DISCO-12M

Twilight Tweets and Trills

Listed as Bird Sounds, Sound Effects Library, Singing Birds – Twilight Tweets and Trills (Harmony of Dawn: Birdsong) · Watch on YouTube

youtube_video XiGWEbxmwco · row XiGWEbxmwco

LAION-DISCO-12M

Music from Birds For Studying To Help Your Baby Relax

Listed as Singing Birds, Bird Songs, Animal and Bird Songs – Music from Birds For Studying To Help Your Baby Relax (Spring Bird Sounds Relaxing Music) · Watch on YouTube

youtube_video Y6qb0Zn9xGY · row Y6qb0Zn9xGY

LAION-DISCO-12M

Under Wings Sleep Beckons

Listed as Spirits Of Our Dreams, Singing Birds, Binaural Beats Research – Under Wings Sleep Beckons (Sleep Under the Wings: Binaural Birds Chorus - 92 96 Hz) · Watch on YouTube

youtube_video Zu4PpEXDLO0 · row Zu4PpEXDLO0

LAION-DISCO-12M

Music from Birds For Studying To Help Your Baby Relax

Listed as Bird Songs, Singing Birds, Animal and Bird Songs – Music from Birds For Studying To Help Your Baby Relax (Calming Birds Relaxing Music) · Watch on YouTube

youtube_video cCJPC1c86wg · row cCJPC1c86wg

LAION-DISCO-12M

Sky's Beginning, Pt. 59

Listed as Calm Singing Birds Zone, Sonidos De Pájaros, Singing Birds – Sky's Beginning, Pt. 59 (* Sincere Aerial Tune for Gaining Peace and Confidence *) · Watch on YouTube

youtube_video cl5rSfQ_tS0 · row cl5rSfQ_tS0

LAION-DISCO-12M

Sky's Beginning, Pt. 90

Listed as Calm Singing Birds Zone, Sonidos De Pájaros, Singing Birds – Sky's Beginning, Pt. 90 (* Sincere Aerial Tune for Gaining Peace and Confidence *) · Watch on YouTube

youtube_video creTd8dvAA8 · row creTd8dvAA8

LAION-DISCO-12M

Calming Birds Natural Sounds Loopable for the Night

Listed as Bird, Singing Birds – Calming Birds Natural Sounds Loopable for the Night (Calming Birds For Concentration) · Watch on YouTube

youtube_video d-_C3BeiGuI · row d-_C3BeiGuI

LAION-DISCO-12M

Ambient Nature Sounds Nature Sounds To Repeat for 20 Hours

Listed as Bird Sounds, Singing Birds, Bird – Ambient Nature Sounds Nature Sounds To Repeat for 20 Hours (Birds) · Watch on YouTube

youtube_video dCSV3SubC_c · row dCSV3SubC_c

LAION-DISCO-12M

Dreamy Bird Sounds For a Cozy Night For Babies and Infants

Listed as Bird Sounds, Singing Birds – Dreamy Bird Sounds For a Cozy Night For Babies and Infants (Soft Bird Sounds for Babies Deep Sleep) · Watch on YouTube

youtube_video dSoNpkI31-0 · row dSoNpkI31-0

LAION-DISCO-12M

Ambient Nature Sounds For Meditation To Help Your Baby Relax

Listed as Bird Sounds, Singing Birds – Ambient Nature Sounds For Meditation To Help Your Baby Relax (Birds Chirping) · Watch on YouTube

youtube_video fLMutyvtqbc · row fLMutyvtqbc

LAION-DISCO-12M

Cozy Bird Sounds Natural Sounds To Loop for 10 Hours

Listed as Singing Birds, Bird Sounds – Cozy Bird Sounds Natural Sounds To Loop for 10 Hours (Birds Chirping) · Watch on YouTube

youtube_video gfLLmpUKgC0 · row gfLLmpUKgC0

LAION-DISCO-12M

Unsurpassed Bird Sounds

Listed as Singing Birds – Unsurpassed Bird Sounds (Bird Sounds) · Watch on YouTube

youtube_video hxrWjdA3PxQ · row hxrWjdA3PxQ

LAION-DISCO-12M

Binaural Night Melodies

Listed as Pure Binaural Beats, b.e. Healing Frequencies, Singing Birds – Binaural Night Melodies (Celestial Chirps: Binaural Compositions for Birds - 80 88 Hz) · Watch on YouTube

youtube_video kfGUt7Wfuus · row kfGUt7Wfuus

LAION-DISCO-12M

Ambient Nature Sounds Nature Sounds For Babies and Infants

Listed as Animal and Bird Songs, Singing Birds, Bird Songs – Ambient Nature Sounds Nature Sounds For Babies and Infants (Birdsong Relaxing Music) · Watch on YouTube

youtube_video pDWYdS277lQ · row pDWYdS277lQ

LAION-DISCO-12M

Ambient Nature Sounds For Meditation To Help Your Baby Relax

Listed as Singing Birds, Bird – Ambient Nature Sounds For Meditation To Help Your Baby Relax (Relaxing Bird Songs Nature Sounds) · Watch on YouTube

youtube_video pvcg1vyUBEw · row pvcg1vyUBEw

LAION-DISCO-12M

Peaceful Peeps in Newborn Naps

Listed as Natural Perspectives, Singing Birds, Restaurant Music Deluxe – Peaceful Peeps in Newborn Naps (Binaural Baby Calm: Birds Singing for Soothing) · Watch on YouTube

youtube_video r0qGtELpX-s · row r0qGtELpX-s

LAION-DISCO-12M

Birdsong For Meditation To Loop for 24 Hours

Listed as Bird Songs, Singing Birds, Animal and Bird Songs – Birdsong For Meditation To Loop for 24 Hours (Music from Birds Relax and Rest) · Watch on YouTube

youtube_video srszzVRrPwY · row srszzVRrPwY

LAION-DISCO-12M

Singing Bird Sounds

Listed as Singing Birds – Singing Bird Sounds (Bird Sounds) · Watch on YouTube

youtube_video ug0HB3D2FdM · row ug0HB3D2FdM

LAION-DISCO-12M

Sky's Beginning, Pt. 83

Listed as Calm Singing Birds Zone, Sonidos De Pájaros, Singing Birds – Sky's Beginning, Pt. 83 (* Sincere Aerial Tune for Gaining Peace and Confidence *) · Watch on YouTube

youtube_video y1lvfVoj0hk · row y1lvfVoj0hk

LAION-DISCO-12M

Sky's Beginning, Pt. 71

Listed as Calm Singing Birds Zone, Sonidos De Pájaros, Singing Birds – Sky's Beginning, Pt. 71 (* Sincere Aerial Tune for Gaining Peace and Confidence *) · Watch on YouTube

youtube_video ykpel1KpUfA · row ykpel1KpUfA

LAION-DISCO-12M

Ambient Nature Sounds For Studying For Babies and Infants

Listed as Singing Birds, Bird Sounds – Ambient Nature Sounds For Studying For Babies and Infants (Sound of Bird Chipring Zen Livingroom) · Watch on YouTube

youtube_video zIXPsjaxs5w · row zIXPsjaxs5w

LAION-DISCO-12M

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.