YouTrained

Artist Dream Frequency on YouTube Music

Yes. Dream Frequency has 144 songs listed in a dataset used to train AI music models.

Used for training 144

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 Calming & Peaceful, Distant Road Noise, Far Winds

Listed under the artist name 144 songs in LAION-DISCO-12M

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

Calming & Peaceful

Listed as Dream Frequency – Calming & Peaceful (Calming & Peaceful) · Watch on YouTube

youtube_video -KJ7PMJX3Bk · row -KJ7PMJX3Bk

LAION-DISCO-12M

Distant Road Noise

Listed as Dream Frequency – Distant Road Noise (Colored Noise for Sleep) · Watch on YouTube

youtube_video -bbZpZ7_qUY · row -bbZpZ7_qUY

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Far Winds

Listed as Dream Frequency – Far Winds (Stormy Night) · Watch on YouTube

youtube_video 1-bOIzd9iOk · row 1-bOIzd9iOk

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Oceanside Jungle

Listed as Dream Frequency – Oceanside Jungle (Organic 8D - White Noise Nature Sounds for Sleep and Relaxation) · Watch on YouTube

youtube_video 1KXuKoLsbhc · row 1KXuKoLsbhc

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Organ Noise (Loopable)

Listed as Dream Frequency – Organ Noise (Loopable) (Loopable Deep Sleep Organic White Noise) · Watch on YouTube

youtube_video 1ux7XLmPTyk · row 1ux7XLmPTyk

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Night Storm

Listed as Dream Frequency – Night Storm (Stormy Night) · Watch on YouTube

youtube_video 20kOY4g71dk · row 20kOY4g71dk

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Crackling Campfire

Listed as Dream Frequency – Crackling Campfire (White Noise Nature Sounds for Sleep, Meditation, and Relaxation) · Watch on YouTube

youtube_video 6OoRHt38UUI · row 6OoRHt38UUI

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Forest Downfall

Listed as Dream Frequency – Forest Downfall (Cozy Night Rain White Noise Sounds for Sleep) · Watch on YouTube

youtube_video 6zheR7nSVac · row 6zheR7nSVac

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Soothe

Listed as Dream Frequency – Soothe (Slumberland - Atmosphere White Noise Tones for Deep Sleep) · Watch on YouTube

youtube_video 7YrigcOaLuM · row 7YrigcOaLuM

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Summer Night

Listed as Dream Frequency – Summer Night (White Noise Nature Sounds for Sleep, Meditation, and Relaxation) · Watch on YouTube

youtube_video 7b-eHF2MSyU · row 7b-eHF2MSyU

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Q 2021 (Jay Roberts Remix)

Listed as K69, Dream Frequency – Q 2021 (Jay Roberts Remix) (Sublime-The Essential Collection) · Watch on YouTube

youtube_video 8V8aNjcQJwY · row 8V8aNjcQJwY

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Neighborhood Rainfall

Listed as Dream Frequency – Neighborhood Rainfall (Cozy Night Rain White Noise Sounds for Sleep) · Watch on YouTube

youtube_video LC6l8JPM3J4 · row LC6l8JPM3J4

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Pure White Noise (Loopable)

Listed as Dream Frequency – Pure White Noise (Loopable) (Loopable Deep Sleep Organic White Noise) · Watch on YouTube

youtube_video LdOLhEzTwBM · row LdOLhEzTwBM

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Ocean Thunder

Listed as Dream Frequency – Ocean Thunder (Stormy Night) · Watch on YouTube

youtube_video NnlLQ34cUdk · row NnlLQ34cUdk

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Peace in the Wind

Listed as Dream Frequency – Peace in the Wind (Calming & Peaceful) · Watch on YouTube

youtube_video NoOXR57ZkF4 · row NoOXR57ZkF4

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Vacuum Cleaner Noise

Listed as Dream Frequency – Vacuum Cleaner Noise (Colored Noise for Sleep) · Watch on YouTube

youtube_video O3ggdRTFLOc · row O3ggdRTFLOc

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Distant Downpour

Listed as Dream Frequency – Distant Downpour (Stormy Night) · Watch on YouTube

youtube_video PJA6EswD5rs · row PJA6EswD5rs

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Woodland Forest

Listed as Dream Frequency – Woodland Forest (White Noise Nature Sounds for Sleep, Meditation, and Relaxation) · Watch on YouTube

youtube_video TZiHM655QUE · row TZiHM655QUE

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Filtered Brown Noise

Listed as Dream Frequency – Filtered Brown Noise (Colored Noise for Sleep) · Watch on YouTube

youtube_video U5U_L0qmKGc · row U5U_L0qmKGc

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All It Takes (Extended Mix)

Listed as Dream Frequency – All It Takes (Extended Mix) (30) · Watch on YouTube

youtube_video VG5A81fw16A · row VG5A81fw16A

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Beachfront Storm

Listed as Dream Frequency – Beachfront Storm (Stormy Night) · Watch on YouTube

youtube_video Wh0e60CIU-M · row Wh0e60CIU-M

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Shush Noise (Loopable)

Listed as Dream Frequency – Shush Noise (Loopable) (Loopable Deep Sleep Organic White Noise) · Watch on YouTube

youtube_video X36htywZBG8 · row X36htywZBG8

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Babbling Brook

Listed as Dream Frequency – Babbling Brook (White Noise Nature Sounds for Sleep, Meditation, and Relaxation) · Watch on YouTube

youtube_video YRjrgykavxI · row YRjrgykavxI

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Crackling Rain

Listed as Dream Frequency – Crackling Rain (Organic 8D - White Noise Nature Sounds for Sleep and Relaxation) · Watch on YouTube

youtube_video ZE5XHkEJDVA · row ZE5XHkEJDVA

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Downpour

Listed as Dream Frequency – Downpour (White Noise Nature Sounds for Sleep, Meditation, and Relaxation) · Watch on YouTube

youtube_video ZSKzRtjiGT8 · row ZSKzRtjiGT8

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Roller Coasting (Radio Mix) (feat. Sherie Hartill & Skilf)

Listed as Dream Frequency – Roller Coasting (Radio Mix) (feat. Sherie Hartill & Skilf) (30) · Watch on YouTube

youtube_video aH9HhzoPqX4 · row aH9HhzoPqX4

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Party Non Stop (Radio Mix)

Listed as Dream Frequency – Party Non Stop (Radio Mix) (30) · Watch on YouTube

youtube_video azGfN7L38ZE · row azGfN7L38ZE

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Microkorg Noise (Loopable)

Listed as Dream Frequency – Microkorg Noise (Loopable) (Loopable Deep Sleep Organic White Noise) · Watch on YouTube

youtube_video b-7sUKXFBsU · row b-7sUKXFBsU

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High A/C Hum (Loopable)

Listed as Dream Frequency – High A/C Hum (Loopable) (Loopable Deep Sleep Organic White Noise) · Watch on YouTube

youtube_video btHJAZ-pjpE · row btHJAZ-pjpE

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Frozen Rain

Listed as Dream Frequency – Frozen Rain (Organic 8D - White Noise Nature Sounds for Sleep and Relaxation) · Watch on YouTube

youtube_video eFPSZxO0gsg · row eFPSZxO0gsg

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Summer Sands

Listed as Dream Frequency – Summer Sands (Calming & Peaceful) · Watch on YouTube

youtube_video ehUdF3eCORI · row ehUdF3eCORI

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Crickets at Night

Listed as Dream Frequency – Crickets at Night (White Noise Nature Sounds for Sleep, Meditation, and Relaxation) · Watch on YouTube

youtube_video fHr3ew9XcG0 · row fHr3ew9XcG0

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Beach Shore Sea Shore

Listed as Dream Frequency – Beach Shore Sea Shore (Calming & Peaceful) · Watch on YouTube

youtube_video h6zbbgClfYc · row h6zbbgClfYc

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639hz - Heals Relationships (Loopable With No Fade)

Listed as Dream Frequency – 639hz - Heals Relationships (Loopable With No Fade) (Soundbath Meditation Healing Binaural Frequencies) · Watch on YouTube

youtube_video hCjrTD6-OlY · row hCjrTD6-OlY

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Light Morning Rain

Listed as Dream Frequency – Light Morning Rain (White Noise Nature Sounds for Sleep, Meditation, and Relaxation) · Watch on YouTube

youtube_video i7q_8Zk3wRc · row i7q_8Zk3wRc

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Pure Bliss White Noise

Listed as Dream Frequency – Pure Bliss White Noise (Colored Noise for Sleep) · Watch on YouTube

youtube_video io2m0iiCOY8 · row io2m0iiCOY8

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SID Noise (Loopable)

Listed as Dream Frequency – SID Noise (Loopable) (Loopable Deep Sleep Organic White Noise) · Watch on YouTube

youtube_video jjWLRU0bg5k · row jjWLRU0bg5k

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Midwest Thunderstorm

Listed as Dream Frequency – Midwest Thunderstorm (Organic 8D - White Noise Nature Sounds for Sleep and Relaxation) · Watch on YouTube

youtube_video mREcQeVoisY · row mREcQeVoisY

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Surfing in the Wind

Listed as Dream Frequency – Surfing in the Wind (Calming & Peaceful) · Watch on YouTube

youtube_video nHnXaKnkLvs · row nHnXaKnkLvs

LAION-DISCO-12M

Juno 60 Noise (Loopable)

Listed as Dream Frequency – Juno 60 Noise (Loopable) (Loopable Deep Sleep Organic White Noise) · Watch on YouTube

youtube_video nMXdNtKVpWk · row nMXdNtKVpWk

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Decompress

Listed as Dream Frequency – Decompress (Slumberland - Atmosphere White Noise Tones for Deep Sleep) · Watch on YouTube

youtube_video nYNVYeBJUHA · row nYNVYeBJUHA

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Inner Peace

Listed as Dream Frequency – Inner Peace (Slumberland - Atmosphere White Noise Tones for Deep Sleep) · Watch on YouTube

youtube_video o5QuOZLHQQg · row o5QuOZLHQQg

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Cool AC Noise

Listed as Dream Frequency – Cool AC Noise (Colored Noise for Sleep) · Watch on YouTube

youtube_video pAYgn5YHm5I · row pAYgn5YHm5I

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Rainy Night

Listed as Dream Frequency – Rainy Night (White Noise Nature Sounds for Sleep, Meditation, and Relaxation) · Watch on YouTube

youtube_video r1E7841e8Ms · row r1E7841e8Ms

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Summer Night Shower

Listed as Dream Frequency – Summer Night Shower (Organic 8D - White Noise Nature Sounds for Sleep and Relaxation) · Watch on YouTube

youtube_video rM2HGeMMtmA · row rM2HGeMMtmA

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Unwind

Listed as Dream Frequency – Unwind (Slumberland - Atmosphere White Noise Tones for Deep Sleep) · Watch on YouTube

youtube_video rc8I0eMDD_0 · row rc8I0eMDD_0

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Rejuvenation

Listed as Dream Frequency – Rejuvenation (Slumberland - Atmosphere White Noise Tones for Deep Sleep) · Watch on YouTube

youtube_video x7rNLArcAPA · row x7rNLArcAPA

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Chill Out

Listed as Dream Frequency – Chill Out (Slumberland - Atmosphere White Noise Tones for Deep Sleep) · Watch on YouTube

youtube_video xm0ZeGR8sMg · row xm0ZeGR8sMg

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Waiting (Radio Mix) (feat. Sherie Hartill)

Listed as Dream Frequency – Waiting (Radio Mix) (feat. Sherie Hartill) (30) · Watch on YouTube

youtube_video yYQZXx_r1M0 · row yYQZXx_r1M0

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Tin Roof Rainfall

Listed as Dream Frequency – Tin Roof Rainfall (Cozy Night Rain White Noise Sounds for Sleep) · Watch on YouTube

youtube_video zPafWc4rYsI · row zPafWc4rYsI

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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.

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