Yes. Trapt has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 Changing Hands, Tell Me How You Really Feel (Acoustic), Waiting (Acoustic)

Listed under the artist name 149 songs in LAION-DISCO-12M

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

Changing Hands

Listed as Trapt – Changing Hands (DNA) · Watch on YouTube

youtube_video -DibFW-HVBE · row -DibFW-HVBE

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Tell Me How You Really Feel (Acoustic)

Listed as Trapt – Tell Me How You Really Feel (Acoustic) (Shadow Work (Deluxe)) · Watch on YouTube

youtube_video 03lkOaIRMM4 · row 03lkOaIRMM4

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Waiting (Acoustic)

Listed as Trapt – Waiting (Acoustic) (The Acoustic Collection) · Watch on YouTube

youtube_video 0EOK8_Jnn-4 · row 0EOK8_Jnn-4

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Echo (Acoustic Version)

Listed as Trapt – Echo (Acoustic Version) (Headstrong) · Watch on YouTube

youtube_video 0QVV4viYqF8 · row 0QVV4viYqF8

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Echo (Acoustic)

Listed as Trapt – Echo (Acoustic) (The Acoustic Collection) · Watch on YouTube

youtube_video 4LS1-GF_hPs · row 4LS1-GF_hPs

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Hollow Man

Listed as Trapt – Hollow Man (Live) · Watch on YouTube

youtube_video 4NyCF1Ptoak · row 4NyCF1Ptoak

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Fire (Acoustic)

Listed as Trapt – Fire (Acoustic) (Shadow Work (Deluxe)) · Watch on YouTube

youtube_video 8JTXnC0ckF8 · row 8JTXnC0ckF8

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Hold and Be Held

Listed as Trapt – Hold and Be Held (Shadow Work (Deluxe)) · Watch on YouTube

youtube_video 8bai9GhWHMw · row 8bai9GhWHMw

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Everything to Lose (Live)

Listed as Trapt – Everything to Lose (Live) (Headstrong) · Watch on YouTube

youtube_video 9_ly0rdmdGY · row 9_ly0rdmdGY

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Trying Too Hard

Listed as Trapt – Trying Too Hard (Shadow Work (Deluxe)) · Watch on YouTube

youtube_video 9xTzdPiFD18 · row 9xTzdPiFD18

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Love Hate Relationship (Acoustic)

Listed as Trapt – Love Hate Relationship (Acoustic) (Reborn (Deluxe)) · Watch on YouTube

youtube_video BH8lPnJL7NE · row BH8lPnJL7NE

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Headstrong (Alexis K. Remix)

Listed as Trapt – Headstrong (Alexis K. Remix) (Dubstep 100) · Watch on YouTube

youtube_video BzHpc0qOJvI · row BzHpc0qOJvI

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Getting Even

Listed as Trapt – Getting Even (DNA) · Watch on YouTube

youtube_video D1CNYMUzKMo · row D1CNYMUzKMo

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Experience (Acoustic)

Listed as Trapt – Experience (Acoustic) (Reborn (Deluxe)) · Watch on YouTube

youtube_video DUKuswAp1JM · row DUKuswAp1JM

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Unforgiven

Listed as Trapt – Unforgiven (DNA) · Watch on YouTube

youtube_video Db0X_x24hLA · row Db0X_x24hLA

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Intro

Listed as Trapt – Intro (DNA) · Watch on YouTube

youtube_video DoGhY7sKZ-E · row DoGhY7sKZ-E

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Black Rose (Acoustic)

Listed as Trapt – Black Rose (Acoustic) (The Acoustic Collection) · Watch on YouTube

youtube_video E1O9DAd0-xM · row E1O9DAd0-xM

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Turn Me Around Again (Acoustic)

Listed as Trapt – Turn Me Around Again (Acoustic) (Shadow Work (Deluxe)) · Watch on YouTube

youtube_video EPtWzeM6rJA · row EPtWzeM6rJA

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Human (Like The Rest Of Us) (Acoustic)

Listed as Trapt – Human (Like The Rest Of Us) (Acoustic) (DNA) · Watch on YouTube

youtube_video GCH3-BIY6U0 · row GCH3-BIY6U0

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Bring It (Acoustic)

Listed as Trapt – Bring It (Acoustic) (Reborn (Deluxe)) · Watch on YouTube

youtube_video Gd3ZWrIfw-s · row Gd3ZWrIfw-s

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Storyteller

Listed as Trapt – Storyteller (No Apologies) · Watch on YouTube

youtube_video KKMbZd9CAYE · row KKMbZd9CAYE

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Lost Realist (Acoustic)

Listed as Trapt – Lost Realist (Acoustic) (The Acoustic Collection) · Watch on YouTube

youtube_video MEtS0o_pKok · row MEtS0o_pKok

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Avelyn (Acoustic)

Listed as Trapt – Avelyn (Acoustic) (Reborn (Deluxe)) · Watch on YouTube

youtube_video NFQTcplcLR4 · row NFQTcplcLR4

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These Walls (Acoustic)

Listed as Trapt – These Walls (Acoustic) (The Acoustic Collection) · Watch on YouTube

youtube_video OFaOXNQxhdM · row OFaOXNQxhdM

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Who's Going Home With You Tonight (Acoustic)

Listed as Trapt – Who's Going Home With You Tonight (Acoustic) (The Acoustic Collection) · Watch on YouTube

youtube_video Ohcfs6Lt_u0 · row Ohcfs6Lt_u0

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Headstrong (Live)

Listed as Trapt – Headstrong (Live) (Live) · Watch on YouTube

youtube_video Ov5xhSFS7XQ · row Ov5xhSFS7XQ

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When All Is Said and Done (Re-Recorded)

Listed as Trapt – When All Is Said and Done (Re-Recorded) (Headstrong) · Watch on YouTube

youtube_video P6lGCo7jIL8 · row P6lGCo7jIL8

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The Game (Re-Recorded)

Listed as Trapt – The Game (Re-Recorded) (Headstrong) · Watch on YouTube

youtube_video P9T1fUfWHDw · row P9T1fUfWHDw

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Made of Glass (Acoustic)

Listed as Trapt – Made of Glass (Acoustic) (The Acoustic Collection) · Watch on YouTube

youtube_video PbFc2P_xcwM · row PbFc2P_xcwM

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Too Close (Acoustic)

Listed as Trapt – Too Close (Acoustic) (Reborn (Deluxe)) · Watch on YouTube

youtube_video Pf-1ejwI9Mw · row Pf-1ejwI9Mw

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Too Close (Acoustic)

Listed as Trapt – Too Close (Acoustic) (The Acoustic Collection) · Watch on YouTube

youtube_video PpPcF-bnDyw · row PpPcF-bnDyw

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Let Me Down Slowly

Listed as Trapt – Let Me Down Slowly (Shadow Work (Deluxe)) · Watch on YouTube

youtube_video S6t9RT03D9U · row S6t9RT03D9U

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Skin Deep

Listed as Trapt – Skin Deep (Live) · Watch on YouTube

youtube_video TIG6qQ5YH0s · row TIG6qQ5YH0s

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Castaway (Acoustic)

Listed as Trapt – Castaway (Acoustic) (DNA) · Watch on YouTube

youtube_video TzYRxTtbB5Y · row TzYRxTtbB5Y

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Too Little Too Late

Listed as Trapt – Too Little Too Late (Shadow Work (Deluxe)) · Watch on YouTube

youtube_video WndspzFdYms · row WndspzFdYms

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Anchor

Listed as Trapt – Anchor (DNA) · Watch on YouTube

youtube_video agLf8uBXI_Y · row agLf8uBXI_Y

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Living In The Eye Of The Storm (Acoustic)

Listed as Trapt – Living In The Eye Of The Storm (Acoustic) (Reborn (Deluxe)) · Watch on YouTube

youtube_video cAKwlm7EiN8 · row cAKwlm7EiN8

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Promise

Listed as Trapt – Promise (Made of Glass (Live)) · Watch on YouTube

youtube_video cbdfIU8ht2s · row cbdfIU8ht2s

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Contagious (Acoustic)

Listed as Trapt – Contagious (Acoustic) (The Acoustic Collection) · Watch on YouTube

youtube_video dqa2We3ZAoQ · row dqa2We3ZAoQ

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These Walls (Re-Recorded)

Listed as Trapt – These Walls (Re-Recorded) (Headstrong) · Watch on YouTube

youtube_video ihj4O3S1DKw · row ihj4O3S1DKw

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Make It Out Alive (Acoustic)

Listed as Trapt – Make It Out Alive (Acoustic) (Shadow Work (Deluxe)) · Watch on YouTube

youtube_video lfpfXeApdWU · row lfpfXeApdWU

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Still Frame

Listed as Trapt – Still Frame (Live) · Watch on YouTube

youtube_video prghvuPmQc0 · row prghvuPmQc0

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Headstrong (Acoustic)

Listed as Trapt – Headstrong (Acoustic) (The Acoustic Collection) · Watch on YouTube

youtube_video r2cccBDFO3A · row r2cccBDFO3A

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Castaway

Listed as Trapt – Castaway (DNA) · Watch on YouTube

youtube_video rMSTa1oxMxw · row rMSTa1oxMxw

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When It Rains

Listed as Trapt – When It Rains (Reborn (Deluxe)) · Watch on YouTube

youtube_video t_N1p6VCNvc · row t_N1p6VCNvc

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Fallen Angel

Listed as Trapt – Fallen Angel (DNA) · Watch on YouTube

youtube_video tqwVBeDpZgs · row tqwVBeDpZgs

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Far Enough Away (Acoustic)

Listed as Trapt – Far Enough Away (Acoustic) (Shadow Work (Deluxe)) · Watch on YouTube

youtube_video upYApmZFz5g · row upYApmZFz5g

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Disconnected

Listed as Trapt – Disconnected (Live) · Watch on YouTube

youtube_video xSJDFBcFLj8 · row xSJDFBcFLj8

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Tangled Up In You (Acoustic)

Listed as Trapt – Tangled Up In You (Acoustic) (DNA) · Watch on YouTube

youtube_video yK5dV5yMX2U · row yK5dV5yMX2U

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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.