Yes. Collective Soul has 145 songs listed in a dataset used to train AI music models.

Used for training 145

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 Letter From E, The World I Know (Live), Sister And Mary

Listed under the artist name 145 songs in LAION-DISCO-12M

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

Letter From E

Listed as Collective Soul – Letter From E (Here To Eternity) · Watch on YouTube

youtube_video 0YwKwGQF5bo · row 0YwKwGQF5bo

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The World I Know (Live)

Listed as Collective Soul – The World I Know (Live) (Live) · Watch on YouTube

youtube_video 0mmCeRHFzjs · row 0mmCeRHFzjs

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Sister And Mary

Listed as Collective Soul – Sister And Mary (Here To Eternity) · Watch on YouTube

youtube_video 36Gr_fdbwmY · row 36Gr_fdbwmY

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What I Can Give You

Listed as Collective Soul – What I Can Give You (Afterwords) · Watch on YouTube

youtube_video 36oYIAOyqZI · row 36oYIAOyqZI

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She Said (Live)

Listed as Collective Soul – She Said (Live) (Home (Live)) · Watch on YouTube

youtube_video 3oPQS9xYiv4 · row 3oPQS9xYiv4

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Feels Like (It Feels Alright)

Listed as Collective Soul – Feels Like (It Feels Alright) (Youth) · Watch on YouTube

youtube_video 9k-jZJpeRsM · row 9k-jZJpeRsM

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Now's the Time

Listed as Collective Soul – Now's the Time (Blood) · Watch on YouTube

youtube_video AAUPxP-dHXc · row AAUPxP-dHXc

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General Attitude

Listed as Collective Soul – General Attitude (Youth) · Watch on YouTube

youtube_video AV5llMUMtq0 · row AV5llMUMtq0

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Vent

Listed as Collective Soul – Vent (Blender) · Watch on YouTube

youtube_video AtCBKMPLQRw · row AtCBKMPLQRw

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That's All Right

Listed as Collective Soul – That's All Right (Collective Soul (Expanded Edition)) · Watch on YouTube

youtube_video BB0TY9HQsu4 · row BB0TY9HQsu4

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Gel

Listed as Collective Soul – Gel (Live At The Print Shop) · Watch on YouTube

youtube_video BDvTm1pr_vE · row BDvTm1pr_vE

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Just Looking Around

Listed as Collective Soul – Just Looking Around (Vibrating) · Watch on YouTube

youtube_video FXOqUays9yI · row FXOqUays9yI

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Home

Listed as Collective Soul – Home (Youth) · Watch on YouTube

youtube_video GYv9FOMQbc0 · row GYv9FOMQbc0

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Turn Around

Listed as Collective Soul – Turn Around (Blender) · Watch on YouTube

youtube_video JCPZQAkV6MY · row JCPZQAkV6MY

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Take

Listed as Collective Soul – Take (Vibrating) · Watch on YouTube

youtube_video JZZsbpd51gI · row JZZsbpd51gI

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New Vibration

Listed as Collective Soul – New Vibration (Afterwords) · Watch on YouTube

youtube_video KKZTeskjzkU · row KKZTeskjzkU

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Porch Swing

Listed as Collective Soul – Porch Swing (Blood) · Watch on YouTube

youtube_video LNgZPq5WBEE · row LNgZPq5WBEE

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Good Morning After All

Listed as Collective Soul – Good Morning After All (Afterwords) · Watch on YouTube

youtube_video MhQ3jRInt0s · row MhQ3jRInt0s

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La Dee Da

Listed as Collective Soul – La Dee Da (Here To Eternity) · Watch on YouTube

youtube_video P2jexqL3lH8 · row P2jexqL3lH8

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Reason

Listed as Collective Soul – Reason (Vibrating) · Watch on YouTube

youtube_video PBNrkD0Q9dA · row PBNrkD0Q9dA

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Heavy (Live)

Listed as Collective Soul – Heavy (Live) (Live) · Watch on YouTube

youtube_video Q8sGuM3NBL0 · row Q8sGuM3NBL0

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Gel (Live)

Listed as Collective Soul – Gel (Live) (Home (Live)) · Watch on YouTube

youtube_video SYCSKGOq6Nc · row SYCSKGOq6Nc

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Bob Dylan (Where Are You Today)

Listed as Collective Soul – Bob Dylan (Where Are You Today) (Here To Eternity) · Watch on YouTube

youtube_video V3BaIsOo0uU · row V3BaIsOo0uU

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Over Me

Listed as Collective Soul – Over Me (Blood) · Watch on YouTube

youtube_video Z0WH6I_GNb8 · row Z0WH6I_GNb8

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Scream

Listed as Collective Soul – Scream (Hints, Allegations & Things Left Unsaid) · Watch on YouTube

youtube_video asQOj8R7xrs · row asQOj8R7xrs

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Boast

Listed as Collective Soul – Boast (Blender) · Watch on YouTube

youtube_video b7IsukvroY0 · row b7IsukvroY0

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Precious Declaration

Listed as Collective Soul – Precious Declaration (Live At The Print Shop) · Watch on YouTube

youtube_video bNuysBFBNwE · row bNuysBFBNwE

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A Conversation With

Listed as Collective Soul – A Conversation With (Vibrating) · Watch on YouTube

youtube_video cv1kTGueoGA · row cv1kTGueoGA

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Back Again

Listed as Collective Soul – Back Again (Half & Half) · Watch on YouTube

youtube_video dLCL1EOJGb4 · row dLCL1EOJGb4

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Dig

Listed as Collective Soul – Dig (Collective Soul (Bonus Track Version)) · Watch on YouTube

youtube_video dwT0KQd5rPE · row dwT0KQd5rPE

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Matter Of Fact

Listed as Collective Soul – Matter Of Fact (Here To Eternity) · Watch on YouTube

youtube_video hvLpYO0dX3o · row hvLpYO0dX3o

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Observation of Thoughts

Listed as Collective Soul – Observation of Thoughts (Blood) · Watch on YouTube

youtube_video j1ZgiC91OPI · row j1ZgiC91OPI

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Ten Years Later

Listed as Collective Soul – Ten Years Later (Blender) · Watch on YouTube

youtube_video j5D3_VMO9sI · row j5D3_VMO9sI

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Never Here Alone

Listed as Collective Soul – Never Here Alone (Afterwords) · Watch on YouTube

youtube_video kD3S1HoKnR0 · row kD3S1HoKnR0

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No Man's Land

Listed as Collective Soul – No Man's Land (Here To Eternity) · Watch on YouTube

youtube_video m3m1k17Hj5s · row m3m1k17Hj5s

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Heavy (Live)

Listed as Collective Soul – Heavy (Live) (Home (Live)) · Watch on YouTube

youtube_video mYuj4rFrh6Y · row mYuj4rFrh6Y

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Crowded Head

Listed as Collective Soul – Crowded Head (Disciplined Breakdown) · Watch on YouTube

youtube_video niPr8BVomM8 · row niPr8BVomM8

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Heavy

Listed as Collective Soul – Heavy (Live At The Print Shop) · Watch on YouTube

youtube_video njhaNt_VjqU · row njhaNt_VjqU

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Everything

Listed as Collective Soul – Everything (Disciplined Breakdown) · Watch on YouTube

youtube_video onaewoVV0So · row onaewoVV0So

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Rule No. 1

Listed as Collective Soul – Rule No. 1 (Vibrating) · Watch on YouTube

youtube_video pak-932YsS4 · row pak-932YsS4

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Crown (Live)

Listed as Collective Soul – Crown (Live) (Home (Live)) · Watch on YouTube

youtube_video qT7x1m0F56k · row qT7x1m0F56k

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This

Listed as Collective Soul – This (See What You Started By Continuing) · Watch on YouTube

youtube_video t5uiqUsahag · row t5uiqUsahag

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You Speak My Language

Listed as Collective Soul – You Speak My Language (Blender) · Watch on YouTube

youtube_video wxvmG1M5FmU · row wxvmG1M5FmU

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Where The River Flows (Live At The Thunderdome / 1995)

Listed as Collective Soul – Where The River Flows (Live At The Thunderdome / 1995) (Collective Soul (Expanded Edition)) · Watch on YouTube

youtube_video xL_nQ0gf-P0 · row xL_nQ0gf-P0

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Contagious

Listed as Collective Soul – Contagious (See What You Started By Continuing) · Watch on YouTube

youtube_video yhwl4w8rWLc · row yhwl4w8rWLc

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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.