Pith. sign in

Paper Citation Record · LEDGER

Finding the noise: Zero-shot AI Music Detection

As of 9 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation for arXiv:2607.25530.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.25530 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T02:12:19.819862Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T02:12:19.623695Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

61 of 61 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved61
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3980b85a-ff06-40e9-b04e-94e54d1b7b90 · outbound

This paper cites fair use.

Finding the noise: Zero-shot AI Music Detection fair use

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.619140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.619140Z digest=sha256:57a3848d594746fcd0a1d6400a185c93c11d2f3b8e8e574270921eb613492685

Observation 7d898e6e-5f1d-490d-9dc9-d45d4bd742e6 · outbound

This paper cites Finding the noise: Zero-shot AI Music Detection.

Finding the noise: Zero-shot AI Music Detection Finding the noise: Zero-shot AI Music Detection

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.623695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.623695Z digest=sha256:05de9c445d936d87e3ab49023bc9226a2c3ebd0edfb56a3caaeedfe956b5e49a

Observation f78edd12-0793-4c3d-86bf-b72d6c435e6b · outbound

This paper cites checkerboard artifacts.

Finding the noise: Zero-shot AI Music Detection checkerboard artifacts

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.627689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.627689Z digest=sha256:38789bf0a6b9c8bd194d8219e22aa9aad55b39c6341e92d980da8c004bdc874d

Observation 1767b066-c622-48c2-8681-b5f256bdd64b · outbound

This paper cites We only want an atom to be learned if a sufficient collection of fakeprints follow a given pattern.

Finding the noise: Zero-shot AI Music Detection We only want an atom to be learned if a sufficient collection of fakeprints follow a given pattern

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.631384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.631384Z digest=sha256:eb5eac9e978f2fa4fb84c75f688549b434c97f7ff8854814d071568d90f573b7

Observation e3a364d2-b262-45db-ab76-8d74b4ca07c6 · outbound

This paper cites Encodec, DAC, Musica, GrifMel.

Finding the noise: Zero-shot AI Music Detection Encodec, DAC, Musica, GrifMel

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.635430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.635430Z digest=sha256:16e92789290f8cd6601af2b5244f62cbe53592c93efebb3f08b58987384939a6

Observation 43c89ac3-3edf-493a-8da0-d71b0c7d9cea · outbound

This paper cites an unresolved cited work.

Finding the noise: Zero-shot AI Music Detection Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.639634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.639634Z digest=sha256:9815fb898f8c6d5ac78769dbcbca2b399955a7f49fe641ccd1ac2c3a54f05f26

Observation 370ffce4-b5a1-4d2e-aab2-c8ad7770e626 · outbound

This paper cites Deezer deploys cutting-edge AI detection tool for music streaming,.

Finding the noise: Zero-shot AI Music Detection Deezer deploys cutting-edge AI detection tool for music streaming,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.643154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.643154Z digest=sha256:65fb13a3157624aa45b77d82c57df31900beb9763cb134e671dbe7297b39ccdf

Observation 2b65ed17-2f04-4828-901a-0b0082e5c743 · outbound

This paper cites Deezer deploys cutting-edge AI detection tool for music streaming,.

Finding the noise: Zero-shot AI Music Detection Deezer deploys cutting-edge AI detection tool for music streaming,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.646450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.646450Z digest=sha256:fcba589d72b6e85346db20058644644275af4ca16d7574af6a9357a668089a2c

Observation 6e62ba6f-d145-409d-83b4-cbfa8a13db68 · outbound

This paper cites AI Art and its Impact on Artists,.

Finding the noise: Zero-shot AI Music Detection AI Art and its Impact on Artists,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.649863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.649863Z digest=sha256:41aefc2705d6b5d64a00159d6ddd938780aedff01a5b046f9d3b08597ee189b1

Observation 4974d5f6-c741-4d4b-8f28-fee62b82a0be · outbound

This paper cites AI Art is Theft: Labour, Extraction, and Exploitation: Or, On the Dangers of Stochastic Pol- locks,.

Finding the noise: Zero-shot AI Music Detection AI Art is Theft: Labour, Extraction, and Exploitation: Or, On the Dangers of Stochastic Pol- locks,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.653038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.653038Z digest=sha256:daec052d7f5d81ff161da01e2281a819d1f8e8627a2a8866545c3fc59b371e32

Observation 6411af7a-1bc6-44a8-b83d-0b0fd5a0f009 · outbound

This paper cites Exploring the Use of Abusive Generative AI Models on Civitai,.

Finding the noise: Zero-shot AI Music Detection Exploring the Use of Abusive Generative AI Models on Civitai,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.656387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.656387Z digest=sha256:d2f3d10d2410b929b885d643627706a199ff261edc85d8d2ddc8991295a23688

Observation 21f0052d-59d7-42c2-8bd7-bfc891e879d2 · outbound

This paper cites Deezer confirms demonetization of up to 85% of AI-music streams due to fraud and moves to sell AI- detection Technology,.

Finding the noise: Zero-shot AI Music Detection Deezer confirms demonetization of up to 85% of AI-music streams due to fraud and moves to sell AI- detection Technology,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.659532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.659532Z digest=sha256:ca955fa0840efc17e3f16a8cc9f504a89dce27b8c53ee2f3d677d41e0e018382

Observation 6c81ca5d-e686-4886-ab5e-330313bc0308 · outbound

This paper cites EU AI Act,.

Finding the noise: Zero-shot AI Music Detection EU AI Act,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.663051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.663051Z digest=sha256:ee521017a5d3f6944f7d79a072b3f9ac943d37178b76f42489a0537c82da292b

Observation 707703ef-a3b2-4f68-9981-515148ec9c41 · outbound

This paper cites Comparing apples to oranges: A taxonomy for nav- igating the global landscape of AI regulation,.

Finding the noise: Zero-shot AI Music Detection Comparing apples to oranges: A taxonomy for nav- igating the global landscape of AI regulation,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.666626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.666626Z digest=sha256:f73c3cc739910b824090d811ff98da066c595746f4787a6d690739d22cc9f452

Observation dcd1daf4-6214-43fd-bed7-fa5f5f3ac3a3 · outbound

This paper cites Provocations from the Humanities for Generative AI Research,.

Finding the noise: Zero-shot AI Music Detection Provocations from the Humanities for Generative AI Research,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.669841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.669841Z digest=sha256:13d706979a5bd9d06aeccb1ba9ea8642f81cd772642c56785fff62b1ce734ada

Observation f503dd2f-af5e-423d-8be2-9d4b7fc584d5 · outbound

This paper cites Pelly,Mood Machine: The Rise of Spotify and the Costs of the Perfect Playlist.

Finding the noise: Zero-shot AI Music Detection Pelly,Mood Machine: The Rise of Spotify and the Costs of the Perfect Playlist

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.672849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.672849Z digest=sha256:2f62bf867907012487c61bcb7bcf25e0dc41d0bacca3f18e02018d6e25924c50

Observation 8c2da9c7-f9f3-4d03-92f2-d883479fdf48 · outbound

This paper cites Study on the economic impact of Generative AI in the Music and Audiovisual industries,.

Finding the noise: Zero-shot AI Music Detection Study on the economic impact of Generative AI in the Music and Audiovisual industries,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.675670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.675670Z digest=sha256:510db9e86d768a4440b7b34207d09ef3dad8425bbbb7a65bb97c190674b0e4eb

Observation 73d27588-1b90-482a-9acb-f1c7b867e5fd · outbound

This paper cites "I made this (sort of)": Negotiating authorship, confronting fraudulence, and exploring new musical spaces with prompt-based AI music generation.

Finding the noise: Zero-shot AI Music Detection "I made this (sort of)": Negotiating authorship, confronting fraudulence, and exploring new musical spaces with prompt-based AI music generation

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.678623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.678623Z digest=sha256:171abfd200b0bf58188ed1a3f1a61a3778cc6664549bec46e49841334281e73a

Observation 0fc56ac9-41be-467f-a7ec-9cddf75b92ea · outbound

This paper cites SONICS: Synthetic Or Not - Identi- fying Counterfeit Songs,.

Finding the noise: Zero-shot AI Music Detection SONICS: Synthetic Or Not - Identi- fying Counterfeit Songs,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.681927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.681927Z digest=sha256:14e8116574c159f1bcc613ffff90e15f76b1194116ec0b6f99c42cb8ef118af5

Observation 270e0da5-b9bb-48f8-8901-30dd3ac77be1 · outbound

This paper cites Music Information Re- trieval Evaluation eXchange (MIREX),.

Finding the noise: Zero-shot AI Music Detection Music Information Re- trieval Evaluation eXchange (MIREX),

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.685441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.685441Z digest=sha256:085966fb996545aaa3960cc2e2f1356eedb21b1637da6955c07a079e929fbf84

Observation fc476424-d96e-4f08-bddf-761cb79e9986 · outbound

This paper cites Singfake: Singing voice deepfake detection,.

Finding the noise: Zero-shot AI Music Detection Singfake: Singing voice deepfake detection,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.688789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.688789Z digest=sha256:f6931698e183665be6741d0d5511c913973aa0bc85b88785d7e4c930e5b5610c

Observation 15e08770-0146-41fe-905b-f55a57c39a48 · outbound

This paper cites AI-Generated Music Detection and its Challenges,.

Finding the noise: Zero-shot AI Music Detection AI-Generated Music Detection and its Challenges,

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.691887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.691887Z digest=sha256:ab32ab792f6ea50435a6509ef778c40dc716f2a482a25e6209f557dc2b164969

Observation 5b2aac18-91a0-4bc3-bcb3-a982ccc97cb3 · outbound

This paper cites A Fourier Explanation of AI-music Ar- tifacts,.

Finding the noise: Zero-shot AI Music Detection A Fourier Explanation of AI-music Ar- tifacts,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.695070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.695070Z digest=sha256:316dc706cd824b284e67aa3f6b8d2d41c43f9d3df8eeacdaffc11ad450cb4d5a

Observation 3e364448-4c65-47a8-9f6e-12480616103f · outbound

This paper cites From Audio Deepfake Detection to AI-Generated Music Detection -- A Pathway and Overview.

Finding the noise: Zero-shot AI Music Detection From Audio Deepfake Detection to AI-Generated Music Detection -- A Pathway and Overview

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.698346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.698346Z digest=sha256:fbe121b2ca67e95e223ef649c3043d5894b2d5a7fc30cb6e083e22dee7eb3853

Observation 4007ee0b-2e68-4412-bc05-c3e2a907e924 · outbound

This paper cites The AI Music Arms Race: On the Detection of AI- Generated Music,.

Finding the noise: Zero-shot AI Music Detection The AI Music Arms Race: On the Detection of AI- Generated Music,

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.702074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.702074Z digest=sha256:254d06a6858eb73642f6ad1a46d847a34d36aa8e7671f8be8060464c9bd17596

Observation f2b8ca9f-b6ea-4d22-8503-1887e7c9364e · outbound

This paper cites Double entendre: Robust audio-based AI-generated lyrics detection via multi-view fusion,.

Finding the noise: Zero-shot AI Music Detection Double entendre: Robust audio-based AI-generated lyrics detection via multi-view fusion,

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.705185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.705185Z digest=sha256:ba28f583636738775c3710eb76497d5f157282ce01f1d3defd39ac6d4ef39778

Observation a01719dc-b2e6-4d4b-b754-9f96a4133432 · outbound

This paper cites Echoes: A semantically-aligned music deepfake detection dataset.

Finding the noise: Zero-shot AI Music Detection Echoes: A semantically-aligned music deepfake detection dataset

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.708682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.708682Z digest=sha256:e42231b70a5acd00d61eda749ce08126eb96af37f03ddb81150a43b4f520f0f3

Observation 8fcb3c7a-4f42-4afa-a1c6-6a38ce7e7915 · outbound

This paper cites Nothing Is Sacred: AI Generated Slop Has Come for Christmas Music,.

Finding the noise: Zero-shot AI Music Detection Nothing Is Sacred: AI Generated Slop Has Come for Christmas Music,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.712190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.712190Z digest=sha256:335c88d619a6760ca3d1e8634375b5f402b419da9d15c86741e10f568ddd1d44

Observation e3444047-316c-4b22-919e-6845494867b8 · outbound

This paper cites Musicians are deeply concerned about AI. So why are the major labels em- bracing it?.

Finding the noise: Zero-shot AI Music Detection Musicians are deeply concerned about AI. So why are the major labels em- bracing it?

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.715556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.715556Z digest=sha256:26b371566f14c9e12eee802f2d3a105eec481e9279f1651d40c1085e27ad3fbd

Observation b4a1b18b-efc8-4720-861f-bfcd17b18d04 · outbound

This paper cites AI Slop Is Flooding Streaming—and Musicians Are Fighting Back,.

Finding the noise: Zero-shot AI Music Detection AI Slop Is Flooding Streaming—and Musicians Are Fighting Back,

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.718858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.718858Z digest=sha256:12c09f785e93ec7f14b7914d8987d1b3acb4bfbb7677f9c7e94670a1c38ec6ff

Observation 4d572e08-512d-42cb-b557-2b62104e5af0 · outbound

This paper cites Blind signal de- compositions for automatic transcription of polyphonic music: NMF and K-SVD on the benchmark,.

Finding the noise: Zero-shot AI Music Detection Blind signal de- compositions for automatic transcription of polyphonic music: NMF and K-SVD on the benchmark,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.722146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.722146Z digest=sha256:126b11f94dd8f046d7a6b372a3f7a953f1079d4b86da8a78461af318ff3f74fa

Observation 8c4a1ea4-29a6-4c3d-ae26-14b8358b57a6 · outbound

This paper cites Speech denoising using nonnegative matrix factoriza- tion with priors,.

Finding the noise: Zero-shot AI Music Detection Speech denoising using nonnegative matrix factoriza- tion with priors,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.725412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.725412Z digest=sha256:98b775a1fedc7165e25ca3ea01633fda9816a8dbad1806f02ae52c548d2a3783

Observation 07c4027d-e405-4209-8202-cd476a4d32d5 · outbound

This paper cites Single-channel audio source separation with NMF: divergences, con- straints and algorithms,.

Finding the noise: Zero-shot AI Music Detection Single-channel audio source separation with NMF: divergences, con- straints and algorithms,

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.728372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.728372Z digest=sha256:138e7ececfeead62a56f57ce7ce7bf4e105863c86c9776aea1844cc8201f8d4e

Observation 3ad4a049-99d9-4d3d-a712-e00c12da43c6 · outbound

This paper cites Tackling interpretability in audio classification networks with non-negative matrix fac- torization,.

Finding the noise: Zero-shot AI Music Detection Tackling interpretability in audio classification networks with non-negative matrix fac- torization,

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.731352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.731352Z digest=sha256:bfafcb4da4209372b8ce0960df8455bcd8d65aec5aa8f993507b6a13f6ec0302

Observation 880a6002-35aa-460e-8d43-ec92f1166f04 · outbound

This paper cites AI slop,.

Finding the noise: Zero-shot AI Music Detection AI slop,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.734494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.734494Z digest=sha256:3b1bcf362f37c26d4c076d7309616783a576f996e21eecd954c92c56201a56b9

Observation a5ef093e-4719-4505-9efe-52565e11a61e · outbound

This paper cites Opening Musical Creativity? Embedded Ideologies in Generative-AI Music Systems.

Finding the noise: Zero-shot AI Music Detection Opening Musical Creativity? Embedded Ideologies in Generative-AI Music Systems

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.737565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.737565Z digest=sha256:0e5740548c5ad7c28d458944b43c45c526abf86dc43e395f68979806d2379c8d

Observation fbd6affe-0eba-4a97-9f46-8b4bcc909006 · outbound

This paper cites Reductive, exclusionary, normalising: the limits of generative AI music,.

Finding the noise: Zero-shot AI Music Detection Reductive, exclusionary, normalising: the limits of generative AI music,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.741568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.741568Z digest=sha256:28e002d8ed598bb0e6bf9b1b663a8ec1e013cd692619074da124cbda7b6ba9ae

Observation 90df8b35-fcc0-40c4-9d9f-0c961df10f17 · outbound

This paper cites Where does the buck stop? Ethical and political issues with AI in music creation,.

Finding the noise: Zero-shot AI Music Detection Where does the buck stop? Ethical and political issues with AI in music creation,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.744819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.744819Z digest=sha256:f7a355bf2d53aa6476ea3bf7238a5ccd587c529d7ce19699b3c8fbccf64ae0a8

Observation a62f7690-e695-4559-9421-d2d9d884b97f · outbound

This paper cites Data Col- lection in Music Generation Training Sets: A Critical Analysis.

Finding the noise: Zero-shot AI Music Detection Data Col- lection in Music Generation Training Sets: A Critical Analysis

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.747787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.747787Z digest=sha256:14f0cf4878f534e51286da47fa4450098609478f005adacd0f8f0d757568e21f

Observation 51fbecff-8293-4460-b70e-73fa9d71dd3f · outbound

This paper cites The unwitting labourer: ex- tracting humanness in AI training,.

Finding the noise: Zero-shot AI Music Detection The unwitting labourer: ex- tracting humanness in AI training,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.751277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.751277Z digest=sha256:b7bb868b4bbeb4dc9c32d539292428e5baca549bda9c10e55406fc3e3dddd746

Observation 6b339822-adae-493d-8f00-2c7f5699331c · outbound

This paper cites Human subsumption in training datasets for music generation,.

Finding the noise: Zero-shot AI Music Detection Human subsumption in training datasets for music generation,

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.754589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.754589Z digest=sha256:f244da3a38cba6309cc3e7062ca325372dffc48cd3c735dff690348e60e53a2f

Observation cf0bae7e-d242-4ac5-93c2-4a597461aa56 · outbound

This paper cites Crawford,The atlas of AI: Power, politics, and the planetary costs of artificial intelligence.

Finding the noise: Zero-shot AI Music Detection Crawford,The atlas of AI: Power, politics, and the planetary costs of artificial intelligence

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.758105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.758105Z digest=sha256:0f3ff27c3b250d5afaaab0e96daea6d0eee4fe29e4c81aedc8b7371a4c576ce2

Observation 15ca10ab-39dd-4fce-87ab-48726ef402f0 · outbound

This paper cites Narayanan, , and S.

Finding the noise: Zero-shot AI Music Detection Narayanan, , and S

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.761632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.761632Z digest=sha256:28e3d4fc87e6799db8869a2bc92d73be8a6bceffa78e7e52dab1b841a2255ebc

Observation 2b32ece9-0877-414b-a387-ab639b08890b · outbound

This paper cites Slopa- ganda: The interaction between propaganda and gener- ative AI,.

Finding the noise: Zero-shot AI Music Detection Slopa- ganda: The interaction between propaganda and gener- ative AI,

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.765159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.765159Z digest=sha256:ce53752619962a7b725d987aaea7c0194cc105cece64f9fd5f3d4ce7343c5bbd

Observation 41cdab81-44c3-4246-af90-7119d125f6c1 · outbound

This paper cites an unresolved cited work.

Finding the noise: Zero-shot AI Music Detection Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.768690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.768690Z digest=sha256:91cb2226349019c700a88bcfbea4e0dcee996966d138a37a81057ea4ff9b0660

Observation 7d8eb374-9148-4838-a0d6-c326b75a866f · outbound

This paper cites Technofascism: AI, Big Tech, and the new authoritarianism,.

Finding the noise: Zero-shot AI Music Detection Technofascism: AI, Big Tech, and the new authoritarianism,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.771766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.771766Z digest=sha256:f1eb5386b1ff6dc7091d70a86a525c21ebca73f3435862ad913d5532a5929d43

Observation accb7542-3861-4e4e-88fd-7bb63b1133a9 · outbound

This paper cites From Melting Pots to Misrepresentations: Exploring Harms in Gen- erative AI,.

Finding the noise: Zero-shot AI Music Detection From Melting Pots to Misrepresentations: Exploring Harms in Gen- erative AI,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.775078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.775078Z digest=sha256:8cff66f344b1493173f70407258b8ac1c8933838f439bdf2d7ec497cdba8f9dd

Observation 706aec67-2b68-45e8-8984-148c561d90fa · outbound

This paper cites Generative AI and the Future of the Digital Commons: Five Open Questions and Knowledge Gaps.

Finding the noise: Zero-shot AI Music Detection Generative AI and the Future of the Digital Commons: Five Open Questions and Knowledge Gaps

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.778347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.778347Z digest=sha256:6e1f0d71bb136b34605d7501540eb4c368859c3074a7950f0df89deba3568abd

Observation 1edbbd8e-5fdf-4902-920f-5d533704c7b5 · outbound

This paper cites Deconvolution and Checkerboard Artifacts,.

Finding the noise: Zero-shot AI Music Detection Deconvolution and Checkerboard Artifacts,

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.782373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.782373Z digest=sha256:5cb92c325f8cb3507b925b542e7511fd8f669ebfd66773c58d34a334e8def1fa

Observation 99f1f9ae-5686-46f1-9b03-c69fda49421a · outbound

This paper cites Importance of semantic representation: Dataless classification.

Finding the noise: Zero-shot AI Music Detection Importance of semantic representation: Dataless classification

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.786142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.786142Z digest=sha256:fcd8a42b78c4f860779357055cf4d33938ac3ed61036172df58fe536bf7a0ec5

Observation f36c856b-8b95-445a-8381-e49954c4e5ee · outbound

This paper cites Zero-data learning of new tasks.

Finding the noise: Zero-shot AI Music Detection Zero-data learning of new tasks

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.789446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.789446Z digest=sha256:b0cfb30e11cb58618cbc882d60c8c9f13950084fc354333cc44a42c79123f14c

Observation 05c33a9c-8088-4024-be82-8efc41ac15e9 · outbound

This paper cites Zero-shot learning with semantic output codes,.

Finding the noise: Zero-shot AI Music Detection Zero-shot learning with semantic output codes,

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.792561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.792561Z digest=sha256:d789639793e1a2b68d3caa370ed9f82bb9565a4ca271e85898583558485e0bfe

Observation 067acea5-b8f3-426a-9976-e2d78af3ff35 · outbound

This paper cites An exper- imental comparison of one-class classification meth- ods,.

Finding the noise: Zero-shot AI Music Detection An exper- imental comparison of one-class classification meth- ods,

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.795897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.795897Z digest=sha256:f0f561a1614b0603141c89c21afb77260a35d04273fb6eca4ccee3906f5f6b6e

Observation 7b0a7330-839d-4314-aaf6-26a170505c0c · outbound

This paper cites Estimating the support of a high-dimensional distribution,.

Finding the noise: Zero-shot AI Music Detection Estimating the support of a high-dimensional distribution,

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.798922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.798922Z digest=sha256:2fe01b5421df9df289e5717b600743f6e2e5f31cb4281d0bbf89bf1c790e3477

Observation 9d8c785c-0a1d-4965-a627-e63ef1032d5c · outbound

This paper cites On simple one-class classification methods,.

Finding the noise: Zero-shot AI Music Detection On simple one-class classification methods,

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.801814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.801814Z digest=sha256:114ae2086dcfa54353f742de44eadd92af66c5c1ad1f534103c8b3ab88b2f366

Observation c884c7d1-025e-4668-a260-fa6cad16a696 · outbound

This paper cites Algorithms for non-negative matrix factorization,.

Finding the noise: Zero-shot AI Music Detection Algorithms for non-negative matrix factorization,

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.804747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.804747Z digest=sha256:9688d174d5295e11e0cbc6ad600429d18be7651929bf3d554625c7002c34c89e

Observation 446b5f61-6145-4771-b1f0-d1cd690cfb5d · outbound

This paper cites Fast local algorithms for large scale nonnegative matrix and tensor fac- torizations,.

Finding the noise: Zero-shot AI Music Detection Fast local algorithms for large scale nonnegative matrix and tensor fac- torizations,

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.807815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.807815Z digest=sha256:a44ef287063b85b9d4313905bbfb34fd37b538973c4ffa2f2e4715f8c5733d35

Observation 1434da6d-aa78-4c3c-b943-02d62c34f273 · outbound

This paper cites UMAP: Uniform Manifold Approximation and Pro- jection,.

Finding the noise: Zero-shot AI Music Detection UMAP: Uniform Manifold Approximation and Pro- jection,

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.810631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.810631Z digest=sha256:ac93964c2856fd05828cdb732541b0fbd6fe646bddd36e79401456ba13cbfb94

Observation f9ec16e6-b2fb-40fb-94d8-c78859d73c7d · outbound

This paper cites Density- based clustering based on hierarchical density esti- mates,.

Finding the noise: Zero-shot AI Music Detection Density- based clustering based on hierarchical density esti- mates,

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.813523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.813523Z digest=sha256:3d0b566fca4fa48e89d25436fc652d166c5009867bdb6cd5c13f09aafa1463d7

Observation 1cb70ad4-98c4-4c0d-ba77-a554bfb5297b · outbound

This paper cites Explainable Detection of Machine Generated Music and Early Systematic Evaluation.

Finding the noise: Zero-shot AI Music Detection Explainable Detection of Machine Generated Music and Early Systematic Evaluation

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.816386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.816386Z digest=sha256:4e8d0df4f5677b2b9e54f91445d3227fe561559fbd140310ce725f66697743b0

Observation b313b453-97a4-47ac-8292-f3097e872976 · outbound

This paper cites FMA: A Dataset For Music Analysis.

Finding the noise: Zero-shot AI Music Detection FMA: A Dataset For Music Analysis

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.819862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.819862Z digest=sha256:fa6fd481f8e1f0454599d5d5313fc66f9ed3e8bcde9a85b6689b36f377dd1174

Pith citing papers

Observation 7d898e6e-5f1d-490d-9dc9-d45d4bd742e6 · inbound

Finding the noise: Zero-shot AI Music Detection cites this paper.

Finding the noise: Zero-shot AI Music Detection Finding the noise: Zero-shot AI Music Detection

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-01T02:12:19.623695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:12:19.623695Z digest=sha256:05de9c445d936d87e3ab49023bc9226a2c3ebd0edfb56a3caaeedfe956b5e49a