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:e0169cef1dbcb1147df096fc2f61335c166bc1d0b0b4fa11f3bb464a0ecdc6d4

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=sha256:017ca38b9b498e89d9c58cc06d7dc30e00711d26392ffc753da6f8114c200534

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=sha256:8b38c8501584fb6249e67e62280aa382ed87964f7d7b558382107b2402de8e5a

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=sha256:5d981d1cb1d5c7fb08d458b2eaef6910ec0cf813e6f297b98211a077283ac8c6

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=sha256:4f11153b38a0e3e6f5bb7e8f4885537ae7f1a6bd87af360f4435ffc4472f3580

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=sha256:399b51693f74bb92027d1181be67cf73f292c331cf2a92121bcfd68e13badf95

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=sha256:873224b5b0a0b258acd1c12eed02f5574a7369013999ae7ec196e65f6564512a

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:d67c119fb1404fcb2a3a46915631ef024982d9aeb9f9b64e58112dbbb204c210

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=sha256:9c329cbda6ff4b608d22572f635b068430a62b53a4561c7f4b7ab3259aeeb790

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:fadfaa7de56070fb87a9ea4770641f19e85ec3ab8bb8ecc93fb98c2f21610c81

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=sha256:3abefc633c0a22281960a560eb428849adbe42b72d26085fb2d7bc99ad590745

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=sha256:97f5288b91b0c05f84fe76b547d3371c60d32e454122e281728f84289d2b4701

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=sha256:2ca7f27a8d16e05e35d46e8876be3f099b8832c703ac6380497b1cb7df55f67e

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:c5ea791f8efdf2c96cd3816f9b7285497037c7b1ef7d5e1fca4eb6973a9a03bb

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=sha256:12447f4c931e3aa2cc961e4c5c2f4c618e93f4168cf6fae121059f71f300ba77

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:d52c31bf642974a7eb9da89382946acebc3aa35a8dafd665e37e2144c2124243

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=sha256:3fe643666b3d0ffb262750ef874cc80ea3fe905165320333391d5c9ec4829d83

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:e5c8d8e08ca3a7b056c2b4d841c79762d6fd6fb910cc95e0dbf4ef495650e32f

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:c4dce516d3cd82a9241d559473ba9b989077d41a281e2255185bbd718ca3463a

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=sha256:961bf76bb1e57f551c8913e85d98c8581196c5119aec8ca78198c10f97399410

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:b6032a174a3bb7bf86d6df8c582fe693ca48a4a53f66b333f6cb04d8f516c195

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=sha256:99ba4d87c599aa6305c8274a64881d8b8da6394327dd02fbad4b82e96c3d8962

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=sha256:7c1bd36f3b2c4b712c313387224d12e2fa5411e4dabdb64599f1aa4b3bd67e37

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:eab9a924120ffa08be08008fbaab789717605ab177acc8e103be3f12e408984c

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=sha256:6f117c157ca85e8f551f9a340c954c50b31b19dbcabd2324012a519a9bfc001a

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=sha256:8a9a2e074bf8439e4c72d86af7b0eb999b085efae9d4758b5c3868426f6de3eb

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=sha256:7afd099845c56753ecc233bf1603b5f2c9f14bda67b822cce1563d232e3cdd6c

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=sha256:6668c5a74946088db4b922fa40e5219ebd82584445dd58230557f9674aeffd41

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=sha256:41f5f7875f4873f441ee5bb24975ee62c94be5e0ca47afc4cd068a1b9d4e4552

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=sha256:09a3a05aa7d5db6b8932915e8b75c8ad8c1d64a8c71a48d7d7bf62e2fba82fc1

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=sha256:11559d7862d215f149bc8f95881fae93167f71e48ef3b6feff30cf82bda5c746

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:e138bc9a3577f32b304e3fa2a5327c4463098d91bd21b86380d3f1822f7ac3d8

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:e838f2f91a49e218015dedf5eaa5a6843d6e323bac064df2155bcdd2f001ea76

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:d42ec8f9fe8732c0e4cf9e0737a055b722f00a5917283b9c7e7d93cfed8e4967

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:bc15a479091566328646c680481bbbc58473df417fd51a91d9773a8c193e9df3

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=sha256:4f11333b1af5b38f6ca1dca9b85ce380c5728d36f3c6f9d7adcb54aaa8e9093c

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=sha256:04d23d589c8beb7f241a467ec66936ac78c2c6995b7b4d69d86848eda85c8cf3

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=sha256:5c7d45647d91f96eb17bc037900bee36a49ae78d8850fa42ce10db48a42b45b2

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=sha256:08b938ea3588cfd3a12393d279e9b397a067ecaef3a68a1ea2ab979535688286

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=sha256:8f906f1460b8b188834b58871cfcbd93108e287675f83fc634dbc9f06b543a43

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=sha256:910bb3d1ea386a032e137d054e3ab4b7ce16d968b25c1f2d0830b6c4ce3b1ef6

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=sha256:33d1bee0b9a3adec06fccae3073dcb340c2245f093f8a192aa73c1ab913146ce

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:bee26ad46b4c1bc732483d85088d642bc289cf67ec44be3f3b0c81308f30ccf0

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:e1b7e52faf11c1827e1db9ff10aac121ebc425ec9b2ad6c2b86d18df0aef8b84

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:e868fcae69a2dceee84fbe82e8e6cae37b48002ed87185b134b9dbef94485c26

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:e17d588910bf432666afae8335151e057433954cfff42853b89768040b8a5d63

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=sha256:91dfab124b256e826a688bdad0f7668e0ec25992e78cb8862196d936ae898a1a

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=sha256:6f127dd24ffa8ac652b3a37286c52da0bc1aed7965f866af51c0d657f1799ff3

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:c079d706d5838f17a6fb97710c67e02c6bead9b23e2a472b889e9a784231b2b8

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=sha256:325160e701cde52733bae5236f7908353cc97faf8f668c4d012e4c664c4fd213

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=sha256:41502baba6884a936152219b0645635c026a21ec605a9ae9b38fe80cb3556be2

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=sha256:25b18b3317bcdd4b2b55a1031c1206a7df6dd9004dbe6f96091511c41524bd6b

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:ce47caa5d5c97e7f26850e6169fedfeaaa11326691653c3bdbac05bac9ba0b0c

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=sha256:2c68012b60842c0c4529d6f7151b7c35273a0069726dd07d8b3a6c876d121ece

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:c56ead41657343d6b895ec8e230b5bff404575aab1a35eea743b15305e7fd1e2

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=sha256:7384494c7f6914ad32046bb40c7cbbf5bd695f854e0c8b83427012cc2e6f3524

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=sha256:850daccf99c8d95e141daa47b792cd18d14eed9005b53cd6caf3d658e4423b80

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:fc36277b69bb84c5727c4f1106e292a5bbd406447fcf506c0251960394479e4a

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:ebaba3d1bb1336baa2a2fcbde51578bc5defd4fb521673b56bafdaf51cb33a0a

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:eaadb761dda2ccfdaa6d460de5b01b8884d8fc4b29e06c7e462038d43f2ece2b

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=sha256:9cc6b85b193989026131a598442c61dfeb7916c0c9b09d90dfa0b6482c0691d0

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=sha256:017ca38b9b498e89d9c58cc06d7dc30e00711d26392ffc753da6f8114c200534