Paper Citation Record · LEDGER

Assessing AI-generated music detection in real-world broadcast monitoring

As of 22 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2608.07359.

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

pith.paper-citation-record.v1
2608.07359 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T05:40:34.137972Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T05:40:34.026081Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T05:40:34.381313Z

Reference resolution

31 of 31 outbound references displayed

verified exact2
verified fuzzy25
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 88b064b2-89ba-4603-9d46-46d267757099 · outbound

This paper cites Assessing AI-generated music detection in real-world broadcast monitoring.

Assessing AI-generated music detection in real-world broadcast monitoring Assessing AI-generated music detection in real-world broadcast monitoring

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-10T05:40:34.385857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 805983b4-1554-49b6-b320-683a62d748af · outbound

This paper cites Music-specific work has primarily focused on unintentionally left artifacts by generative systems.

Assessing AI-generated music detection in real-world broadcast monitoring Music-specific work has primarily focused on unintentionally left artifacts by generative systems

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.680149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0c55e7da-f204-4bc7-84d3-c204efc5eb2c · outbound

This paper cites an unresolved cited work.

Assessing AI-generated music detection in real-world broadcast monitoring Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T05:40:34.669354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9b4c722b-596c-4214-a9f0-54f54f090c7b · outbound

This paper cites We compare two vari- ants of the architecture proposed by Afchar et al.

Assessing AI-generated music detection in real-world broadcast monitoring We compare two vari- ants of the architecture proposed by Afchar et al

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.648613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 433fc844-6b22-41e4-b753-228f7d7606f6 · outbound

This paper cites The comparison betweenCNN CleanandCNN Broadcastallows us to analyze how the training domain influences the robustness of AI-generated music detection.

Assessing AI-generated music detection in real-world broadcast monitoring The comparison betweenCNN CleanandCNN Broadcastallows us to analyze how the training domain influences the robustness of AI-generated music detection

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.626474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1121d692-201b-4389-82af-662dce02274e · outbound

This paper cites an unresolved cited work.

Assessing AI-generated music detection in real-world broadcast monitoring Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T05:40:34.615588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e642db82-167f-4882-8425-ba6bc8328e69 · outbound

This paper cites Cátedra IA y Música.

Assessing AI-generated music detection in real-world broadcast monitoring Cátedra IA y Música

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T05:40:34.060164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67a22792-09d0-4912-a437-ca7395aa4094 · outbound

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

Assessing AI-generated music detection in real-world broadcast monitoring From Audio Deepfake Detection to AI-Generated Music Detection -- A Pathway and Overview

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T05:40:34.088829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5da60887-b31c-4686-991d-8ce3d26e99e1 · outbound

This paper cites Not All Deep- fakes Are Created Equal: Triaging Audio Forgeries for Robust Deepfake Singer Identification,.

Assessing AI-generated music detection in real-world broadcast monitoring Not All Deep- fakes Are Created Equal: Triaging Audio Forgeries for Robust Deepfake Singer Identification,

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-08-10T05:40:34.357318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a7767a5c-4d3a-40a3-84d1-ddc9c941ccc4 · outbound

This paper cites Major record companies sue Suno, Udio for ‘mass infringement’ of copyright,.

Assessing AI-generated music detection in real-world broadcast monitoring Major record companies sue Suno, Udio for ‘mass infringement’ of copyright,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.605125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 49af8bfa-8a7d-4db8-a258-80df6a33b856 · outbound

This paper cites Warner Music Group strikes ‘landmark’ deal with Suno; settles copy- right lawsuit against AI music generator,.

Assessing AI-generated music detection in real-world broadcast monitoring Warner Music Group strikes ‘landmark’ deal with Suno; settles copy- right lawsuit against AI music generator,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.594456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 537daaf9-e3d2-4ef2-b666-2d0f1d842b46 · outbound

This paper cites Technical Solutions for Marking and Detecting AI-generated Audio in the Context of Article 50 of the AI Act,.

Assessing AI-generated music detection in real-world broadcast monitoring Technical Solutions for Marking and Detecting AI-generated Audio in the Context of Article 50 of the AI Act,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.583201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1a93cbe6-3854-44d5-ace9-4e9a4d2321a7 · outbound

This paper cites Ai music tops 50% of daily uploads on deezer,.

Assessing AI-generated music detection in real-world broadcast monitoring Ai music tops 50% of daily uploads on deezer,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.572441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c92b4480-2eea-466a-bede-520c26bcfeb2 · outbound

This paper cites First, video killed the radio star, and now AI is going after video: A study on detect- ing GenAI music in broadcast audio,.

Assessing AI-generated music detection in real-world broadcast monitoring First, video killed the radio star, and now AI is going after video: A study on detect- ing GenAI music in broadcast audio,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.561474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ef838b34-223d-466d-976b-f590f5adbdad · outbound

This paper cites AI-generated music detection and its challenges,.

Assessing AI-generated music detection in real-world broadcast monitoring AI-generated music detection and its challenges,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.551085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c0ad7eef-d0d9-49cb-8ad8-6191db7c8ba0 · outbound

This paper cites AI-generated music detection in broadcast monitoring,.

Assessing AI-generated music detection in real-world broadcast monitoring AI-generated music detection in broadcast monitoring,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.540678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d567f5fd-3904-41f6-bc5d-4e4109c4894f · outbound

This paper cites Open broadcast media audio from tv: A dataset of tv broadcast audio with relative music loudness anno- tations,.

Assessing AI-generated music detection in real-world broadcast monitoring Open broadcast media audio from tv: A dataset of tv broadcast audio with relative music loudness anno- tations,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.455546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6324c9f0-7d92-4aaa-b91a-00f5b04ab8c2 · outbound

This paper cites Enhanced television broadcast monitor- ing with source separation-assisted audio fingerprint- ing: A case study,.

Assessing AI-generated music detection in real-world broadcast monitoring Enhanced television broadcast monitor- ing with source separation-assisted audio fingerprint- ing: A case study,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.443298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 56d7f85d-6000-48e8-9824-aaf3184e59e4 · outbound

This paper cites High fidelity neural audio compression,.

Assessing AI-generated music detection in real-world broadcast monitoring High fidelity neural audio compression,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.529640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation be827b3c-09a0-4898-a7dc-22ce4d137385 · outbound

This paper cites High-fidelity audio compression with im- proved RVQGAN,.

Assessing AI-generated music detection in real-world broadcast monitoring High-fidelity audio compression with im- proved RVQGAN,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.519395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cbc0d3e4-a2a1-4410-be01-0039f1d71b62 · outbound

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

Assessing AI-generated music detection in real-world broadcast monitoring A Fourier Explanation of AI-music Artifacts,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.508815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 721936a1-6959-4ead-b40e-016c6a5d82c4 · outbound

This paper cites Sonics: Synthetic or not - identify- ing counterfeit songs,.

Assessing AI-generated music detection in real-world broadcast monitoring Sonics: Synthetic or not - identify- ing counterfeit songs,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.498279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5814f5ce-9290-4428-bd12-9bbce5d8c75d · outbound

This paper cites Genius song lyrics,.

Assessing AI-generated music detection in real-world broadcast monitoring Genius song lyrics,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.487494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7a67dd9e-23fa-4c24-8ab1-10bb1f469c37 · outbound

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

Assessing AI-generated music detection in real-world broadcast monitoring The AI Music Arms Race: On the Detec- tion of AI-Generated Music,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.476908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 158caeb2-9159-4b1d-b5de-3a8c045b00eb · outbound

This paper cites Relative music loudness esti- mation in TV broadcast audio using deep learning: An industrial perspective,.

Assessing AI-generated music detection in real-world broadcast monitoring Relative music loudness esti- mation in TV broadcast audio using deep learning: An industrial perspective,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.466387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6e0ca91b-7f44-4207-abbd-4276fb3c5944 · outbound

This paper cites BAF: An audio fingerprint- ing dataset for broadcast monitoring,.

Assessing AI-generated music detection in real-world broadcast monitoring BAF: An audio fingerprint- ing dataset for broadcast monitoring,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.431132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6edec5a1-40f2-449d-8d43-9e76c4c568f6 · outbound

This paper cites Da-TACOS: A dataset for cover song identification and understanding,.

Assessing AI-generated music detection in real-world broadcast monitoring Da-TACOS: A dataset for cover song identification and understanding,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.420198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1d359c64-7eec-44e9-abfb-107a7748aebf · outbound

This paper cites Music identification with audio fingerprinting an industrial perspective,.

Assessing AI-generated music detection in real-world broadcast monitoring Music identification with audio fingerprinting an industrial perspective,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.408123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 300cf428-43e1-403f-bc18-e45d4311462b · outbound

This paper cites Free English and Czech telephone speech cor- pus shared under the CC-BY-SA 3.0 license,.

Assessing AI-generated music detection in real-world broadcast monitoring Free English and Czech telephone speech cor- pus shared under the CC-BY-SA 3.0 license,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.397360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4ab173ce-45aa-4096-979f-31334071434b · outbound

This paper cites The Mel- spectrogram is then segmented into discrete time windows to form the input tensor of the CNN.

Assessing AI-generated music detection in real-world broadcast monitoring The Mel- spectrogram is then segmented into discrete time windows to form the input tensor of the CNN

Reference 1024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.637727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 473c974d-f98c-4040-8106-d81804390931 · outbound

This paper cites proach introduced by Afchar et al.

Assessing AI-generated music detection in real-world broadcast monitoring proach introduced by Afchar et al

Reference 2026

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:40:34.658985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 88b064b2-89ba-4603-9d46-46d267757099 · inbound