Paper Citation Record · LEDGER

Evaluating Fake Music Detection Performance Under Audio Augmentations

As of 9 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2507.10447.

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

pith.paper-citation-record.v1
2507.10447 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:33:14.037924Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:33:13.414530Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T19:33:14.299615Z

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy5
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 72279f96-6b4c-437a-891b-2d2cfdd12931 · outbound

This paper cites Evaluating Fake Music Detection Per- formance Under Audio Augmentations.

Evaluating Fake Music Detection Performance Under Audio Augmentations Evaluating Fake Music Detection Per- formance Under Audio Augmentations

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:15.219066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fb02dd4b-d930-4ff8-b404-fc56f5a7cc62 · outbound

This paper cites To generate the dataset, we used prompts generated with deepseek-r1 [7] independently for every model.

Evaluating Fake Music Detection Performance Under Audio Augmentations To generate the dataset, we used prompts generated with deepseek-r1 [7] independently for every model

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:15.016578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f87fd3d9-0b2f-4e07-a35e-48cb70b34bcf · outbound

This paper cites Evaluating Fake Music Detection Performance Under Audio Augmentations.

Evaluating Fake Music Detection Performance Under Audio Augmentations Evaluating Fake Music Detection Performance Under Audio Augmentations

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T19:33:14.388425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e4be709d-7c28-441f-a80c-a4ca775da8e1 · outbound

This paper cites This is to be ex- pected, since machine learning models are known for be- ing unable to handle distribution shift between training and test data.

Evaluating Fake Music Detection Performance Under Audio Augmentations This is to be ex- pected, since machine learning models are known for be- ing unable to handle distribution shift between training and test data

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:14.819864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 798c985c-af57-4f7a-ae85-e1eefb4ee21c · outbound

This paper cites XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection.

Evaluating Fake Music Detection Performance Under Audio Augmentations XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:13.538918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bafa10c2-6901-424f-a2ad-b74295b41f67 · outbound

This paper cites Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation.

Evaluating Fake Music Detection Performance Under Audio Augmentations Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:13.621767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c016a5c-f3fb-4596-a558-127145117e8f · outbound

This paper cites SONICS: Synthetic Or Not -- Identifying Counterfeit Songs.

Evaluating Fake Music Detection Performance Under Audio Augmentations SONICS: Synthetic Or Not -- Identifying Counterfeit Songs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:13.678263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 501410bf-133b-42b4-8464-ae8e5b4545bb · outbound

This paper cites Detecting music deepfakes is easy but actually hard,.

Evaluating Fake Music Detection Performance Under Audio Augmentations Detecting music deepfakes is easy but actually hard,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:14.647083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 49c0ded1-f708-486e-972f-b19ea3cb406e · outbound

This paper cites Yue: Scaling open foundation models for long-form music generation,.

Evaluating Fake Music Detection Performance Under Audio Augmentations Yue: Scaling open foundation models for long-form music generation,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:13.879484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1b2ab89-abff-4b97-96d7-fcc952eb53aa · outbound

This paper cites Simple and Controllable Music Generation.

Evaluating Fake Music Detection Performance Under Audio Augmentations Simple and Controllable Music Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:13.943392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 313aba65-9bc5-4151-a4bb-2469fd25662d · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Evaluating Fake Music Detection Performance Under Audio Augmentations DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:14.037924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc94cc49-c5eb-4a04-a57d-d6b15d2c2cd2 · outbound

This paper cites Available: https://arxiv.org/abs/2405.

Evaluating Fake Music Detection Performance Under Audio Augmentations Available: https://arxiv.org/abs/2405

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:14.522866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation f87fd3d9-0b2f-4e07-a35e-48cb70b34bcf · inbound