Paper Citation Record · LEDGER

Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2502.03559.

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

pith.paper-citation-record.v1
2502.03559 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:38:07.572963Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T07:47:44.710736Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 77651e03-d715-409e-bb80-b8ae05b2dddf · inbound

Two Views, One Truth: Spectral and Self-Supervised Features Fusion for Robust Speech Deepfake Detection cites this paper.

Two Views, One Truth: Spectral and Self-Supervised Features Fusion for Robust Speech Deepfake Detection Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T13:38:07.572963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa6ecbed-23b1-4331-be5a-13487ff8a108 · inbound

Multi-level SSL Feature Gating for Audio Deepfake Detection cites this paper.

Multi-level SSL Feature Gating for Audio Deepfake Detection Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T10:59:00.706891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e1c3c5d-c642-42b3-9461-f5e77ac85e94 · inbound

AT-ADD: All-Type Audio Deepfake Detection Challenge Evaluation Plan cites this paper.

AT-ADD: All-Type Audio Deepfake Detection Challenge Evaluation Plan Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:21:00.685058Z

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 e74bee4e-be07-4a86-94f4-3ecaf9b7f513 · inbound

Anchoring the Unknown: Open-Set Model Attribution via Proxy-Anchor Learning cites this paper.

Anchoring the Unknown: Open-Set Model Attribution via Proxy-Anchor Learning Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-03T07:47:44.712232Z

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.