Paper Citation Record · LEDGER

The defender's perspective on automatic speaker verification: An overview

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2305.12804.

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

pith.paper-citation-record.v1
2305.12804 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 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:26:32.211555Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T05:43:08.840604Z

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 d8d7b0eb-8b64-4611-a8b6-476ee2a23487 · inbound

On the Generation and Removal of Speaker Adversarial Perturbation for Voice-Privacy Protection cites this paper.

On the Generation and Removal of Speaker Adversarial Perturbation for Voice-Privacy Protection The defender's perspective on automatic speaker verification: An overview

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T17:18:46.507194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff8641bc-b4f6-465f-8675-14ef893d5ab4 · inbound

Codec-Based Deepfake Source Tracing via Neural Audio Codec Taxonomy cites this paper.

Codec-Based Deepfake Source Tracing via Neural Audio Codec Taxonomy The defender's perspective on automatic speaker verification: An overview

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:32.211555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4442a0c9-f670-45b9-90ca-30af813fccf4 · inbound

Towards Generalized Source Tracing for Codec-Based Deepfake Speech cites this paper.

Towards Generalized Source Tracing for Codec-Based Deepfake Speech The defender's perspective on automatic speaker verification: An overview

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:43:08.845713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c8f50d31-b730-4256-8a49-779a686c64fb · inbound

Leveraging Gradient Reversal Loss and Multitask Learning for Datasets-Aware Audio Deepfake Detection cites this paper.

Leveraging Gradient Reversal Loss and Multitask Learning for Datasets-Aware Audio Deepfake Detection The defender's perspective on automatic speaker verification: An overview

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T23:27:00.014748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.