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Paper Citation Record · LEDGER

A Comparison of Differential Performance Metrics for the Evaluation of Automatic Speaker Verification Fairness

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2404.17810.

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

pith.paper-citation-record.v1
2404.17810 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:26:26.551450Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-04T22:29:41.142456Z

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 680c36d4-1fbd-4cda-be8d-1064489a75f2 · inbound

Hybrid Audio Detection Using Fine-Tuned Audio Spectrogram Transformers: A Dataset-Driven Evaluation of Mixed AI-Human Speech cites this paper.

Hybrid Audio Detection Using Fine-Tuned Audio Spectrogram Transformers: A Dataset-Driven Evaluation of Mixed AI-Human Speech A Comparison of Differential Performance Metrics for the Evaluation of Automatic Speaker Verification Fairness

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:26.551450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:26.551450Z digest=sha256:687ae37e81b3b38e791fe93f67ed61b6df6272341613b9d9532ffdb9f45d2a1b

Observation 0e3b0b9c-7867-4ca9-b9f0-e2a6177c33a4 · inbound

When Fine-Tuning is Not Enough: Lessons from HSAD on Hybrid and Adversarial Audio Spoof Detection cites this paper.

When Fine-Tuning is Not Enough: Lessons from HSAD on Hybrid and Adversarial Audio Spoof Detection A Comparison of Differential Performance Metrics for the Evaluation of Automatic Speaker Verification Fairness

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-04T22:29:41.189699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T22:29:37.801357Z digest=sha256:f8729299957db3c6b27d13f4d756c17c577a538dd2fb372ac2d21c1d3c9be1fc