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Paper Citation Record · LEDGER

a-DCF: an architecture agnostic metric with application to spoofing-robust speaker verification

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2403.01355.

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

pith.paper-citation-record.v1
2403.01355 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:11:04.914860Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T02:20:14.245515Z

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 6620c235-fca7-4d9f-84df-3fea64f65187 · inbound

WildSpoof Challenge Evaluation Plan cites this paper.

WildSpoof Challenge Evaluation Plan a-DCF: an architecture agnostic metric with application to spoofing-robust speaker verification

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T17:11:04.914860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:11:04.914860Z digest=sha256:4d44bac3599f8caf96ff50a1965fbc99964efc03274d084e9e851a57c7aec361

Observation f7bfadf7-de79-44e0-af4c-56bd34dc992c · inbound

Natural Yet Challenging to Detect: Robust In-the-Wild TTS through EMA and Dual-Scoring Prompt Selection -- Submission for WildSpoof 2026 TTS Track cites this paper.

Natural Yet Challenging to Detect: Robust In-the-Wild TTS through EMA and Dual-Scoring Prompt Selection -- Submission for WildSpoof 2026 TTS Track a-DCF: an architecture agnostic metric with application to spoofing-robust speaker verification

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-25T02:20:14.248409Z

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.

source=pdf_text observed=2026-05-25T02:19:26.775357Z digest=sha256:a8149d37b2e676b6894c9ece7da60fa028e35e29d21e23aa528492c8773ab94f

Observation c58180b5-f691-45e4-81e3-daaf4ae0ea3f · inbound

Large Audio Language Models for Spoofing-Aware Speaker Verification cites this paper.

Large Audio Language Models for Spoofing-Aware Speaker Verification a-DCF: an architecture agnostic metric with application to spoofing-robust speaker verification

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-02T01:12:30.722446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T01:12:30.722446Z digest=sha256:18803f8d3b2bb430b484e00ad439db81a901f7a624353e2eeb25fe5c13f19fff