Paper Citation Record · LEDGER

WildSpoof Challenge Evaluation Plan

As of 23 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 1 inbound Pith citation observation for arXiv:2508.16858.

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

pith.paper-citation-record.v1
2508.16858 v1

Coverage vector

measured 7 of 7 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:11:04.939755Z

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-25T02:19:26.775357Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T02:20:14.273142Z

Reference resolution

7 of 7 outbound references displayed

verified exact0
verified fuzzy6
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 842e87e9-6659-4b40-bb18-24201f7a755d · outbound

This paper cites Text-to-speech synthesis in the wild,.

WildSpoof Challenge Evaluation Plan Text-to-speech synthesis in the wild,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:11:05.150373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1a59ce6c-4824-4fea-a866-cd89c99de7ba · outbound

This paper cites Spoofceleb: Speech deepfake detection and sasv in the wild,.

WildSpoof Challenge Evaluation Plan Spoofceleb: Speech deepfake detection and sasv in the wild,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:11:05.119996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6620c235-fca7-4d9f-84df-3fea64f65187 · outbound

This paper cites a-DCF: an architecture agnostic metric with application to spoofing-robust speaker verification.

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.

Observation 23d8408f-cf22-43f6-9173-a5cd7050ac01 · outbound

This paper cites Asvspoof 5 evaluation plan,.

WildSpoof Challenge Evaluation Plan Asvspoof 5 evaluation plan,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:11:05.095641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9902c37e-7ca5-47f9-837f-25b55b8e44b6 · outbound

This paper cites Grad-tts: A diffusion probabilistic model for text-to-speech,.

WildSpoof Challenge Evaluation Plan Grad-tts: A diffusion probabilistic model for text-to-speech,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:11:05.072956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 997871a2-25d7-4bbc-9ebc-b9f427cf5542 · outbound

This paper cites Diffwave: A versatile diffusion model for audio synthesis,.

WildSpoof Challenge Evaluation Plan Diffwave: A versatile diffusion model for audio synthesis,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:11:05.045941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a4b0c592-8b83-43bf-9603-8c8f83d04c3d · outbound

This paper cites Towards single integrated spoofing-aware speaker veri- fication embeddings,.

WildSpoof Challenge Evaluation Plan Towards single integrated spoofing-aware speaker veri- fication embeddings,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:11:05.024208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation a8ed2f3b-4b63-411b-8df6-6a43fe891128 · 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 WildSpoof Challenge Evaluation Plan

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-25T02:20:14.276213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.