Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:11:04.939755Z
Paper Citation Record · LEDGER
WildSpoof Challenge Evaluation Plan
As of 17 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-25T02:19:26.775357Z
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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.