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Paper Citation Record · LEDGER

ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.08857.

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

pith.paper-citation-record.v1
2502.08857 v4

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 2026-08-04T06:34:03.388597+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T08:35:24.321197Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T12:58:08.685100Z

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 f939b6fe-4c50-4132-a6c3-3747b09ea84a · inbound

Evaluating Generalization and Robustness in Russian Anti-Spoofing: The RuASD Initiative cites this paper.

Evaluating Generalization and Robustness in Russian Anti-Spoofing: The RuASD Initiative ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-11T22:46:12.459927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T02:27:05.776290Z digest=sha256:140b78fcbfffa7dfb389fe802d09a86468d4aadab97297467f7db6a22a8ea5b0

Observation 0f53996a-03ae-4e23-b0aa-f5611a1485f0 · inbound

ICLAD: In-Context Learning with Comparison-Guidance for Audio Deepfake Detection cites this paper.

ICLAD: In-Context Learning with Comparison-Guidance for Audio Deepfake Detection ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech

Reference 6

Resolution
malformed identifier
arxiv_id, observed 2026-05-10T06:46:37.425407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-10T06:42:29.013083Z digest=sha256:9744bcecc2ed72d2dcc04aac579c4e1b6ae80a82e3f6f0f8d2c113738d7f0dcd

Observation 21837105-b3bb-434e-9bab-07be0cb9e2c4 · inbound

SpAArSIST: Sparsified AASIST for Efficient and Reliable Anti-Spoofing cites this paper.

SpAArSIST: Sparsified AASIST for Efficient and Reliable Anti-Spoofing ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-07-03T12:58:08.686723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-27T08:35:24.321197Z digest=sha256:13b113c5bcd24ee36562b84d2022fb2082a3c2690663987b8790395ea7b2f66e