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Paper Citation Record · LEDGER

AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2407.15850.

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

pith.paper-citation-record.v1
2407.15850 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 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:48:15.573298Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T18:26:07.904471Z

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 be953bc4-6c03-4eb8-8487-f0ea8c17fd8c · inbound

HuMoCon: Concept Discovery for Human Motion Understanding cites this paper.

HuMoCon: Concept Discovery for Human Motion Understanding AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-07T13:48:15.573298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:48:15.573298Z digest=sha256:d51108af45e723ba99940a4962ba248c762de514a99aefd6c33df2eae6fe9599

Observation c5e17b93-952c-4d3b-a5e4-d13db735a9b6 · inbound

Multimodal Large Language Model-Enabled Video Translation: A Role-Oriented Survey cites this paper.

Multimodal Large Language Model-Enabled Video Translation: A Role-Oriented Survey AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description

Reference 212

Resolution
verified exact
arxiv_id, observed 2026-05-11T08:30:56.904701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T16:36:33.264166Z digest=sha256:b25ae4177fa61086b5e4836c45d9fca34444342d7fcc3c01ff1640617cceac6e

Observation 0f746f3d-9751-4205-b73f-eda1020469f5 · inbound

Making AI Drafts Count: A Quality Threshold in Audio Description Workflows cites this paper.

Making AI Drafts Count: A Quality Threshold in Audio Description Workflows AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-05-11T18:26:07.914117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-08T16:07:12.813384Z digest=sha256:fa85063ac10a693ae3dc0bbd4d91dd4a2314467ad937e852716291faeaa9b988