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Paper Citation Record · LEDGER

Raw Differentiable Architecture Search for Speech Deepfake and Spoofing Detection

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2107.12212.

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

pith.paper-citation-record.v1
2107.12212 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:38:07.288465Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-24T04:36:00.866680Z

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 01a941be-295e-4c94-8135-e3d9d40784a8 · inbound

MLAAD: The Multi-Language Audio Anti-Spoofing Dataset cites this paper.

MLAAD: The Multi-Language Audio Anti-Spoofing Dataset Raw Differentiable Architecture Search for Speech Deepfake and Spoofing Detection

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-24T04:36:00.869438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-24T04:34:59.205522Z digest=sha256:90ee7707df60ca6a59d3da4d353797de1501927af03c1bcc0567d8add963055d

Observation 894cf0b2-270f-493e-bf18-f484c7a5b185 · inbound

Two Views, One Truth: Spectral and Self-Supervised Features Fusion for Robust Speech Deepfake Detection cites this paper.

Two Views, One Truth: Spectral and Self-Supervised Features Fusion for Robust Speech Deepfake Detection Raw Differentiable Architecture Search for Speech Deepfake and Spoofing Detection

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T13:38:07.288465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:38:07.288465Z digest=sha256:99c768a1ed19e6ae89b868382e10dfa9a25c1621393e75d637110a9166ccc2ef