Paper Citation Record · LEDGER

t-DCF: a Detection Cost Function for the Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:1804.09618.

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

pith.paper-citation-record.v1
1804.09618 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:24:27.016654Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-15T22:06:43.320434Z

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 54780c3f-3dad-43f7-9090-bac8a15a54f8 · inbound

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings cites this paper.

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings t-DCF: a Detection Cost Function for the Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T05:50:48.215225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df9eb03b-5af6-451c-8efa-614b79a1f5a5 · inbound

FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning cites this paper.

FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning t-DCF: a Detection Cost Function for the Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T11:24:27.016654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d990f0ca-0df0-43ec-be19-2b1e7314c88a · inbound

Emoanti: audio anti-deepfake with refined emotion-guided representations cites this paper.

Emoanti: audio anti-deepfake with refined emotion-guided representations t-DCF: a Detection Cost Function for the Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T17:38:40.790770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73d1b906-1330-4614-9f85-2295b3452f67 · inbound

Interpreting Multi-Branch Anti-Spoofing Architectures: Correlating Internal Strategy with Empirical Performance cites this paper.

Interpreting Multi-Branch Anti-Spoofing Architectures: Correlating Internal Strategy with Empirical Performance t-DCF: a Detection Cost Function for the Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-15T22:06:43.323643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.