Pith. sign in

Paper Citation Record · LEDGER

Voice Spoofing Countermeasures: Taxonomy, State-of-the-art, experimental analysis of generalizability, open challenges, and the way forward

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2210.00417.

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

pith.paper-citation-record.v1
2210.00417 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 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T04:35:12.152033Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T00:22:27.850788Z

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 bd5c35b0-df57-4361-ba6b-ea146316021a · inbound

Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection cites this paper.

Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection Voice Spoofing Countermeasures: Taxonomy, State-of-the-art, experimental analysis of generalizability, open challenges, and the way forward

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-09T04:35:12.152033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T04:35:12.152033Z digest=sha256:ee8005e596682f2704af025c220780d5861de0fd3a19c4ba8b372c2c575265bd

Observation 2da925df-1ecc-429f-9a81-c75e52e55b1c · inbound

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking cites this paper.

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Voice Spoofing Countermeasures: Taxonomy, State-of-the-art, experimental analysis of generalizability, open challenges, and the way forward

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T13:30:20.894753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:30:20.894753Z digest=sha256:8873c58436cc703246a76b35ba41e16ad177eb2a164955f0a9053864f98e2526

Observation 06d63d74-52f3-4262-b1e1-6d20e8a47b05 · inbound

Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning Models cites this paper.

Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning Models Voice Spoofing Countermeasures: Taxonomy, State-of-the-art, experimental analysis of generalizability, open challenges, and the way forward

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-07T00:22:27.925357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T00:22:23.384785Z digest=sha256:c573f661034927f47a7fd595f8a16035830817ee6cfb93d892364ef658b3cb16

Observation 520d173b-1a37-4174-a272-65d50c447e63 · inbound

Leveraging Gradient Reversal Loss and Multitask Learning for Datasets-Aware Audio Deepfake Detection cites this paper.

Leveraging Gradient Reversal Loss and Multitask Learning for Datasets-Aware Audio Deepfake Detection Voice Spoofing Countermeasures: Taxonomy, State-of-the-art, experimental analysis of generalizability, open challenges, and the way forward

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-31T23:27:00.126694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:27:00.126694Z digest=sha256:0746d960c00c4eeff397474082831630dc333b8116d85679a65fc383c33ac892