Paper Citation Record · LEDGER

WavLM model ensemble for audio deepfake detection

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2408.07414.

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

pith.paper-citation-record.v1
2408.07414 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:50:48.075055Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T07:47:44.702987Z

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 a06af3b5-01ee-4519-b38a-76fab1a3aef5 · 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 WavLM model ensemble for audio deepfake detection

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T05:50:48.075055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9da95ac2-a217-4bb4-a4d9-6e6fe9258e99 · inbound

HYFuse: Aligning Heterogeneous Speech Pre-Trained Representations in Hyperbolic Space for Speech Emotion Recognition cites this paper.

HYFuse: Aligning Heterogeneous Speech Pre-Trained Representations in Hyperbolic Space for Speech Emotion Recognition WavLM model ensemble for audio deepfake detection

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:08:53.306405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25ef03f3-339d-40be-abf2-bf3e200162ca · inbound

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems cites this paper.

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems WavLM model ensemble for audio deepfake detection

Reference 145

Resolution: unresolved; no resolver link, observed 2026-08-06T14:34:11.048410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feb007fc-eb21-461a-88b4-ddd136fd0aa0 · inbound

A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators cites this paper.

A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators WavLM model ensemble for audio deepfake detection

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-14T22:18:04.440243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0fa3142c-6fb1-4f43-b5b8-16aaf6531895 · inbound

Anchoring the Unknown: Open-Set Model Attribution via Proxy-Anchor Learning cites this paper.

Anchoring the Unknown: Open-Set Model Attribution via Proxy-Anchor Learning WavLM model ensemble for audio deepfake detection

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-03T07:47:44.704415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d3e81ba8-b50f-4be6-b405-609c7dba8aec · inbound

Multi-Backbone Self-Supervised Ensembles for Audio Deepfake Detection and a Cross-Track Analysis of Generation-Detection Asymmetry cites this paper.

Multi-Backbone Self-Supervised Ensembles for Audio Deepfake Detection and a Cross-Track Analysis of Generation-Detection Asymmetry WavLM model ensemble for audio deepfake detection

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T20:44:55.430727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.