Paper Citation Record · LEDGER

Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2412.17796.

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

pith.paper-citation-record.v1
2412.17796 v1

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 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:55:22.751688Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T00:34:47.254534Z

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 bdc98a69-0f02-49e3-ac08-6914e78cf405 · inbound

Source Tracing of Synthetic Speech Systems Through Paralinguistic Pre-Trained Representations cites this paper.

Source Tracing of Synthetic Speech Systems Through Paralinguistic Pre-Trained Representations Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:55:22.751688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 620f9e5c-8bd2-4289-90f8-8bc9f2f8eaeb · inbound

Attention Is Not Always the Answer: Optimizing Voice Activity Detection with Simple Feature Fusion cites this paper.

Attention Is Not Always the Answer: Optimizing Voice Activity Detection with Simple Feature Fusion Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:11.040230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adfc4e81-0ec7-4039-b49f-18abbbf58be9 · inbound

Open-Set Source Tracing of Audio Deepfake Systems cites this paper.

Open-Set Source Tracing of Audio Deepfake Systems Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T19:12:10.291772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d994f93-36d9-46d0-8cf6-8d74e121e930 · inbound

Indic-CodecFake meets SATYAM: Towards Detecting Neural Audio Codec Synthesized Speech Deepfakes in Indic Languages cites this paper.

Indic-CodecFake meets SATYAM: Towards Detecting Neural Audio Codec Synthesized Speech Deepfakes in Indic Languages Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution

Reference 112

Resolution: verified exact; arxiv_id, observed 2026-05-10T00:34:47.256022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.