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Paper Citation Record · LEDGER

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

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 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 5 of 5 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T23:48:28.641087Z

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 4f6c72df-60b1-45f6-8575-4933289dd704 · inbound

Towards Explainable Spoofed Speech Attribution and Detection:a Probabilistic Approach for Characterizing Speech Synthesizer Components cites this paper.

Towards Explainable Spoofed Speech Attribution and Detection:a Probabilistic Approach for Characterizing Speech Synthesizer Components Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-08T23:48:28.641087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:48:28.641087Z digest=sha256:733d8397438d6a1b7d00c841aa915b1007a0f84b3c83855cf514868734ea6163

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.

source=pdf_text observed=2026-08-07T11:55:22.751688Z digest=sha256:e9f7fbd6e1a98e7cb47cf087964c6304117e3a096a7cca9ce064348780e6f1a9

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.

source=pdf_text observed=2026-08-07T11:51:11.040230Z digest=sha256:132262aa661445452e36212b1a3723c178ed81d6cad72c332dce73ff4d9771b5

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.

source=pdf_text observed=2026-08-06T19:12:10.291772Z digest=sha256:172920740b39b247b180659d4f16fe8cccee6a7eae4f9054223620e505eb4f47

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-10T00:34:30.978387Z digest=sha256:c8f0f7ad65dc41156f6bce09fa879cb45fd97726dad44a3ff2d6191e9b57fcb1