Paper Citation Record · LEDGER

Pitch Imperfect: Detecting Audio Deepfakes Through Acoustic Prosodic Analysis

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2502.14726.

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

pith.paper-citation-record.v1
2502.14726 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 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:50:20.973529Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T18:58:08.976372Z

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 2ba17da6-1a7e-4ac8-85ee-ddd438cdb4f1 · inbound

If It's Good Enough for You, It's Good Enough for Me: Transferability of Audio Sufficiencies across Models cites this paper.

If It's Good Enough for You, It's Good Enough for Me: Transferability of Audio Sufficiencies across Models Pitch Imperfect: Detecting Audio Deepfakes Through Acoustic Prosodic Analysis

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:58:08.977842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 671f2b13-b9ff-49f7-a151-da80a7cc0bc6 · inbound

ProSDD: Learning Prosodic Representations for Speech Deepfake Detection against Expressive and Emotional Attacks cites this paper.

ProSDD: Learning Prosodic Representations for Speech Deepfake Detection against Expressive and Emotional Attacks Pitch Imperfect: Detecting Audio Deepfakes Through Acoustic Prosodic Analysis

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:35:26.568518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1de197a8-1a37-41a6-8e91-a5d50ce7620b · inbound

MOSAIC: Interpretable Multi-Token Cross-Attention of Biophonetic and Self-Supervised Representations for Unified Voice Anti-Spoofing cites this paper.

MOSAIC: Interpretable Multi-Token Cross-Attention of Biophonetic and Self-Supervised Representations for Unified Voice Anti-Spoofing Pitch Imperfect: Detecting Audio Deepfakes Through Acoustic Prosodic Analysis

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T20:10:31.150625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2c06744-c406-4c70-82d6-e12bb10bd05d · inbound

AffectDF: The Most Comprehensive Benchmark for Speech Deepfake Detection against Emotionally Expressive Attacks cites this paper.

AffectDF: The Most Comprehensive Benchmark for Speech Deepfake Detection against Emotionally Expressive Attacks Pitch Imperfect: Detecting Audio Deepfakes Through Acoustic Prosodic Analysis

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T11:50:20.973529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.