Paper Citation Record · LEDGER

Detecting Deepfake Talking Heads from Facial Biometric Anomalies

As of 13 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2507.08917.

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

pith.paper-citation-record.v1
2507.08917 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:15:07.649828Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

verified exact1
verified fuzzy17
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a1e1bc3-8b69-4e69-9129-8e9d1e0670c7 · outbound

This paper cites Afchar, V.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Afchar, V

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:15.002407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c72e8be4-8859-49e0-934d-05e0c92479f3 · outbound

This paper cites Agarwal, H.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Agarwal, H

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:14.815347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 50566369-b83a-44e6-8673-9121a72ba2b4 · outbound

This paper cites Agarwal, H.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Agarwal, H

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:14.677578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ed907440-3851-46c2-95cb-124455d2af2d · outbound

This paper cites Amerini, L.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Amerini, L

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:14.529680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 72b0cfbe-7353-41a3-9dbd-079ae8cb2d0c · outbound

This paper cites Barni, M.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Barni, M

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:14.322129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 53085f3d-525a-4862-a9eb-c2c18288e427 · outbound

This paper cites The DeepSpeak Dataset.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies The DeepSpeak Dataset

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T18:15:03.362981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bffdd09d-8477-474f-976f-d5f98f614166 · outbound

This paper cites Bohacek and H.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Bohacek and H

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:14.128202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d6c84154-941e-4f2a-b74b-cfdd4252261e · outbound

This paper cites Chen and C.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Chen and C

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:13.989751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a55f4b89-9ebc-4f7b-88b7-e411697c3430 · outbound

This paper cites Cheng, Y.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Cheng, Y

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:13.844048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4c67c2a5-69e0-44df-af01-341e58782e93 · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:13.673429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a82e5fb8-64dd-4cd0-abe1-54298a8b1bae · outbound

This paper cites Cozzolino, A.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Cozzolino, A

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:13.458916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f47cd50f-8f18-4e52-857f-1e3f322a22b7 · outbound

This paper cites Dathathri, A.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Dathathri, A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:13.260823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 44bf3b3b-dc4f-47ce-b16d-19cd7226c392 · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:13.074213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e463ec61-4b33-45ce-b601-ed7e28b004a0 · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:12.928977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8561e836-5676-42bd-ae51-4e42e1ead2af · outbound

This paper cites Identity-Driven DeepFake Detection.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Identity-Driven DeepFake Detection

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:15:07.986915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5ed8b4b1-b60d-4b3f-a253-dc3cd2e0b26f · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:12.780023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2d1f6868-94fa-4530-bfd9-37fe505ccb20 · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:12.638556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4f684ffa-92c9-4e68-acd5-a7ca741e6d96 · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:12.519380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9dc0d525-806e-4e06-aacf-6953439553c0 · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:12.347357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c6dbe2e6-daae-42c4-8cdf-673051724fd8 · outbound

This paper cites Komkov and A.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Komkov and A

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:12.172103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b9af6c96-f6c8-4709-9954-f701d32e935f · outbound

This paper cites Face X-ray for More General Face Forgery Detection.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Face X-ray for More General Face Forgery Detection

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T18:15:04.944341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfa5388f-9937-4331-aafb-77f14d503284 · outbound

This paper cites Li, M.-C.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Li, M.-C

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:11.960683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 12ebafa7-d3e9-4643-bb5a-c99bfae1b940 · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:11.729603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bfddcff5-c046-4b61-96cd-39e6e9f5eb8f · outbound

This paper cites Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T18:15:05.455995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 596c0b46-734b-4ed0-90d0-831faf80ce32 · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:11.573086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 80f6a2be-4ec5-4e0a-9a7e-d4222a92e89a · outbound

This paper cites Lugaresi, J.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Lugaresi, J

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:11.425861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ee50f342-3e57-41c6-ba7d-f0585c6ae80a · outbound

This paper cites Naskar, S.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Naskar, S

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:11.215776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0fdc02d0-bdf1-462c-9559-7fb4dad7c3fa · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:10.930862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a7a0a81a-d083-4785-9329-853c13df2e7a · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:10.731576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7dd157e8-6096-427d-91c8-bbeaf25cd8d2 · outbound

This paper cites Nirkin, Y.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Nirkin, Y

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:10.461469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 96230dfb-97d0-40df-a1fa-d683670b9c5a · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:10.262118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f4496932-6de2-41d2-8235-bd0324b18b98 · outbound

This paper cites Suwajanakorn, S.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Suwajanakorn, S

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:10.026781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3c0ae52c-ca1a-4d4e-a046-6c240741450e · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:09.662508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ef401809-fcbc-4480-a234-e03db457dec1 · outbound

This paper cites Thies, M.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Thies, M

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:15:09.350911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation db8b4ea1-cd90-4a1b-838e-2469c2a90ccb · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:09.058273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 22794942-7cbd-41ae-b4da-5d2b576ae6cc · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:08.715371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b4dd5dbe-5dda-4565-84dc-f39d54a0c32e · outbound

This paper cites an unresolved cited work.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:15:08.367379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.