Paper Citation Record · LEDGER

Democratizing High-Fidelity Co-Speech Gesture Video Generation

As of 22 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2507.06812.

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

pith.paper-citation-record.v1
2507.06812 v2

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:00:03.310121Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

54 of 54 outbound references displayed

verified exact0
verified fuzzy25
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e397a11e-3382-41e3-adb0-84f94fd59a98 · outbound

This paper cites Ahuja, D.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Ahuja, D

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:04.059275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7c969f93-a8e8-4f67-a2d7-d6185a9eda3a · outbound

This paper cites Karras, A.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Karras, A

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:04.046484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 11482555-022a-4990-b9f8-087d7a4d770c · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:04.033006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 62a937de-34cb-43a1-8381-b3fb3ccee329 · outbound

This paper cites Bookstein.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Bookstein

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:04.019948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f9ebc668-e5b7-4c6a-83c7-f66915019583 · outbound

This paper cites Tevet, S.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Tevet, S

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:04.006821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b7817e8d-0cb9-4123-a944-bb1798a1037e · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.994115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a40de607-8428-4c6d-92d2-ba4731c1cad1 · outbound

This paper cites Siarohin, O.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Siarohin, O

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.981425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5265bfc4-f43b-4c2d-99b1-c2b67808dde8 · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.968157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b8e5bc8f-4db7-4235-b5be-6572100b61d3 · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.955311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2c526cd3-e787-41b9-bc99-db1d54f7c13f · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.941921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9c15d8b5-bd42-4e7c-939b-2b6bb485fb46 · outbound

This paper cites Siarohin, S.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Siarohin, S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.927897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 78886055-ef8a-4699-98bc-bc2b5118b819 · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.913908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ff8dd3e8-5e7e-4239-afd4-32a124980e1e · outbound

This paper cites Vaswani, N.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Vaswani, N

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.900910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 62368d81-ca39-4d86-916a-dd05342ec179 · outbound

This paper cites Kingma, J.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Kingma, J

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.887961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ddfc9077-40da-48ef-bf8e-9e609caa3dfc · outbound

This paper cites Unterthiner, S.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unterthiner, S

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.875152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1496ff46-de19-45cb-a892-00199a308d9f · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.862274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4b53fd32-833b-46bd-a570-90a1f8a7afe7 · outbound

This paper cites Rombach, A.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Rombach, A

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.849737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 52a801c5-0f06-440c-acb7-8e69abf0a69f · outbound

This paper cites Hogue, C.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Hogue, C

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.836686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e5cc20d6-9ba5-4a43-b296-69f884f260c8 · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.823259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fb79a80b-6fa0-497a-b8a3-e938ce2adc0f · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.810373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 34a0be0b-598f-47d6-9197-ec10ffe4ad0e · outbound

This paper cites Zhang, J.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Zhang, J

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.797658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f10664eb-a17c-4376-b9b4-77b11e69f752 · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.784596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e69d6b9f-3fc6-46b4-b310-055204548e13 · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.771654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 55ba466d-8195-47bc-870d-cab19cd2a9c5 · outbound

This paper cites VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis.

Democratizing High-Fidelity Co-Speech Gesture Video Generation VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T19:00:03.193055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de539990-03fd-4b57-8892-8ed5e30ef364 · outbound

This paper cites Peebles, S.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Peebles, S

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.758497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4b6a3585-a1f0-4fc1-adab-350ea02e87f1 · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.745297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 189ab334-c7ae-4f2f-9403-c98ca6a93d0b · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.731716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6ffc950d-6cf4-4ce1-8dae-e627274dc68c · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.718798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 168d741f-a4b1-4368-833b-d68825b9bd04 · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.705580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d3a2f59b-41eb-4c04-b2ea-e7543a5acaef · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.692317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2754de39-7196-4eac-85f3-4a3bfcce0c74 · outbound

This paper cites Loper, N.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Loper, N

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.679593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 25af7d10-0aa2-48d9-9840-4572428cff8e · outbound

This paper cites Pavlakos, V.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Pavlakos, V

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.666187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 808b0200-c70c-4fe8-939c-3c3af0751ec1 · outbound

This paper cites Karras, T.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Karras, T

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.652655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 484fe708-2076-4b65-a7ba-6a3405ef1442 · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.638885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 44dbe658-cf0f-4d6d-a8f6-24f5ee19c135 · outbound

This paper cites Serengil, A.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Serengil, A

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.624485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5cc6a605-b13e-4383-bb00-65e0aaa4fb9a · outbound

This paper cites G ¨uler, N.

Democratizing High-Fidelity Co-Speech Gesture Video Generation G ¨uler, N

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.611641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 97db8ac1-5ee3-4747-aa2f-f93e2bf1619a · outbound

This paper cites Zhang, X.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Zhang, X

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.597481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2b7a5166-c530-4d93-928f-bb09d9a70d22 · outbound

This paper cites AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait Animation.

Democratizing High-Fidelity Co-Speech Gesture Video Generation AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait Animation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T19:00:03.247582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9142ff7-35b4-421e-ae4b-8c85b1a61115 · outbound

This paper cites Egger, W.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Egger, W

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.584838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0acbe176-d9fa-47d0-ac2d-4444dd998ee6 · outbound

This paper cites Heusel, H.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Heusel, H

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.572778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9a96e6d5-6c46-4561-a210-f735e3a79463 · outbound

This paper cites Multimodal Diffusion Transformer with Memory Bank for Scalable Long-Duration Talking Video Generation.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Multimodal Diffusion Transformer with Memory Bank for Scalable Long-Duration Talking Video Generation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T19:00:03.258656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d720ba92-a91d-4744-9194-d36f5b5d4616 · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.560127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 16627d71-ede3-4e22-9215-59f16931d47c · outbound

This paper cites GPT-4 Technical Report.

Democratizing High-Fidelity Co-Speech Gesture Video Generation GPT-4 Technical Report

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T19:00:03.266317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83e964ee-da08-4aeb-8445-3e09ab9675e7 · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.546255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 74484def-2e20-4f79-9e7f-0eb901c80a87 · outbound

This paper cites Plaquet, H.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Plaquet, H

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.533273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a2b315ce-53c9-4348-8c9d-90dd7601aece · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.520208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f28bcbca-7558-4ac4-bba2-fbcc0f4934ae · outbound

This paper cites Baevski, Y.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Baevski, Y

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.506410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6d7e2ef8-cdaa-4d35-88c0-2e1e20beef63 · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.493440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d0276baf-c198-4127-8785-ef343f310660 · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.478657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 29ff45fb-3beb-46c5-93dc-9f2fc4a7118e · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.463407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 38a67781-8d06-4e7b-bb61-3df53cf99e5f · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.449283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e2fa75d6-d3f8-42a5-9c91-eb558cd19c7a · outbound

This paper cites Huang, F.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Huang, F

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.435066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 75838da0-39d5-4ac9-910a-40a566ccfe56 · outbound

This paper cites an unresolved cited work.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:00:03.421887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6965c2cd-620c-4373-abf7-546499c6739d · outbound

This paper cites Hor ´e, D.

Democratizing High-Fidelity Co-Speech Gesture Video Generation Hor ´e, D

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:00:03.406622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.