Paper Citation Record · LEDGER

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis

As of 9 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2508.10566.

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

pith.paper-citation-record.v1
2508.10566 v3

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:23:52.980432Z

measured 33 of 33 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 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

33 of 33 outbound references displayed

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verified fuzzy26
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9be8d162-5f1a-48e6-a436-a2526d57a70c · outbound

This paper cites Openface 2.0: Facial behavior analysis toolkit.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Openface 2.0: Facial behavior analysis toolkit

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:57.823532Z

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.

Observation bfb99bc6-e204-4ec3-aad4-d9259f903570 · outbound

This paper cites A morphable model for the synthesis of 3d faces.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis A morphable model for the synthesis of 3d faces

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:57.646436Z

Source-reported events for the cited work

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Observation 51a6349f-d1ed-4f2f-844b-8abc5bb5ab29 · outbound

This paper cites A morphable model for the synthesis of 3d faces.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis A morphable model for the synthesis of 3d faces

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:57.443967Z

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Observation 2ad98d9a-f983-4a87-9987-b034dd74f716 · outbound

This paper cites Lip movements generation at a glance.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Lip movements generation at a glance

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:57.275070Z

Source-reported events for the cited work

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Observation 722b9970-7bc3-4e5c-956f-c8c483b267e0 · outbound

This paper cites Gaus- siantalker: Real-time high-fidelity talking head synthesis with audio-driven 3d gaussian splatting.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Gaus- siantalker: Real-time high-fidelity talking head synthesis with audio-driven 3d gaussian splatting

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:57.104449Z

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.

Observation 8ca06bde-a813-400e-81f7-a93e87dbf3d2 · outbound

This paper cites Generalizable and ani- matable gaussian head avatar, 2025.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Generalizable and ani- matable gaussian head avatar, 2025

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:56.831726Z

Source-reported events for the cited work

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Observation f8ae2f6f-fa7d-4da4-bfc4-c247f7652d1a · outbound

This paper cites Lip reading in the wild.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Lip reading in the wild

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:56.657397Z

Source-reported events for the cited work

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Observation 1b24a173-7bdf-49e7-b9cd-3cd07fc5abbd · outbound

This paper cites Out of time: auto- mated lip sync in the wild.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Out of time: auto- mated lip sync in the wild

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:56.456554Z

Source-reported events for the cited work

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Observation 3fa436dc-cdbe-4de8-b903-1986103aea25 · outbound

This paper cites Facial action coding system.Environmental Psychology & Nonverbal Behavior,.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Facial action coding system.Environmental Psychology & Nonverbal Behavior,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:56.292634Z

Source-reported events for the cited work

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Observation 4eaebfb2-4baa-44ab-9ab1-b51c96bc8d01 · outbound

This paper cites Monocular and generalizable gaussian talking head animation.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Monocular and generalizable gaussian talking head animation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:56.070403Z

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.

Observation cbccb63d-f2f0-4937-8ada-b845755e04ec · outbound

This paper cites Beyond self-attention: External attention using two linear layers for visual tasks.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(5):5436–5447, 2022.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Beyond self-attention: External attention using two linear layers for visual tasks.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(5):5436–5447, 2022

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:55.899164Z

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.

Observation be27c7d8-1577-4d6c-b806-c6956d8a671c · outbound

This paper cites Ad-nerf: Audio driven neural ra- diance fields for talking head synthesis.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Ad-nerf: Audio driven neural ra- diance fields for talking head synthesis

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:55.680819Z

Source-reported events for the cited work

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Observation f4b98128-934c-44e5-b2b2-5a6d7dd6dc0c · outbound

This paper cites Deep Speech: Scaling up end-to-end speech recognition.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Deep Speech: Scaling up end-to-end speech recognition

Reference 13

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Source-reported events for the cited work

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Observation 1c4bf9b9-bfe3-47dd-aafb-bca16ae209f8 · outbound

This paper cites 3d gaussian splatting for real-time radiance field rendering.ACM Transactions on Graphics, 42 (4), 2023.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis 3d gaussian splatting for real-time radiance field rendering.ACM Transactions on Graphics, 42 (4), 2023

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:55.459727Z

Source-reported events for the cited work

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Observation 60dde6c4-38fd-4165-8c5a-1086758e47bf · outbound

This paper cites Adam: A Method for Stochastic Optimization.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Adam: A Method for Stochastic Optimization

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T20:23:51.834726Z

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Observation 6aaf3b7f-2bf7-4ca3-91ff-563dbdcac839 · outbound

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HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:23:55.253319Z

Source-reported events for the cited work

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Observation ce4a03eb-25ad-42b9-8dbf-2a63420d1b69 · outbound

This paper cites Ef- ficient region-aware neural radiance fields for high-fidelity talking portrait synthesis.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Ef- ficient region-aware neural radiance fields for high-fidelity talking portrait synthesis

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:55.079838Z

Source-reported events for the cited work

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Observation 5f6a9738-8966-451a-a28c-b1b31bdcf5a1 · outbound

This paper cites Talkinggaussian: Structure-persistent 3d talking head synthesis via gaussian splatting.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Talkinggaussian: Structure-persistent 3d talking head synthesis via gaussian splatting

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:54.922441Z

Source-reported events for the cited work

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Observation 8f245418-631d-4205-a9a9-d1b9d485dc96 · outbound

This paper cites Instag: Learning personalized 3d talking head from few-second video.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Instag: Learning personalized 3d talking head from few-second video

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:54.725824Z

Source-reported events for the cited work

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Observation 911c665e-52a4-4b84-b467-439c5306a771 · outbound

This paper cites Decoupled weight de- cay regularization.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Decoupled weight de- cay regularization

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T20:23:52.159983Z

Source-reported events for the cited work

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Observation 921af4c2-181f-410e-b2ee-4eaaf47a5ee2 · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view syn- thesis.Communications of the ACM, 65(1):99–106, 2021.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Nerf: Representing scenes as neural radiance fields for view syn- thesis.Communications of the ACM, 65(1):99–106, 2021

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T20:23:52.214274Z

Source-reported events for the cited work

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Observation 2140df8f-5e69-42f3-a18c-aaaa550926c4 · outbound

This paper cites Synctalk: The devil is in the synchronization for talking head synthesis.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Synctalk: The devil is in the synchronization for talking head synthesis

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:54.550024Z

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Observation 8109fb47-85af-4506-bdf1-7b5b10e83fc4 · outbound

This paper cites A lip sync expert is all you need for speech to lip generation in the wild.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis A lip sync expert is all you need for speech to lip generation in the wild

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:54.360498Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation db031e85-a59a-4858-aa38-6cda160e7abb · outbound

This paper cites Facial action coding system.Environmental Psychology & Nonverbal Behavior, 1, 2015.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Facial action coding system.Environmental Psychology & Nonverbal Behavior, 1, 2015

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:54.213839Z

Source-reported events for the cited work

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Observation 19b8ed82-0855-4c3a-8b3f-95ad11660669 · outbound

This paper cites Real-time Neural Radiance Talking Portrait Synthesis via Audio-spatial Decomposition.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Real-time Neural Radiance Talking Portrait Synthesis via Audio-spatial Decomposition

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T20:23:52.498086Z

Source-reported events for the cited work

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Observation ee1803ff-5773-4f6b-acc9-daccfd91cf29 · outbound

This paper cites Seeing what you said: Talking face genera- tion guided by a lip reading expert.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Seeing what you said: Talking face genera- tion guided by a lip reading expert

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:54.070994Z

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.

Observation fb0bd39b-06cb-4e10-8f81-26429e6ae4fa · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.IEEE Transactions on Image Process- ing, 13(4):600–612, 2004.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Image quality assessment: from error visibility to structural similarity.IEEE Transactions on Image Process- ing, 13(4):600–612, 2004

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:53.916238Z

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.

Observation 8f189a74-9219-4d6b-b466-c10873dfc34d · outbound

This paper cites Geneface: Generalized and high-fidelity audio-driven 3d talking face synthesis.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Geneface: Generalized and high-fidelity audio-driven 3d talking face synthesis

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:53.744748Z

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.

Observation e61bd745-e9a1-45d3-ac4a-4362c9d07ae3 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis The unreasonable effectiveness of deep features as a perceptual metric

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:53.593170Z

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.

Observation 82fe8876-c3b4-4530-abc9-11bd8f3cc70f · outbound

This paper cites Sadtalker: Learning realistic 3d motion coefficients for stylized audio- driven single image talking face animation.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Sadtalker: Learning realistic 3d motion coefficients for stylized audio- driven single image talking face animation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:53.442457Z

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.

Observation 3f9f2f41-0c00-4995-a103-8103cd4fcc55 · outbound

This paper cites Dinet: Deformation inpainting network for realistic face visually dubbing on high resolution video.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Dinet: Deformation inpainting network for realistic face visually dubbing on high resolution video

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:53.303808Z

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.

Observation 5cf28392-1eb7-408b-b578-0865d088a583 · outbound

This paper cites Identity- preserving talking face generation with landmark and ap- pearance priors.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Identity- preserving talking face generation with landmark and ap- pearance priors

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:23:53.146284Z

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.

Observation 34d2b8bb-59ec-46d4-9028-3eb00fb98ebf · outbound

This paper cites an unresolved cited work.

HM-Talker: Hybrid Motion Modeling for High-Fidelity Talking Head Synthesis Unresolved cited work

Reference 103

Resolution: parse uncertain; raw_fallback, observed 2026-08-05T20:23:56.608009Z

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.

Pith citing papers

No inbound Pith citation observations are available.