Paper Citation Record · LEDGER

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads

As of 10 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2608.05218.

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

pith.paper-citation-record.v1
2608.05218 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:57:18.041219Z

measured 38 of 38 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 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

38 of 38 outbound references displayed

verified exact3
verified fuzzy6
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6eb8eb0a-2280-4702-89dc-ce476543ac32 · outbound

This paper cites GaussianSpeech: Audio-Driven Gaussian Avatars.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads GaussianSpeech: Audio-Driven Gaussian Avatars

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T17:57:17.913111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0b82d44-3af3-4e40-a9e0-a75eb484902c · outbound

This paper cites Blanz and T.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Blanz and T

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:57:18.718564Z

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 5304f025-9d3d-4e2d-b5e5-5bcea022e484 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.708992Z

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 d0323dbc-647d-44a2-a834-e3acfa797b35 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.699836Z

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 61ae920b-719c-43c2-9ed7-ef6db729acbf · outbound

This paper cites GSTalker: Real-time Audio-Driven Talking Face Generation via Deformable Gaussian Splatting.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads GSTalker: Real-time Audio-Driven Talking Face Generation via Deformable Gaussian Splatting

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T17:57:17.929131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76c582c9-3240-4d10-827e-071dc61b400d · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.690450Z

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 08b58096-9b1a-4501-bc7e-ca0a0559a405 · outbound

This paper cites Cudeiro, T.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Cudeiro, T

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:57:18.681161Z

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 d2656fdc-e149-4a37-aa99-852cdf3a7f33 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.671350Z

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 21d1fe06-0e7d-4cdf-a38d-491e457bd298 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.661684Z

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 5d83c618-daac-41d7-a520-c41906ac79da · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-08T17:57:18.419679Z

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 114bb10c-e5ee-496d-af19-344a517be382 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.652254Z

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 d6e3b495-161f-47da-b6e8-c2bf1d3eaa3f · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.642674Z

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 8a7d2310-5c5f-4a5b-9e1c-1050558827d7 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.632490Z

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 bca0cf88-01bf-465d-824c-240cb646e47a · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.621808Z

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 cd732fd6-fa44-450d-a323-a47afc262654 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.611458Z

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 e57bbea3-20dd-4f75-ab63-bff977a06aca · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 16

Resolution: verified exact; raw_fallback, observed 2026-08-08T17:57:18.349998Z

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 2b02d6fe-6445-4467-97e5-f36c270162b0 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.601631Z

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 544268c0-540f-435d-bffd-26fd1cb6cd6f · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.591400Z

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 f9bf590f-bb43-4767-8353-9f72a02f0c43 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T17:57:17.976269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd009427-a89f-4f78-a580-733baf895e71 · outbound

This paper cites Montrealforcedaligner:Trainabletext-speech alignment using kaldi.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Montrealforcedaligner:Trainabletext-speech alignment using kaldi

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:57:18.581353Z

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 c96f2f93-b9bd-4635-874e-c7911b2fae31 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T17:57:17.982877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6897078a-9074-4160-8964-2a8db4201c74 · outbound

This paper cites FREAK:Frequency-modulatedHigh-fidelityandReal-timeAudio-drivenTalkingPortraitSynthesis.In Proceedings of the 2025 International Conference on Multimedia Retrieval (ICMR ’25).

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads FREAK:Frequency-modulatedHigh-fidelityandReal-timeAudio-drivenTalkingPortraitSynthesis.In Proceedings of the 2025 International Conference on Multimedia Retrieval (ICMR ’25)

Reference 22

Resolution: metadata mismatch; raw_fallback, observed 2026-08-08T17:57:18.215659Z

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 1f9363ec-a7c0-4734-97bd-ecce37608581 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.565286Z

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 1e7fae79-3b29-4f86-bea0-d22c5add0e1e · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.555737Z

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 6cf952fc-2c6a-4ed8-a872-2ae4fb03a01b · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-08T17:57:18.070934Z

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 e51214fb-95ea-4a00-8a1e-f65047fa4745 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.546013Z

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 b16212aa-4099-4409-96a5-43aeb5d7df41 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T17:57:18.002146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec9ee0c8-61b5-465c-9854-e4154a0e0bf4 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.529558Z

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 f10718c1-9aa0-40ee-85bc-f83c1c0b9663 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.519634Z

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 082ffbd3-8530-4786-afad-78f53651199d · outbound

This paper cites GaussianHead: High-fidelity Head Avatars with Learnable Gaussian Derivation.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads GaussianHead: High-fidelity Head Avatars with Learnable Gaussian Derivation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T17:57:18.013015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 036ad215-976e-4988-a3d9-61087a2aefd1 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.509365Z

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 61be6a94-adcf-4af1-a05d-8103c0fa48e4 · outbound

This paper cites QCQP-Net: Reliably Learning Feasible Alternating Current Optimal Power Flow Solutions Under Constraints.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads QCQP-Net: Reliably Learning Feasible Alternating Current Optimal Power Flow Solutions Under Constraints

Reference 32

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T17:57:18.086584Z

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 c3575c28-5397-49a2-8192-c6508aefbd6c · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.498488Z

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 e4e928ee-88bd-436b-812f-331b7223c596 · outbound

This paper cites Theunreasonableeffectivenessof deepfeaturesasaperceptual metric.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Theunreasonableeffectivenessof deepfeaturesasaperceptual metric

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:57:18.487793Z

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 e89a0ee2-e079-47b2-89cd-2144b9f88349 · outbound

This paper cites Sadtalker:Learningrealistic3dmotion coefficients for stylized audio-driven single image talking face animation.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Sadtalker:Learningrealistic3dmotion coefficients for stylized audio-driven single image talking face animation

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:57:18.478107Z

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 71195ebb-6b20-4d4e-b890-91be6ce2fb5d · outbound

This paper cites Zhang, Z.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Zhang, Z

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:57:18.468282Z

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 3d0eddfc-6e4b-4178-b25c-0d8ef3dda531 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.458126Z

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 dcbf991c-9ee1-4072-9a64-322e45aa9283 · outbound

This paper cites an unresolved cited work.

PD-GS: Phoneme-Driven 3DGS for Audio-Driven Talking Heads Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:57:18.448724Z

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.

Pith citing papers

No inbound Pith citation observations are available.