Paper Citation Record · LEDGER

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens

As of 21 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2605.31294.

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

pith.paper-citation-record.v1
2605.31294 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T22:45:39.443440Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

44 of 44 outbound references displayed

verified exact4
verified fuzzy0
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 238f65e8-cfd0-4a26-9957-7a4733319a1c · outbound

This paper cites an unresolved cited work.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62fac434-eb11-4576-8a5c-137dd0a46e75 · outbound

This paper cites Distributed by Warner Bros.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Distributed by Warner Bros

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbd75caa-c90c-48b8-bc4b-f1eb4b076a1b · outbound

This paper cites Gesturediffu- clip: Gesture diffusion model with clip latents.ACM Trans.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Gesturediffu- clip: Gesture diffusion model with clip latents.ACM Trans

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5779646-f04e-4321-b3a1-3406597830be · outbound

This paper cites wav2vec 2.0: a framework for self-supervised learning of speech representations.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens wav2vec 2.0: a framework for self-supervised learning of speech representations

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3532c69-855b-40a1-b1c8-d71ee4263583 · outbound

This paper cites WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3a26bec-6bf7-4ffc-934d-f9004d3e69be · outbound

This paper cites Cohen and Dominic W.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Cohen and Dominic W

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e791cee-e7e1-48d0-a22e-f06f8b8e55d7 · outbound

This paper cites Emotional speech-driven animation with content-emotion disentangle- ment.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Emotional speech-driven animation with content-emotion disentangle- ment

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4772aacd-727b-45ab-8376-35d1485ee341 · outbound

This paper cites Moshi: a speech-text foundation model for real-time dialogue.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Moshi: a speech-text foundation model for real-time dialogue

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-07-01T19:25:59.875366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3572fb52-23a1-45dc-8585-94bfc1396daa · outbound

This paper cites CosyV oice: A Scalable Multilin- gual Zero-shot Text-to-speech Synthesizer based on Super- vised Semantic Tokens.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens CosyV oice: A Scalable Multilin- gual Zero-shot Text-to-speech Synthesizer based on Super- vised Semantic Tokens

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab9c697c-b568-4e20-8332-32449bde583a · outbound

This paper cites High Fidelity Neural Audio Compression.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens High Fidelity Neural Audio Compression

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54215726-8171-4e03-b9e1-15f1807f9e64 · outbound

This paper cites JALI: an animator-centric viseme model for expres- sive lip synchronization.ACM Transactions on Graphics, 35 (4):1–11, 2016.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens JALI: an animator-centric viseme model for expres- sive lip synchronization.ACM Transactions on Graphics, 35 (4):1–11, 2016

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c1e6fb2-4506-4646-b577-744c0bd4a6df · outbound

This paper cites Jali-driven expressive facial animation and multilin- gual speech in cyberpunk 2077.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Jali-driven expressive facial animation and multilin- gual speech in cyberpunk 2077

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d237f36a-daad-46c6-a01e-272f84860120 · outbound

This paper cites Papka, Sanjif Shanmugavelu, Darshan Gandhi, Hengyu Zhao, Dun Ma, Kiran Ranganath, Rick Weisner, Jiunn-yeu Chen, Yuting Yang, Natalia Vas- silieva, Bin C.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Papka, Sanjif Shanmugavelu, Darshan Gandhi, Hengyu Zhao, Dun Ma, Kiran Ranganath, Rick Weisner, Jiunn-yeu Chen, Yuting Yang, Natalia Vas- silieva, Bin C

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cd5da28-e73a-4841-b2a2-47e90f21f24b · outbound

This paper cites Faceformer: Speech-driven 3d facial anima- tion with transformers.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Faceformer: Speech-driven 3d facial anima- tion with transformers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a43b7391-d3e0-4f63-9793-c00a05313c7a · outbound

This paper cites LLaMA-Omni: Seamless Speech Interaction with Large Language Models.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:25:59.872963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation abb55630-1a12-4b13-8d71-a9c68bac0533 · outbound

This paper cites Tiny is not small enough: High quality, low- resource facial animation through hybrid knowledge distil- lation.ACM Trans.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Tiny is not small enough: High quality, low- resource facial animation through hybrid knowledge distil- lation.ACM Trans

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f6a6edd-df17-4537-864c-70369f204574 · outbound

This paper cites Classifier-free diffusion guidance, 2022.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Classifier-free diffusion guidance, 2022

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05df52ea-6355-4b7f-907a-066a59850658 · outbound

This paper cites HuBERT: Self-Supervised Speech Representa- tion Learning by Masked Prediction of Hidden Units.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens HuBERT: Self-Supervised Speech Representa- tion Learning by Masked Prediction of Hidden Units

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a41fa6a5-1451-481f-a4ac-bd38485d0055 · outbound

This paper cites Speed- aware audio-driven speech animation using adaptive win- dows.ACM Transactions on Graphics, 44(1):1–14, 2024.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Speed- aware audio-driven speech animation using adaptive win- dows.ACM Transactions on Graphics, 44(1):1–14, 2024

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efda1815-324f-4f86-b2a5-ed21a5b461e8 · outbound

This paper cites Audio-driven facial animation by joint end- to-end learning of pose and emotion.ACM Trans.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Audio-driven facial animation by joint end- to-end learning of pose and emotion.ACM Trans

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ca5f8fd-2dd8-44eb-8ea6-d08fca1f832f · outbound

This paper cites Audio Driven Real-Time Facial Animation for Social Telep- resence.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Audio Driven Real-Time Facial Animation for Social Telep- resence

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d9d66ad-16ec-46bf-a3b5-bd40822786e5 · outbound

This paper cites Ditto: Motion-Space Diffusion for Control- lable Realtime Talking Head Synthesis.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Ditto: Motion-Space Diffusion for Control- lable Realtime Talking Head Synthesis

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79d377d4-9e4a-42c7-98b9-25a8f6d0c32e · outbound

This paper cites an unresolved cited work.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aa55d09-f1d0-469c-b029-c07b142a810c · outbound

This paper cites an unresolved cited work.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3410bfb-594d-426b-bda8-2721f33ee2d6 · outbound

This paper cites Medtalk: Multimodal controlled 3d facial animation with dynamic emotions by disentangled embed- ding.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Medtalk: Multimodal controlled 3d facial animation with dynamic emotions by disentangled embed- ding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79612e0c-73df-4be6-bc9c-b3919089cbdd · outbound

This paper cites an unresolved cited work.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07dfb8f3-ff33-4cea-abdc-4f6a4d9a3e96 · outbound

This paper cites Learning to Listen: Modeling Non-Deterministic Dyadic Facial Motion.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Learning to Listen: Modeling Non-Deterministic Dyadic Facial Motion

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9be75481-cf9d-4e5e-8798-347fafcece5d · outbound

This paper cites S3: Speech, Script and Scene driven Head and Eye Animation.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens S3: Speech, Script and Scene driven Head and Eye Animation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d82dc12-564a-4c37-b2ed-70bb7f0fd9e2 · outbound

This paper cites Model See Model Do: Speech-Driven Facial Animation with Style Control.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Model See Model Do: Speech-Driven Facial Animation with Style Control

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 291209c5-c984-4049-9279-e81a58391cd1 · outbound

This paper cites VOCAL: V owel and Consonant Layering for Expres- sive Animator-Centric Singing Animation.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens VOCAL: V owel and Consonant Layering for Expres- sive Animator-Centric Singing Animation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b52de19-93b2-47e4-8cf0-d8f8c09167df · outbound

This paper cites Emotalk: Speech-driven emotional disentanglement for 3d face anima- tion.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Emotalk: Speech-driven emotional disentanglement for 3d face anima- tion

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32263147-47ed-47dd-9f1b-642f2e349f99 · outbound

This paper cites MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:25:59.878239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 967994d3-5c40-4bf5-842d-817651597e48 · outbound

This paper cites Facediffuser: Speech-driven 3d facial animation synthesis using diffusion.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Facediffuser: Speech-driven 3d facial animation synthesis using diffusion

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90065ea2-fb1a-4410-8037-b2c763e14fe5 · outbound

This paper cites Diffposetalk: Speech-driven stylistic 3d facial animation and head pose generation via diffusion models.ACM Transactions on Graphics (TOG), 43(4):1–9, 2024.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Diffposetalk: Speech-driven stylistic 3d facial animation and head pose generation via diffusion models.ACM Transactions on Graphics (TOG), 43(4):1–9, 2024

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52bde93e-af66-4805-b399-951e31defd30 · outbound

This paper cites Turn-taking and Backchannel Pre- diction with Acoustic and Large Language Model Fusion.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Turn-taking and Backchannel Pre- diction with Acoustic and Large Language Model Fusion

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44551fb8-e48a-4d2a-ae1d-92cf84f5b19e · outbound

This paper cites Mini-Omni2: Towards Open- source GPT-4o with Vision, Speech and Duplex Capabilities.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Mini-Omni2: Towards Open- source GPT-4o with Vision, Speech and Duplex Capabilities

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0104c4ab-a40e-4fce-9807-77c703ecd44d · outbound

This paper cites CodeTalker: Speech- Driven 3D Facial Animation with Discrete Motion Prior.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens CodeTalker: Speech- Driven 3D Facial Animation with Discrete Motion Prior

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3451b55e-0307-477a-9c11-d0d79c910593 · outbound

This paper cites Qwen3-Omni Technical Report.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Qwen3-Omni Technical Report

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f6bdf2e-4e14-4bb1-b8fc-ead13aa08ea3 · outbound

This paper cites SoundStream: An End- to-End Neural Audio Codec.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens SoundStream: An End- to-End Neural Audio Codec

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81eba8c8-9cd8-481e-9cd2-2950c9081ecf · outbound

This paper cites GLM-4-V oice: Towards Intelligent and Human-Like End-to- End Spoken Chatbot.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens GLM-4-V oice: Towards Intelligent and Human-Like End-to- End Spoken Chatbot

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88007d3d-7bfe-4564-ac77-bf6a81eed46a · outbound

This paper cites SpeechGPT: Empow- ering Large Language Models with Intrinsic Cross-Modal Conversational Abilities,.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens SpeechGPT: Empow- ering Large Language Models with Intrinsic Cross-Modal Conversational Abilities,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e21ec83-4b02-455c-bbde-4dc4cebada0c · outbound

This paper cites MuseTalk: Real-Time High-Fidelity Video Dubbing via Spatio-Temporal Sampling,.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens MuseTalk: Real-Time High-Fidelity Video Dubbing via Spatio-Temporal Sampling,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bce2bbe5-805f-4ba4-b43a-2e806622f345 · outbound

This paper cites Flow-guided one-shot talking face generation with a high-resolution audio-visual dataset.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Flow-guided one-shot talking face generation with a high-resolution audio-visual dataset

Reference 43

Resolution: unresolved; no resolver link, observed 2026-06-28T22:45:39.443440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6463b96a-c5fd-4f12-8615-7bbbc3e40e76 · outbound

This paper cites Media2Face: Co-speech Facial Animation Generation With Multi-Modality Guidance.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens Media2Face: Co-speech Facial Animation Generation With Multi-Modality Guidance

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:25:59.870529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.