Paper Citation Record · LEDGER

DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 22 inbound Pith citation observations for arXiv:2312.09767.

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

pith.paper-citation-record.v1
2312.09767 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 22 of 22 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 22 of 22 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T18:23:42.096812Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T21:46:15.567696Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 59433fa3-7ab4-4237-965d-87ed000e5eda · inbound

JoyVASA: Portrait and Animal Image Animation with Diffusion-Based Audio-Driven Facial Dynamics and Head Motion Generation cites this paper.

JoyVASA: Portrait and Animal Image Animation with Diffusion-Based Audio-Driven Facial Dynamics and Head Motion Generation DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-23T17:03:12.563841Z

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 e4c76726-3be6-4ffe-b96a-2c3f4646ce14 · inbound

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

Multimodal Diffusion Transformer with Memory Bank for Scalable Long-Duration Talking Video Generation DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-23T17:23:15.345266Z

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 ad011661-eb30-4f38-b868-0fa2e5831a66 · inbound

Towards Multimodal Empathetic Response Generation: A Rich Text-Speech-Vision Avatar-based Benchmark cites this paper.

Towards Multimodal Empathetic Response Generation: A Rich Text-Speech-Vision Avatar-based Benchmark DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T20:49:51.506385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac8f5de4-a582-4c54-9e15-4110675763a6 · inbound

Emotion Recognition and Generation: A Comprehensive Review of Face, Speech, and Text Modalities cites this paper.

Emotion Recognition and Generation: A Comprehensive Review of Face, Speech, and Text Modalities DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 121

Resolution: unresolved; no resolver link, observed 2026-08-09T18:23:42.096812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b524bad-e05e-4c5b-82cf-4f52c311a11b · inbound

SkyReels-Audio: Omni Audio-Conditioned Talking Portraits in Video Diffusion Transformers cites this paper.

SkyReels-Audio: Omni Audio-Conditioned Talking Portraits in Video Diffusion Transformers DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T12:01:07.552280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb2b6f1b-38bf-4588-8e9e-3f1e80c56545 · inbound

NTIRE 2025 XGC Quality Assessment Challenge: Methods and Results cites this paper.

NTIRE 2025 XGC Quality Assessment Challenge: Methods and Results DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:49.010442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 557aed13-f628-4c58-ba83-519d2bcb644d · inbound

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives cites this paper.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T05:53:39.932611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95a99982-148d-4c3b-9696-7897732094f0 · inbound

SyncTalk++: High-Fidelity and Efficient Synchronized Talking Heads Synthesis Using Gaussian Splatting cites this paper.

SyncTalk++: High-Fidelity and Efficient Synchronized Talking Heads Synthesis Using Gaussian Splatting DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:15:43.559742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 914f27cf-23b6-424b-8de6-87d67fa033e7 · inbound

MirrorMe: Towards Realtime and High Fidelity Audio-Driven Halfbody Animation cites this paper.

MirrorMe: Towards Realtime and High Fidelity Audio-Driven Halfbody Animation DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T22:15:08.419865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f26d6c43-0e8a-4147-8eca-c43287443d6f · inbound

JAM-Flow: Joint Audio-Motion Synthesis with Flow Matching cites this paper.

JAM-Flow: Joint Audio-Motion Synthesis with Flow Matching DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-22T00:50:51.035807Z

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 3d446572-f400-4b64-92f0-d6db6a9cd57a · inbound

MoDiT: Learning Highly Consistent 3D Motion Coefficients with Diffusion Transformer for Talking Head Generation cites this paper.

MoDiT: Learning Highly Consistent 3D Motion Coefficients with Diffusion Transformer for Talking Head Generation DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:20.504641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 288b8791-b9ae-48dd-b171-d59d1f9503f7 · inbound

Mask-Free Audio-driven Talking Face Generation for Enhanced Visual Quality and Identity Preservation cites this paper.

Mask-Free Audio-driven Talking Face Generation for Enhanced Visual Quality and Identity Preservation DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T13:10:19.601406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f647508e-8349-4959-be72-5874be2655b4 · inbound

Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads cites this paper.

Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T10:53:19.020094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3cc0341-9468-470c-8ff9-aba2f48ad25d · inbound

FantasyTalking2: Timestep-Layer Adaptive Preference Optimization for Audio-Driven Portrait Animation cites this paper.

FantasyTalking2: Timestep-Layer Adaptive Preference Optimization for Audio-Driven Portrait Animation DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T20:06:48.133326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f2707a4-8eb6-4427-833a-5c65644253e0 · inbound

Human Motion Video Generation: A Survey cites this paper.

Human Motion Video Generation: A Survey DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 158

Resolution: unresolved; no resolver link, observed 2026-08-05T10:36:57.394438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18ba8698-1e52-45ca-8930-12de44413092 · inbound

AV-EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Omni-modal LLMS with Audio-visual Cues cites this paper.

AV-EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Omni-modal LLMS with Audio-visual Cues DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T11:06:48.586938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91e59207-8b3d-409f-9592-f19c63a335b9 · inbound

THEval. Evaluation Framework for Talking Head Video Generation cites this paper.

THEval. Evaluation Framework for Talking Head Video Generation DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-21T19:04:19.299013Z

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 9cc16b93-bc6a-42a8-9538-a897b52e120c · inbound

Beyond Monologue: Interactive Talking-Listening Avatar Generation with Conversational Audio Context-Aware Kernels cites this paper.

Beyond Monologue: Interactive Talking-Listening Avatar Generation with Conversational Audio Context-Aware Kernels DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:56:01.777015Z

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 0a37b97b-61f8-4dc0-b117-95322f754809 · inbound

EAD-Net: Emotion-Aware Talking Head Generation with Spatial Refinement and Temporal Coherence cites this paper.

EAD-Net: Emotion-Aware Talking Head Generation with Spatial Refinement and Temporal Coherence DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:36:11.220707Z

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 008e79f9-6dda-4715-b264-bc208d659eeb · inbound

Hallo-Live: Real-Time Streaming Joint Audio-Video Avatar Generation with Asynchronous Dual-Stream and Human-Centric Preference Distillation cites this paper.

Hallo-Live: Real-Time Streaming Joint Audio-Video Avatar Generation with Asynchronous Dual-Stream and Human-Centric Preference Distillation DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:06:12.869767Z

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 2e44f674-51f3-4aea-8360-9a8502e88f09 · inbound

Test-Time Self-Adaptive Conditioning for Stable Audio-Driven Talking-Head Generation cites this paper.

Test-Time Self-Adaptive Conditioning for Stable Audio-Driven Talking-Head Generation DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:44:01.740133Z

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 7c599578-2d61-45ab-8844-5890e33e7856 · inbound

Temporally-Aligned Evaluation for Audio-Driven Talking Head Generation cites this paper.

Temporally-Aligned Evaluation for Audio-Driven Talking Head Generation DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T21:46:15.569027Z

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.