Paper Citation Record · LEDGER

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation

As of 9 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2509.20128.

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

pith.paper-citation-record.v1
2509.20128 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-18T14:18:02.076576Z

measured 32 of 32 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T14:18:02.076576Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-18T14:21:28.416903Z

Reference resolution

31 of 31 outbound references displayed

verified exact1
verified fuzzy25
unresolved3
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb3ed498-689b-41fc-b7e1-efa123530228 · outbound

This paper cites KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T14:21:28.419042Z

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 524236a2-c7a1-4ce4-893b-6c9f7f13bd94 · outbound

This paper cites an unresolved cited work.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-18T14:22:40.870577Z

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 14298c15-b4c2-4b14-ae3c-182f77e4ca19 · outbound

This paper cites Dataset We train and evaluate our model on two benchmarks.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Dataset We train and evaluate our model on two benchmarks

Reference 3

Resolution: malformed identifier; raw_fallback, observed 2026-05-18T14:22:40.862010Z

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 d6425d6b-ceee-4d6f-8f3c-03fd823e1784 · outbound

This paper cites an unresolved cited work.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-18T14:22:40.865213Z

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 1c9ed7f2-7038-438f-9ee1-122cb4a34e54 · outbound

This paper cites an unresolved cited work.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-18T14:22:40.823338Z

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 fa464dfa-eaa9-437d-adbc-9de5b15d5c7f · outbound

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

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Facediffuser: Speech- driven 3d facial animation synthesis using diffusion

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.837800Z

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 1223e6a9-01d4-4471-8fd8-0e2ba71ed2f5 · outbound

This paper cites Difftalk: Crafting diffusion models for generalized audio- driven portraits animation.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Difftalk: Crafting diffusion models for generalized audio- driven portraits animation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.809585Z

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 56562c9d-a4e3-488b-9d83-2ceeb5410941 · outbound

This paper cites DiffSpeaker: Speech-Driven 3D Facial Animation with Diffusion Transformer.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation DiffSpeaker: Speech-Driven 3D Facial Animation with Diffusion Transformer

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-18T14:21:28.415049Z

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 7d31c9a5-3cca-4099-9c66-8b439395e30b · outbound

This paper cites Emotivetalk: Ex- pressive talking head generation through audio information de- coupling and emotional video diffusion.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Emotivetalk: Ex- pressive talking head generation through audio information de- coupling and emotional video diffusion

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.805335Z

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 eefb76c7-2aeb-43b9-8a5b-05ef2b929d1f · outbound

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

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Sadtalker: Learning realistic 3d motion coefficients for stylized audio-driven single image talking face animation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.799341Z

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 4c23ca70-4119-46f6-b3f5-e1dbc91596bf · outbound

This paper cites Synctalk: The devil is in the synchro- nization for talking head synthesis.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Synctalk: The devil is in the synchro- nization for talking head synthesis

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.924511Z

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 4075752b-5b85-4d09-bc8e-aba6af630474 · outbound

This paper cites Prosodytalker: 3d visual speech animation via prosody de- composition.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Prosodytalker: 3d visual speech animation via prosody de- composition

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.920557Z

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 41225913-770f-4596-b402-a9bcc0d97999 · outbound

This paper cites Keyface: Expressive audio-driven facial animation for long sequences via keyframe interpolation.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Keyface: Expressive audio-driven facial animation for long sequences via keyframe interpolation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.916558Z

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 a7a3b5e2-9c9c-4751-a504-daf40d7dae21 · outbound

This paper cites Speak: Speech-driven pose and emotion- adjustable talking head generation.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Speak: Speech-driven pose and emotion- adjustable talking head generation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.913070Z

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 29bd2907-6bf2-4142-8af7-a179eb30449d · outbound

This paper cites Fd2talk: Towards gener- alized talking head generation with facial decoupled diffusion model.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Fd2talk: Towards gener- alized talking head generation with facial decoupled diffusion model

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.909664Z

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 e66ee7f3-c55a-4a14-8053-eb40964e37bd · outbound

This paper cites Learning an animatable detailed 3d face model from in-the-wild images.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Learning an animatable detailed 3d face model from in-the-wild images

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.905080Z

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 da8c9033-b841-4664-b959-90a603d48439 · outbound

This paper cites Disco- head: audio-and-video-driven talking head generation by dis- entangled control of head pose and facial expressions.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Disco- head: audio-and-video-driven talking head generation by dis- entangled control of head pose and facial expressions

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.900229Z

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 8f62fb29-327d-45b3-98ca-ec67218cc8bd · outbound

This paper cites Nerf-3dtalker: Neural radiance field with 3d prior aided audio disentanglement for talking head syn- thesis.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Nerf-3dtalker: Neural radiance field with 3d prior aided audio disentanglement for talking head syn- thesis

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.896595Z

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 8ab9707f-82e6-449a-82c1-25603f0328b2 · outbound

This paper cites wav2vec: Unsupervised pre-training for speech recognition.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation wav2vec: Unsupervised pre-training for speech recognition

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.892830Z

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 dc6a7aa7-8566-4c2b-9638-1c258428a924 · outbound

This paper cites Spsinger: Multi-singer singing voice synthesis with short reference prompt.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Spsinger: Multi-singer singing voice synthesis with short reference prompt

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.887342Z

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 c2560861-549d-47fe-b38d-d0a98e250f28 · outbound

This paper cites Prosody-Adaptable Audio Codecs for Zero-Shot V oice Conversion via In-Context Learn- ing.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Prosody-Adaptable Audio Codecs for Zero-Shot V oice Conversion via In-Context Learn- ing

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.883688Z

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 26b28b96-2fd3-445b-bf14-db9b433fe9bc · outbound

This paper cites Film: Visual reasoning with a general conditioning layer.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Film: Visual reasoning with a general conditioning layer

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.879932Z

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 164b0662-aa5c-47ac-9d5a-6e6e0e64ecd4 · outbound

This paper cites Improved parallel wavegan vocoder with per- ceptually weighted spectrogram loss.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Improved parallel wavegan vocoder with per- ceptually weighted spectrogram loss

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.876106Z

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 6dc7dfbd-83c9-44a3-80c8-a88b3a5dfee1 · outbound

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

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Flow-guided one- shot talking face generation with a high-resolution audio-visual dataset

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.871754Z

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 19b246d7-0020-49fd-8cf5-9eb74c6546ec · outbound

This paper cites V oxceleb: A large-scale speaker identification dataset.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation V oxceleb: A large-scale speaker identification dataset

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.864861Z

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 4baf7e6b-bcc6-4e7e-b8d3-eabe5609d273 · outbound

This paper cites Hallo2: Long-duration and high- resolution audio-driven portrait image animation.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Hallo2: Long-duration and high- resolution audio-driven portrait image animation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.859854Z

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 026f25cf-ed6c-4621-b2cc-8d4f843ab51b · outbound

This paper cites Meshtalk: 3d face animation from speech using cross- modality disentanglement.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Meshtalk: 3d face animation from speech using cross- modality disentanglement

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.852453Z

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 daca2d65-86e7-47af-9fb2-7760c3dbc0d6 · outbound

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

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation A lip sync expert is all you need for speech to lip generation in the wild

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.848920Z

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 ec6bad9b-95f9-479c-afbb-ac19f0b4c697 · outbound

This paper cites Fine-grained head pose estimation without keypoints.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Fine-grained head pose estimation without keypoints

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.844160Z

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 21fcfb77-80ee-4ee8-93a2-68dfb07fc2cf · outbound

This paper cites Bailando: 3d dance generation by actor- critic gpt with choreographic memory.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Bailando: 3d dance generation by actor- critic gpt with choreographic memory

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.839699Z

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 0241366b-e474-4b36-be55-2c3d835f8e63 · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

KSDiff: Keyframe-Augmented Speech-Aware Dual-Path Diffusion for Facial Animation Robust speech recognition via large-scale weak supervision

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T14:22:40.836070Z

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

Observation eb3ed498-689b-41fc-b7e1-efa123530228 · inbound