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Paper Citation Record · LEDGER

BEAT: A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2203.05297.

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

pith.paper-citation-record.v1
2203.05297 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:34:10.771875Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T05:50:40.238715Z

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 ec01dcc6-bd0c-4b0d-a6d3-caf1a887e39e · inbound

It Takes Two: Real-time Co-Speech Two-person's Interaction Generation via Reactive Auto-regressive Diffusion Model cites this paper.

It Takes Two: Real-time Co-Speech Two-person's Interaction Generation via Reactive Auto-regressive Diffusion Model BEAT: A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T23:34:10.771875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:34:10.771875Z digest=sha256:e3e2fa2bfdc32592251a18ffc4f537822ca30dec5c63448c0ccc10f462adb644

Observation 422ac153-a138-4a25-9f3a-4540f888768c · inbound

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling cites this paper.

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling BEAT: A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-09T22:06:54.772799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T22:06:54.772799Z digest=sha256:891b447dba945d06db3bf77d19f7908ec957b204426a3c52a32cc8903ae54bc8

Observation cee08ced-1d47-42d3-a7f1-84c6bead3589 · inbound

Co-Speech Gesture and Facial Expression Generation for Non-Photorealistic 3D Characters cites this paper.

Co-Speech Gesture and Facial Expression Generation for Non-Photorealistic 3D Characters BEAT: A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-06T23:48:48.318566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:48:48.318566Z digest=sha256:7f99f817577fdc048f6240042554a0ec72634dc5973ec7bb4cf60504db081a35

Observation 60bc39e7-37f9-4f27-a445-72bf93eb9776 · inbound

Grounded Gesture Generation: Language, Motion, and Space cites this paper.

Grounded Gesture Generation: Language, Motion, and Space BEAT: A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T19:50:05.916278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:50:05.916278Z digest=sha256:7b5e9d2ff76b3d05d7ae4c0ddf8a18939dccc0663a40f816f1fb938617ab038d

Observation 9406a095-0829-4017-bc5d-5e7de73e1961 · inbound

AUHead: Realistic Emotional Talking Head Generation via Action Units Control cites this paper.

AUHead: Realistic Emotional Talking Head Generation via Action Units Control BEAT: A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-16T05:50:40.242169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-16T05:49:15.734418Z digest=sha256:f84943c1bfb5a6f8a81854396b9831743cd74be894a776e29de741337936f41e

Observation b8c19422-3367-4aff-bf30-c17479889bbb · inbound

SentiAvatar: Towards Expressive and Interactive Digital Humans cites this paper.

SentiAvatar: Towards Expressive and Interactive Digital Humans BEAT: A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:18:13.195337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-13T20:16:35.411267Z digest=sha256:e6d27fa39059e29e16de6a2683baa479362af068008af5239ea8f5572827fdf8

Observation 0d712886-52e9-4c48-b4cb-6c4dbe1b1cb5 · inbound

LiveGesture Streamable Co-Speech Gesture Generation Model cites this paper.

LiveGesture Streamable Co-Speech Gesture Generation Model BEAT: A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-11T08:11:03.438829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-10T16:46:58.944000Z digest=sha256:a720346ff367083d1d7bfd72ff48015efd978c18ca1517569ebce3b8649030b1