Paper Citation Record · LEDGER

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture

As of 12 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2501.10713.

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

pith.paper-citation-record.v1
2501.10713 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:05:17.666649Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

16 of 16 outbound references displayed

verified exact9
verified fuzzy4
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15b06bbe-ed78-4f00-9730-1475797ebb74 · outbound

This paper cites A Comprehensive Review of Data-Driven Co-Speech Gesture Generation,.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture A Comprehensive Review of Data-Driven Co-Speech Gesture Generation,

Reference 2

Resolution: verified exact; doi, observed 2026-08-10T19:05:17.730167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a9458e66-3250-4a7f-8be9-7b35af617769 · outbound

This paper cites Gesture Generation,.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture Gesture Generation,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:05:18.915462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ca861383-5166-41b5-a6ce-2b0c0d492880 · outbound

This paper cites First results from SMAUG: The need for preventative stellar feedback and improved baryon cycling in semi-analytic models of galaxy formation.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture First results from SMAUG: The need for preventative stellar feedback and improved baryon cycling in semi-analytic models of galaxy formation

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T19:05:18.714323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7b382448-0c7a-4ce0-8bfd-0bdb0f090272 · outbound

This paper cites Robots in the Wild: A Time for More Robust Theories of Human-Robot Interaction,.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture Robots in the Wild: A Time for More Robust Theories of Human-Robot Interaction,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T19:05:17.624298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96d5088c-ec3e-40bb-b9cb-6b89ab0365a8 · outbound

This paper cites Multimodal Behavior Modeling for Socially Interactive Agents,.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture Multimodal Behavior Modeling for Socially Interactive Agents,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:05:18.905591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bab2e7ff-74ca-471e-8a25-7ee4cbbd326f · outbound

This paper cites A Large, Crowdsourced Evaluation of Gesture Generation Systems on Common Data: The GENEA Challenge 2020,.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture A Large, Crowdsourced Evaluation of Gesture Generation Systems on Common Data: The GENEA Challenge 2020,

Reference 7

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-10T19:05:18.698815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c6a7c2a4-f6cc-4774-a025-cdf9bd8458d4 · outbound

This paper cites The GENEA Challenge 2022: A large evaluation of data-driven co-speech gesture generation,.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture The GENEA Challenge 2022: A large evaluation of data-driven co-speech gesture generation,

Reference 8

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-10T19:05:18.542878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2eb0a44e-4035-413c-a8b8-2c9ac7ed7003 · outbound

This paper cites Available: https://doi.org/10.1145/3477322.3477331.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture Available: https://doi.org/10.1145/3477322.3477331

Reference 9

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-10T19:05:18.883040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 21386149-22dc-4507-a1be-03b6b23d5a9d · outbound

This paper cites Audio2Face: Generating Speech/Face Animation from Single Audio with Attention-Based Bidirectional LSTM Networks,.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture Audio2Face: Generating Speech/Face Animation from Single Audio with Attention-Based Bidirectional LSTM Networks,

Reference 10

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-10T19:05:18.140276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dd50392b-9ecc-4cfe-a115-7bde55027b22 · outbound

This paper cites The GENEA Challenge 2023: A large-scale evaluation of gesture generation models in monadic and dyadic settings,.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture The GENEA Challenge 2023: A large-scale evaluation of gesture generation models in monadic and dyadic settings,

Reference 12

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-10T19:05:18.388560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fc665624-24ed-4d42-adce-8cad1263f585 · outbound

This paper cites A Framework for Integrating Gesture Generation Models into Interactive Conversational Agents.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture A Framework for Integrating Gesture Generation Models into Interactive Conversational Agents

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-10T19:05:17.711731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 41ef21d4-db17-4537-803b-2ab1510e0d08 · outbound

This paper cites EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T19:05:17.653052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ad4306c-b7cb-4b18-bbc9-bece6854443b · outbound

This paper cites How can I help you now?.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture How can I help you now?

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:05:18.925296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9e8abcef-49bb-4ae9-ad62-9efa3a9d835b · outbound

This paper cites A Review of Evaluation Practices of Gesture Generation in Embodied Conversational Agents,.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture A Review of Evaluation Practices of Gesture Generation in Embodied Conversational Agents,

Reference 17

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-10T19:05:17.918726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a0b39845-4bd2-4013-9048-832f9236641f · outbound

This paper cites Available: https://ai.meta.com/blog/llama-3-2-connect-2024-vision-edge-mobile-devices/.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture Available: https://ai.meta.com/blog/llama-3-2-connect-2024-vision-edge-mobile-devices/

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:05:18.893818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 13203605-8e97-41fd-80f4-17c9189abb04 · outbound

This paper cites Beyond Binary Dialogues: Research and Development of a Linguistically Nuanced Conversation Design for Social Robots in Group–Robot Interactions,.

Human-like Nonverbal Behavior with MetaHumans in Real-World Interaction Studies: An Architecture Using Generative Methods and Motion Capture Beyond Binary Dialogues: Research and Development of a Linguistically Nuanced Conversation Design for Social Robots in Group–Robot Interactions,

Reference 19

Resolution: verified exact; doi, observed 2026-08-10T19:05:17.696962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.