Paper Citation Record · LEDGER

Grounded Gesture Generation: Language, Motion, and Space

As of 7 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2507.04522.

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

pith.paper-citation-record.v1
2507.04522 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:50:07.536013Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

35 of 35 outbound references displayed

verified exact0
verified fuzzy25
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d2a030c4-9c80-4783-b580-cc49fbdb0d99 · outbound

This paper cites GestureDiffu- CLIP: Gesture diffusion model with CLIP latents.

Grounded Gesture Generation: Language, Motion, and Space GestureDiffu- CLIP: Gesture diffusion model with CLIP latents

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:13.116793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 83ad97ee-e411-40b0-bdfa-11092419905d · outbound

This paper cites Multimodal referencing: Grounding generative models in situated communication, 2025.

Grounded Gesture Generation: Language, Motion, and Space Multimodal referencing: Grounding generative models in situated communication, 2025

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:12.975013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6e7242c9-bf95-4793-9907-2b0e489deefd · outbound

This paper cites WhisperX: Time-accurate speech transcription of long- form audio.

Grounded Gesture Generation: Language, Motion, and Space WhisperX: Time-accurate speech transcription of long- form audio

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:12.811067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cff693cc-2ac9-4126-a8c8-6e762e54d742 · outbound

This paper cites F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching.

Grounded Gesture Generation: Language, Motion, and Space F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:03.932721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 840c538e-51c7-479f-822f-6e0e6875f92c · outbound

This paper cites In- corporating spatial awareness in data-driven gesture gener- ation for virtual agents.

Grounded Gesture Generation: Language, Motion, and Space In- corporating spatial awareness in data-driven gesture gener- ation for virtual agents

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:12.657167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ee322aaa-c823-4675-8917-9786148c6eb8 · outbound

This paper cites Diffusion-based co-speech gesture genera- tion using joint text and audio representation.

Grounded Gesture Generation: Language, Motion, and Space Diffusion-based co-speech gesture genera- tion using joint text and audio representation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:12.497542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 10bdca01-ee96-4a22-b5cc-425c85461871 · outbound

This paper cites MM-Conv: A Multi-modal Conversational Dataset for Virtual Humans.

Grounded Gesture Generation: Language, Motion, and Space MM-Conv: A Multi-modal Conversational Dataset for Virtual Humans

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:04.281234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0b9be30-c17c-48f5-b086-398732d3a8d6 · outbound

This paper cites Towards context-aware human-like point- ing gestures with rl motion imitation.

Grounded Gesture Generation: Language, Motion, and Space Towards context-aware human-like point- ing gestures with rl motion imitation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:12.359123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ec4ce390-a50e-48d6-872e-35586b8ffa74 · outbound

This paper cites Investigating the use of recurrent motion modelling for speech gesture generation.

Grounded Gesture Generation: Language, Motion, and Space Investigating the use of recurrent motion modelling for speech gesture generation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:12.162163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 33ab9391-36f2-43e3-957e-ec1aa65725a1 · outbound

This paper cites IV A: Investigating the use of recurrent motion modelling for speech gesture gen- eration.

Grounded Gesture Generation: Language, Motion, and Space IV A: Investigating the use of recurrent motion modelling for speech gesture gen- eration

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:11.972027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d19b05bf-d352-4902-b5d9-2976d374ec6e · outbound

This paper cites Learning Individual Styles of Conversational Gesture.

Grounded Gesture Generation: Language, Motion, and Space Learning Individual Styles of Conversational Gesture

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:04.689024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9293ce30-5718-4b83-83f9-956ae68686d7 · outbound

This paper cites Generating diverse and natural 3d human motions from text.

Grounded Gesture Generation: Language, Motion, and Space Generating diverse and natural 3d human motions from text

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:11.771853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 22c2cc34-8435-4fde-86a7-681dc2990d82 · outbound

This paper cites Generating diverse and nat- ural 3D human motions from text.

Grounded Gesture Generation: Language, Motion, and Space Generating diverse and nat- ural 3D human motions from text

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:11.595191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7f351244-4a7d-4a5a-9bd3-86281ff32fd7 · outbound

This paper cites Automatic deictic ges- tures for animated pedagogical agents.

Grounded Gesture Generation: Language, Motion, and Space Automatic deictic ges- tures for animated pedagogical agents

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:11.398664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 20f1bb53-2066-4dfb-99de-171ef71815aa · outbound

This paper cites AI2-THOR: An Interactive 3D Environment for Visual AI.

Grounded Gesture Generation: Language, Motion, and Space AI2-THOR: An Interactive 3D Environment for Visual AI

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:05.106839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06f30f57-3b5a-417a-ada5-782949d22d18 · outbound

This paper cites Talking With Hands 16.2M: A large-scale dataset of synchronized body- finger motion and audio for conversational motion analy- sis and synthesis.

Grounded Gesture Generation: Language, Motion, and Space Talking With Hands 16.2M: A large-scale dataset of synchronized body- finger motion and audio for conversational motion analy- sis and synthesis

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:11.171691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d1e34bab-8f38-4591-a70c-9d6f887e2ca2 · outbound

This paper cites Deictic believability: Coordinated ges- ture, locomotion, and speech in lifelike pedagogical agents.

Grounded Gesture Generation: Language, Motion, and Space Deictic believability: Coordinated ges- ture, locomotion, and speech in lifelike pedagogical agents

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:10.973363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e2104276-cda5-4d93-a977-8de37b99001e · outbound

This paper cites Controllable human-object interaction synthesis.

Grounded Gesture Generation: Language, Motion, and Space Controllable human-object interaction synthesis

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:10.806290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 52b3c9e0-b376-4845-b560-c96f7b5d64cf · outbound

This paper cites Black, Hao Li, and Javier Romero.

Grounded Gesture Generation: Language, Motion, and Space Black, Hao Li, and Javier Romero

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:10.608842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b59254b-d862-46ce-b065-c05fb0b57cd9 · outbound

This paper cites GroundingGPT:Language Enhanced Multi-modal Grounding Model.

Grounded Gesture Generation: Language, Motion, and Space GroundingGPT:Language Enhanced Multi-modal Grounding Model

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:05.707838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dd568d2-40eb-4b22-ae58-99d1b23ee38e · outbound

This paper cites EMAGE: Towards unified holistic co-speech gesture generation via expressive masked audio gesture modeling.

Grounded Gesture Generation: Language, Motion, and Space EMAGE: Towards unified holistic co-speech gesture generation via expressive masked audio gesture modeling

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:10.419729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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

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

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.

Observation c15ceb32-d0ff-4701-b969-b5ab0aef3416 · outbound

This paper cites an unresolved cited work.

Grounded Gesture Generation: Language, Motion, and Space Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:50:10.232891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6637cae7-ea7e-4477-8c7c-2bf464c655c8 · outbound

This paper cites AMASS: Archive of motion capture as surface shapes.

Grounded Gesture Generation: Language, Motion, and Space AMASS: Archive of motion capture as surface shapes

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:10.015638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ae674419-b227-48ba-9d25-f1bb8522bf0c · outbound

This paper cites Design of a virtual human presenter.

Grounded Gesture Generation: Language, Motion, and Space Design of a virtual human presenter

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:09.784238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dfab8d58-1c15-46aa-a256-0feea1395e08 · outbound

This paper cites an unresolved cited work.

Grounded Gesture Generation: Language, Motion, and Space Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:50:09.609324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f2982cd3-1b48-47e7-9e4a-9d1534100f57 · outbound

This paper cites The KIT Motion-Language Dataset.

Grounded Gesture Generation: Language, Motion, and Space The KIT Motion-Language Dataset

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:09.405944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 34b447a7-8749-4af6-b736-17bd87b07460 · outbound

This paper cites Animated agents for pro- cedural training in virtual reality: Perception, cognition, and motor control.

Grounded Gesture Generation: Language, Motion, and Space Animated agents for pro- cedural training in virtual reality: Perception, cognition, and motor control

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:09.213966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 63733492-aeba-4176-8a7a-c238a922cfff · outbound

This paper cites Move as you say interact as you can: Language-guided human motion generation with scene af- fordance.

Grounded Gesture Generation: Language, Motion, and Space Move as you say interact as you can: Language-guided human motion generation with scene af- fordance

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:08.998585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3a42d82f-8301-4075-adf1-f950b1045f5d · outbound

This paper cites HUMANISE: Language-conditioned hu- man motion generation in 3D scenes.

Grounded Gesture Generation: Language, Motion, and Space HUMANISE: Language-conditioned hu- man motion generation in 3D scenes

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:08.776305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 72b78304-dbe4-4b85-9c29-64b09326097e · outbound

This paper cites OmniControl: Control any joint at any time for human motion generation.

Grounded Gesture Generation: Language, Motion, and Space OmniControl: Control any joint at any time for human motion generation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:08.531050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ca639e9-c769-438b-8fad-b9098dbc0f5a · outbound

This paper cites Inter-X: Towards versatile human- human interaction analysis.

Grounded Gesture Generation: Language, Motion, and Space Inter-X: Towards versatile human- human interaction analysis

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:08.350360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3f8764f2-1593-4004-9a07-87364a934c35 · outbound

This paper cites an unresolved cited work.

Grounded Gesture Generation: Language, Motion, and Space Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:50:08.136137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b1929e41-a0ea-4c4a-a949-8708ca0b3a36 · outbound

This paper cites Generating human interaction motions in scenes with text control.

Grounded Gesture Generation: Language, Motion, and Space Generating human interaction motions in scenes with text control

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:07.409636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f0229df-734f-461e-99d5-fb2e21e0f174 · outbound

This paper cites See that bench over THERE, we could sit there.

Grounded Gesture Generation: Language, Motion, and Space See that bench over THERE, we could sit there

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:50:07.843457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.