Paper Citation Record · LEDGER

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

As of 23 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 23 inbound Pith citation observations for arXiv:2506.22554.

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

pith.paper-citation-record.v1
2506.22554 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:08:15.515860Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 23 of 23 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:23:53.260549Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

38 of 38 outbound references displayed

verified exact1
verified fuzzy22
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation f8d723a2-6d58-4e00-ad4c-b51050a50899 · outbound

This paper cites Informed consent (and the signing of the consent form) are mandatory for inclusion in the project.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Informed consent (and the signing of the consent form) are mandatory for inclusion in the project

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:22.453460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a14313cd-cf8b-429d-b9e9-46e040bea71e · outbound

This paper cites an unresolved cited work.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:22.336126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 61ccb0d7-51d9-448a-94ce-5aaa11858fdb · outbound

This paper cites an unresolved cited work.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:22.226493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a9826f6f-5a55-44cd-bc24-d50a0cd5b507 · outbound

This paper cites Moderator encourages the participants to stand, but offers the option to sit if they are tired.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Moderator encourages the participants to stand, but offers the option to sit if they are tired

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:22.124331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c359b691-0f34-436a-914d-021f9a29e831 · outbound

This paper cites (b) Participants will pick up the script off the script stand and read the indicated prompt silently to themselves.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset (b) Participants will pick up the script off the script stand and read the indicated prompt silently to themselves

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:21.965200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0eb59103-44cc-442c-b3af-bccea677c4fb · outbound

This paper cites an unresolved cited work.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:21.787187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b2522901-ffd1-4116-b716-9742ee345d03 · outbound

This paper cites an unresolved cited work.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:21.645656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c26b6ee0-ca97-4603-9457-4e8dbc6444d1 · outbound

This paper cites Moderator then observes the interaction and takes notes where applicable.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Moderator then observes the interaction and takes notes where applicable

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:21.438112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bda5091e-f55f-4aab-89e8-59c325e870b9 · outbound

This paper cites an unresolved cited work.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:21.226816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fbf835b6-206e-483e-8b63-db952c7a67ef · outbound

This paper cites an unresolved cited work.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:21.058191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ee47d71b-ce2e-4521-be7c-6396b67dc544 · outbound

This paper cites an unresolved cited work.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:20.914487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ad505939-3ded-417a-9bef-f84c8f58eede · outbound

This paper cites (b) Complete Body Part Visibility: Each participant’s face, shoulders, and hands must be completely visible within their frame throughout the entire video.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset (b) Complete Body Part Visibility: Each participant’s face, shoulders, and hands must be completely visible within their frame throughout the entire video

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:20.742556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 22021c03-5e47-45e7-ad5a-1cd3e5dce1fa · outbound

This paper cites (b) Audio Clarity: If there is audio, assess whether it is clear and intelligible for both participants.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset (b) Audio Clarity: If there is audio, assess whether it is clear and intelligible for both participants

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:20.486506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a3442d83-4bfa-4dc9-91ef-2a7b8b137ae3 · outbound

This paper cites Buzzing or humming sounds ii.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Buzzing or humming sounds ii

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:20.265637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ef6bf421-21a8-4e28-8060-934a7194e7d9 · outbound

This paper cites Are their lips moving in sync with the words being spoken? (b) Body Language Sync: Check if the body language of both participants aligns with the audio.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Are their lips moving in sync with the words being spoken? (b) Body Language Sync: Check if the body language of both participants aligns with the audio

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:20.024138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f3adcec2-f59c-41d7-bc45-e56455cb9b35 · outbound

This paper cites (b) Lag Detection: Look for any noticeable delays or lags between the two participant videos.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset (b) Lag Detection: Look for any noticeable delays or lags between the two participant videos

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:19.829459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 51aaa388-3efe-493a-bad6-c1331f956cca · outbound

This paper cites (b) Explicit Gestures or References: Look for any explicit gestures, such as middle fingers or other obscene hand signals, or references to explicit content.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset (b) Explicit Gestures or References: Look for any explicit gestures, such as middle fingers or other obscene hand signals, or references to explicit content

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:19.613739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ee57d31a-91f9-483f-a287-93576371e260 · outbound

This paper cites (b) Sexual Orientation: Look for any mention of sexual orientation that may be considered sensitive.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset (b) Sexual Orientation: Look for any mention of sexual orientation that may be considered sensitive

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:19.345301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 14fa1296-496f-464f-a089-92e7899f98d3 · outbound

This paper cites rich” or “poor.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset rich” or “poor

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:19.136172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 04e61cf1-fe29-4dbd-a773-0794fef23e2a · outbound

This paper cites Participants come in for a session to be recorded.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Participants come in for a session to be recorded

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:18.937086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fc2d3360-77fa-4267-a5ea-bce1fbce73e8 · outbound

This paper cites an unresolved cited work.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:18.747919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ce1eac16-6a33-400d-a6b8-0cb9646f6c3e · outbound

This paper cites If they have nothing to annotate, they can move on to the next timestamp.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset If they have nothing to annotate, they can move on to the next timestamp

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:18.569880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 029218f9-9774-44c9-84c0-38295e604985 · outbound

This paper cites an unresolved cited work.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:18.348384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 43495218-fe42-402d-a8f6-979622650750 · outbound

This paper cites an unresolved cited work.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:18.159495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8716ee98-8545-4c1e-9f3d-00403d3e2237 · outbound

This paper cites an unresolved cited work.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:17.962956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8cbe9c1b-ce85-4e8a-87c2-90927f0274e3 · outbound

This paper cites Additional feedback is provided to annotation vendors.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Additional feedback is provided to annotation vendors

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:17.786308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1474dda1-8398-4742-83f1-bc659b485d60 · outbound

This paper cites lifelike,.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset lifelike,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:17.561511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 83b587d4-3fd7-4190-9a69-1d5e6f1548b2 · outbound

This paper cites an unresolved cited work.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:17.418938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6dce8e7c-4586-4db1-aa7e-dad5c68a93b4 · outbound

This paper cites turn-taking behavior,.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset turn-taking behavior,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:17.249234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c5638993-9a07-4e7d-8482-6a46ba01b4ba · outbound

This paper cites more physically believable.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset more physically believable

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:16.993538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ceb5fb17-50db-4dea-9c2a-fef54fc26643 · outbound

This paper cites life-like,.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset life-like,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:16.847563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c2a48e58-aef1-458b-abcc-2d41d24b0f91 · outbound

This paper cites an unresolved cited work.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:16.682842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7aee4885-85f2-43cd-87b6-079ea4257d2d · outbound

This paper cites an unresolved cited work.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:08:16.484222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f1b2d926-56af-4779-b1ea-8edcae7842ac · outbound

This paper cites turn-taking behavior,.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset turn-taking behavior,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:16.340489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2d263c62-c564-482a-8ecf-c0a73e45c7c8 · outbound

This paper cites more physically believable.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset more physically believable

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:16.183546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 299a2b03-afb6-47d9-87c8-f1abcaa6f29e · outbound

This paper cites better timed.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset better timed

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:08:15.927869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation eadf4ec7-5863-47d6-94fa-bf41ef91a9ea · outbound

This paper cites Motion Representations for Articulated Animation.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset Motion Representations for Articulated Animation

Reference 2021

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:08:15.712889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d62f6a39-08ee-4a34-a2f9-55c4ee9c4a7e · outbound

This paper cites CrisperWhisper: Accurate Timestamps on Verbatim Speech Transcriptions.

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset CrisperWhisper: Accurate Timestamps on Verbatim Speech Transcriptions

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T22:08:10.908677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation cf5e5bd7-5713-40b6-89d6-8c0500845847 · inbound

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

SentiAvatar: Towards Expressive and Interactive Digital Humans Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:18:13.227817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9e06bdd3-16a9-4a2e-a29a-220e7716bba3 · inbound

LPM 1.0: Video-based Character Performance Model cites this paper.

LPM 1.0: Video-based Character Performance Model Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:30:59.706378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b3a8653d-ef56-4da7-beac-9072dd561f0a · 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 Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:56:01.966980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9483e7d1-ecde-4a64-9a8d-a154ed9e87c4 · inbound

Mutual Forcing: Dual-Mode Self-Evolution for Fast Autoregressive Audio-Video Character Generation cites this paper.

Mutual Forcing: Dual-Mode Self-Evolution for Fast Autoregressive Audio-Video Character Generation Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:31:14.745066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7862c6fd-958b-4fc5-b004-6544124887d2 · inbound

Reality Check: How Avatar and Face Representation Affect the Perceptual Evaluation of Synthesized Gestures cites this paper.

Reality Check: How Avatar and Face Representation Affect the Perceptual Evaluation of Synthesized Gestures Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 42

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:01:11.031190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f1c1d092-a737-4f1b-8e8f-a22c6ce7240a · inbound

Reality Check: How Avatar and Face Representation Affect the Perceptual Evaluation of Synthesized Gestures cites this paper.

Reality Check: How Avatar and Face Representation Affect the Perceptual Evaluation of Synthesized Gestures Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 42

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T02:21:16.771107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8ed119dc-d9ce-4794-a0dc-4b9abf53c299 · inbound

Recognizing Co-Speech Gestures in-the-Wild cites this paper.

Recognizing Co-Speech Gestures in-the-Wild Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T00:12:50.413096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2699404f-4396-44df-a29c-2516b9ad44f6 · inbound

X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding cites this paper.

X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T22:46:18.976915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4be2ba42-604b-4fb4-9bd7-d1fb6ceea0be · inbound

X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding cites this paper.

X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T10:44:36.418265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fe29da7d-1c86-4e17-81cc-df1c3d581ab4 · inbound

Real-time body pose non-verbal communication with a consistency-based reliability measure cites this paper.

Real-time body pose non-verbal communication with a consistency-based reliability measure Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:17:28.679219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8c882445-1355-4f91-81b0-63a0068ffdd1 · inbound

Multi-Faceted Interactivity Alignment in Full-Duplex Speech Models cites this paper.

Multi-Faceted Interactivity Alignment in Full-Duplex Speech Models Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-27T13:20:57.404722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1f91d71c-1dfb-4bcd-924b-6b9ee38371bc · inbound

Integrating Facial Generation into Full-Duplex Spoken Dialogue Systems cites this paper.

Integrating Facial Generation into Full-Duplex Spoken Dialogue Systems Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-04T08:09:41.310825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6f94abf4-82e0-4e92-a741-8201dd73fe8b · inbound

FacePlex: Full-Duplex Joint Speech-Facial Motion Generation for Conversational Avatars cites this paper.

FacePlex: Full-Duplex Joint Speech-Facial Motion Generation for Conversational Avatars Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:44:19.406832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 25efda02-ada5-4f5d-812b-90f572db430d · inbound

TRACE: Temporal Relationship-Aware Conversational Entrainment Detection in Dyadic Speech cites this paper.

TRACE: Temporal Relationship-Aware Conversational Entrainment Detection in Dyadic Speech Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:04:21.043372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4a856ca1-17ad-451f-bfab-476e0fb703cd · inbound

TRACE: Temporal Relationship-Aware Conversational Entrainment Detection in Dyadic Speech cites this paper.

TRACE: Temporal Relationship-Aware Conversational Entrainment Detection in Dyadic Speech Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T10:34:43.898772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a01e91b6-90aa-42b3-b677-a25904dcc91d · inbound

TurnNat: Automatic Evaluation of Turn-Taking Naturalness in Dyadic Spoken Dialogue cites this paper.

TurnNat: Automatic Evaluation of Turn-Taking Naturalness in Dyadic Spoken Dialogue Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:28:58.306598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fe18e0ce-3714-4e9e-9faa-eb9b6fab2de2 · inbound

TurnNat: Automatic Evaluation of Turn-Taking Naturalness in Dyadic Spoken Dialogue cites this paper.

TurnNat: Automatic Evaluation of Turn-Taking Naturalness in Dyadic Spoken Dialogue Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-12T08:53:13.408944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae464457-b477-42d8-a9a2-37d128a3cfe8 · inbound

How to Build Digital Humans? From Priors to Photorealistic Avatars cites this paper.

How to Build Digital Humans? From Priors to Photorealistic Avatars Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T19:57:02.283356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 773c2f82-c687-45cb-bfac-10ecfa0f2a43 · inbound

SPEARBench: A Benchmark for Naturalness Evaluation in Streaming Speech-to-Speech Language Models cites this paper.

SPEARBench: A Benchmark for Naturalness Evaluation in Streaming Speech-to-Speech Language Models Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-07T14:53:55.735818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 24e5d65c-1f55-461a-bb02-f28f331a39d5 · inbound

InterPet4D: A Multimodal 4D Human-Pet Interaction Dataset for Pet Motion Generation cites this paper.

InterPet4D: A Multimodal 4D Human-Pet Interaction Dataset for Pet Motion Generation Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-14T12:54:34.093482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04d6534f-ac29-4911-b66e-3b3581397a9b · inbound

COSI-Lab: Conference Living Lab for Modeling Multi-Perspective Multimodal Social Intention cites this paper.

COSI-Lab: Conference Living Lab for Modeling Multi-Perspective Multimodal Social Intention Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T00:52:08.044726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ebc45d1-4480-4474-9691-c365d64787cd · inbound

FriendBench: Benchmarking Dyadic Familiarity Inference in Humans and Multimodal Large Language Models cites this paper.

FriendBench: Benchmarking Dyadic Familiarity Inference in Humans and Multimodal Large Language Models Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T01:47:47.842188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f02081d-d6e0-464a-ae84-faeffe987e14 · inbound

The GENEA Challenge 2026: A Large-Scale Disentangled Evaluation of Speech-Driven Gesture Generation on the Seamless Interaction Dataset cites this paper.

The GENEA Challenge 2026: A Large-Scale Disentangled Evaluation of Speech-Driven Gesture Generation on the Seamless Interaction Dataset Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T16:23:53.260549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.