Paper Citation Record · LEDGER

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data

As of 9 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2508.09402.

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

pith.paper-citation-record.v1
2508.09402 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:07:01.237942Z

measured 20 of 20 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 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

20 of 20 outbound references displayed

verified exact4
verified fuzzy1
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5354d7d7-37fa-4cab-af00-515b61d1b1ad · outbound

This paper cites an unresolved cited work.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-05T21:07:01.728427Z

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 a768913f-90a6-4f0d-ac7f-c87cd31c3279 · outbound

This paper cites an unresolved cited work.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:07:02.621150Z

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 8b5de334-cf0a-4d2a-bbcc-3aced18a9f49 · outbound

This paper cites K., & Kory, J.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data K., & Kory, J

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T21:06:59.870200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 987ec9a5-5b82-43db-83b4-5e95e5cce345 · outbound

This paper cites A., & D'Mello, S.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data A., & D'Mello, S

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T21:06:59.984673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddd363b8-7c83-4fd0-815d-51fb6bfb5e1a · outbound

This paper cites W., Vyzas, E., & Healey, J.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data W., Vyzas, E., & Healey, J

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T21:07:00.067331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9b975db-05d1-4ff1-9aaf-c75b44589d94 · outbound

This paper cites an unresolved cited work.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T21:07:00.234521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5afad1eb-7f1b-404b-9e6c-fd437d790523 · outbound

This paper cites an unresolved cited work.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T21:07:00.374369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82bbd83b-b77e-4f07-9a32-66a95ccd953b · outbound

This paper cites MediaPipe: A Framework for Building Perception Pipelines.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data MediaPipe: A Framework for Building Perception Pipelines

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T21:07:00.484454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5ccff19-13e7-4f59-8fdf-2e5bfbc0a7e7 · outbound

This paper cites an unresolved cited work.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:07:02.457405Z

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 42b92459-6377-45f0-889a-1457aa9aa1b4 · outbound

This paper cites G., Küster, D., & McKeown, G.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data G., Küster, D., & McKeown, G

Reference 11

Resolution: verified exact; doi, observed 2026-08-05T21:07:01.570660Z

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 05ff49f7-7362-48d0-ae7f-686547b31de5 · outbound

This paper cites Dawn of the transformer era in speech emotion recognition: closing the valence gap.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data Dawn of the transformer era in speech emotion recognition: closing the valence gap

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T21:07:00.945154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5003ec30-e2bd-43e7-8f57-af3f7ef5f503 · outbound

This paper cites an unresolved cited work.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T21:07:00.989516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6d70c7e-2a3f-4a50-af8d-c8653010d5db · outbound

This paper cites an unresolved cited work.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:07:02.320204Z

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 0c797a04-2506-4f1e-954b-0a4e04bca7e9 · outbound

This paper cites U., Dar, M.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data U., Dar, M

Reference 15

Resolution: verified exact; doi, observed 2026-08-05T21:07:01.460216Z

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 c265e818-8643-4844-8a64-7d7c569b7dd2 · outbound

This paper cites Each stage includes a two-layer MLP head.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data Each stage includes a two-layer MLP head

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:07:02.802430Z

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 b5c67abf-f0f3-499c-8382-e129c6b31c2c · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T21:07:01.237942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 575caef8-8c50-4ede-a86f-4f049f1b9992 · outbound

This paper cites PaPaGei: Open Foundation Models for Optical Physiological Signals.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data PaPaGei: Open Foundation Models for Optical Physiological Signals

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T21:07:01.196018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46d51d58-184e-4112-b340-bdaf75659b6c · outbound

This paper cites an unresolved cited work.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data Unresolved cited work

Reference 1614

Resolution: verified exact; raw_fallback, observed 2026-08-05T21:07:01.986055Z

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 b165257d-eadb-4122-841b-1c6308728f14 · outbound

This paper cites In IEEE Transactions on Affective Computing, 4, 1 (January–March 2013), 116–123.

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data In IEEE Transactions on Affective Computing, 4, 1 (January–March 2013), 116–123

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-05T21:07:00.712423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d8a68da-eb41-4850-87e2-94b6c749da6d · outbound

This paper cites In Proceedings of Proceedings of the 27th International Conference on Multimodal Interaction (ICMI ’27).

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data In Proceedings of Proceedings of the 27th International Conference on Multimodal Interaction (ICMI ’27)

Reference 2025

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T21:07:02.199788Z

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

No inbound Pith citation observations are available.