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Paper Citation Record · LEDGER

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

As of 23 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 0 inbound Pith citation observations for arXiv:2608.10839.

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

pith.paper-citation-record.v1
2608.10839 v1

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:23:53.325694Z

measured 11 of 11 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 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

11 of 11 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

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

This paper cites Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset.

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.

source=pdf_text observed=2026-08-12T16:23:53.260549Z digest=sha256:31e1d039c24bb204d6938599b46fbe735da1d64804d0ca6764358d9454febb33

Observation 315c7db5-2ac8-4157-ad43-363b68bb3e0b · outbound

This paper cites UM-FERI approach to GENEA challenge 2026, 2026.

The GENEA Challenge 2026: A Large-Scale Disentangled Evaluation of Speech-Driven Gesture Generation on the Seamless Interaction Dataset UM-FERI approach to GENEA challenge 2026, 2026

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:23:53.560078Z

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.

source=pdf_text observed=2026-08-12T16:23:53.269097Z digest=sha256:676153997bbdb37af74f2bf50f36a05404564ad9db8e89406d171b5f0ec30eac

Observation 5d3a2c9d-6ac4-49d6-a2e0-55bfa933000c · outbound

This paper cites DyaSync: Disentangling speech identity and activity for dyadic co- speech gesture generation, 2026.

The GENEA Challenge 2026: A Large-Scale Disentangled Evaluation of Speech-Driven Gesture Generation on the Seamless Interaction Dataset DyaSync: Disentangling speech identity and activity for dyadic co- speech gesture generation, 2026

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:23:53.543436Z

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.

source=pdf_text observed=2026-08-12T16:23:53.275827Z digest=sha256:7c59edf0b2e989afc7a62a211c485a376507c7c4f86106069c6d61a770b36dae

Observation 90a25e88-189c-4e19-a6a7-12ae006b4f67 · outbound

This paper cites Factorizing text-to-video generation by explicit image conditioning.

The GENEA Challenge 2026: A Large-Scale Disentangled Evaluation of Speech-Driven Gesture Generation on the Seamless Interaction Dataset Factorizing text-to-video generation by explicit image conditioning

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:23:53.520213Z

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.

source=pdf_text observed=2026-08-12T16:23:53.282993Z digest=sha256:f1de943c086804ded31f306c5c0dd5eba542369c9790e0e66472c195072f80b9

Observation 15f5c298-f2c2-46da-ba3c-0d76c681242f · outbound

This paper cites an unresolved cited work.

The GENEA Challenge 2026: A Large-Scale Disentangled Evaluation of Speech-Driven Gesture Generation on the Seamless Interaction Dataset Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-12T16:23:53.503054Z

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.

source=pdf_text observed=2026-08-12T16:23:53.288143Z digest=sha256:749c47a295047fac918118db77dac47ec3af5b26dea2f99da82d2857e0efc1af

Observation f131c2d4-5edf-4cf7-8031-d40c9f5ace7e · outbound

This paper cites GestFlow: A small flow-matching system for the GENEA challenge 2026.

The GENEA Challenge 2026: A Large-Scale Disentangled Evaluation of Speech-Driven Gesture Generation on the Seamless Interaction Dataset GestFlow: A small flow-matching system for the GENEA challenge 2026

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:23:53.486173Z

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.

source=pdf_text observed=2026-08-12T16:23:53.296084Z digest=sha256:ace79bb8121543e89f7cd1143eeb966efee040b400ed8a954154184e25dfd224

Observation 69082c17-700a-4149-82b8-a012dfbdb324 · outbound

This paper cites A large, crowdsourced eval- uation of gesture generation systems on common data: The genea challenge 2020.

The GENEA Challenge 2026: A Large-Scale Disentangled Evaluation of Speech-Driven Gesture Generation on the Seamless Interaction Dataset A large, crowdsourced eval- uation of gesture generation systems on common data: The genea challenge 2020

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:23:53.464813Z

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.

source=pdf_text observed=2026-08-12T16:23:53.303655Z digest=sha256:e02d648667655f524ac610763e77829fd0cce000eef47812809f1a4947f3e7f4

Observation e7e99b0b-4622-4e62-86b3-9097a0a183a6 · outbound

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

The GENEA Challenge 2026: A Large-Scale Disentangled Evaluation of Speech-Driven Gesture Generation on the Seamless Interaction Dataset The genea challenge 2023: A large-scale evaluation of gesture generation models in monadic and dyadic settings

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:23:53.445676Z

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.

source=pdf_text observed=2026-08-12T16:23:53.309451Z digest=sha256:4503d44a263a9789f962ccbb039c4c6c0a033c47c2f1f01dc444ec2c29864415

Observation 8b764c16-08f7-4220-843d-fc819985b867 · outbound

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

The GENEA Challenge 2026: A Large-Scale Disentangled Evaluation of Speech-Driven Gesture Generation on the Seamless Interaction Dataset The GENEA Challenge 2023: A large- scale evaluation of gesture generation models in monadic and dyadic settings

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:23:53.427482Z

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.

source=pdf_text observed=2026-08-12T16:23:53.315084Z digest=sha256:4ee4637d61b64dfa3411c6a8bdf3dd89583db35c337f4a6c64525a96e99bea0e

Observation 70855221-f09f-4421-ad8b-1d6cb6a9b420 · outbound

This paper cites Evaluating gesture generation in a large-scale open chal- lenge: The GENEA Challenge 2022.ACM Transactions on Graphics (TOG), 2024.

The GENEA Challenge 2026: A Large-Scale Disentangled Evaluation of Speech-Driven Gesture Generation on the Seamless Interaction Dataset Evaluating gesture generation in a large-scale open chal- lenge: The GENEA Challenge 2022.ACM Transactions on Graphics (TOG), 2024

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:23:53.407351Z

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.

source=pdf_text observed=2026-08-12T16:23:53.320815Z digest=sha256:8224b424f75a5313849103c34b44ae029f96d9078c00d8e6e7a066c0a27c8af7

Observation 67dc284c-7a63-4091-956d-90ad7783ff92 · outbound

This paper cites Towards reli- able human evaluations in gesture generation: Insights from a community-driven state-of-the-art benchmark.

The GENEA Challenge 2026: A Large-Scale Disentangled Evaluation of Speech-Driven Gesture Generation on the Seamless Interaction Dataset Towards reli- able human evaluations in gesture generation: Insights from a community-driven state-of-the-art benchmark

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T16:23:53.389423Z

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.

source=pdf_text observed=2026-08-12T16:23:53.325694Z digest=sha256:0d3d290640fb6fdf073d11798c2550fb626671957b36a0be77365c0d494a30ff

Pith citing papers

No inbound Pith citation observations are available.