Paper Citation Record · LEDGER

Designing Practical Models for Isolated Word Visual Speech Recognition

As of 7 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2508.17894.

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

pith.paper-citation-record.v1
2508.17894 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:47:50.487941Z

measured 51 of 51 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

51 of 51 outbound references displayed

verified exact11
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier4
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cc97c4be-47b1-4752-9427-d8ce3b5cfd05 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-05T16:47:50.601880Z

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 ba051f11-94c0-4907-ab73-8743b3987fa4 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.385360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12a7e307-9fcf-46d5-9de2-3da2c37e6c53 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:47:51.994106Z

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 913d1fbb-e1bd-45d2-b540-5b2e52a15cc9 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T16:47:51.835954Z

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 bdb8a98c-2f2c-42c0-9cff-11d9b3ebc8fa · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:47:51.988370Z

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 7bbcda1b-219f-447d-8302-e1245dec4067 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:47:51.982426Z

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 51c5ef3e-9b29-46fc-bce4-dbd009e12033 · outbound

This paper cites A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks.

Designing Practical Models for Isolated Word Visual Speech Recognition A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.398135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56ef8d27-a3f2-47b5-a350-6e753fd73b20 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.400380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75eba4a7-2244-4e92-a5bd-d64806b2962e · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.404139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93fcc277-e49a-4955-8c3e-45bb28e183aa · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-08-05T16:47:50.590531Z

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 38479f4d-0558-446f-8b94-71975352a651 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:47:51.973212Z

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 eea082e9-5ec4-45d8-a843-72ae13d6a308 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.410376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a2386ec-1385-4802-a538-b77e220416da · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:47:51.967635Z

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 a88c5859-1c9c-48b3-8b03-fd5b50891e81 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 14

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T16:47:51.532829Z

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 3de2ef3f-209a-4248-836f-de9ff2d099f6 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 15

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T16:47:51.453887Z

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 292a07f9-42b7-46ce-a586-b7535a8d3624 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.418061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d42b0eb8-389b-4db4-aedb-af3965f83b4f · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 17

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T16:47:51.322495Z

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 b66fa590-e1d3-40b6-b8e1-c548510b0acc · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 18

Resolution: verified exact; raw_fallback, observed 2026-08-05T16:47:51.256368Z

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 d9c719c7-b43d-42ea-b10a-aebc33340945 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:47:51.962174Z

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 e09394f3-5481-4d45-973a-c6bf6a76d12b · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-08-05T16:47:50.584414Z

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 e1bad442-eba2-4b91-ad4f-584acb2bf037 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:47:51.956546Z

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 49e41827-c515-47ba-84fd-ba441099e557 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-05T16:47:50.578542Z

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 ea8f0b57-f4a7-47a3-a3f4-1b06264943ab · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.432538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 978e6f14-7ad2-4ca5-9f08-83debab00cb7 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.434387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92c67e36-7794-4476-99aa-1402aa983778 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-05T16:47:50.572233Z

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 ee9776c7-3200-47ed-92f7-86e810b092f4 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:47:51.950858Z

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 4701ca8a-7aea-45d5-b4b7-6e7da0029a19 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 27

Resolution: malformed identifier; no resolver link, observed 2026-08-05T16:47:50.440375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe3f8466-dba2-4fe0-b555-692067ff8386 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.442183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eb4a0c6-867c-4420-8c6e-85c0ce475d09 · outbound

This paper cites A Simple Fix to Mahalanobis Distance for Improving Near-OOD Detection.

Designing Practical Models for Isolated Word Visual Speech Recognition A Simple Fix to Mahalanobis Distance for Improving Near-OOD Detection

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.444026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09cd761a-4cdc-4624-b7bc-85b6472d8ccd · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:47:51.945236Z

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 e02da850-8f1f-460e-9c35-adff5f18eb29 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 31

Resolution: verified exact; doi, observed 2026-08-05T16:47:50.552129Z

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 20bb0982-efc4-4114-9bf5-956eeee65831 · outbound

This paper cites Active Learning for Convolutional Neural Networks: A Core-Set Approach.

Designing Practical Models for Isolated Word Visual Speech Recognition Active Learning for Convolutional Neural Networks: A Core-Set Approach

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.451964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f0b689e-1f98-4042-b3b7-54fda8846870 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 33

Resolution: verified exact; doi, observed 2026-08-05T16:47:50.537208Z

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 0f1a1a19-89c1-4f25-b8fb-855ad2d25ebe · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:47:51.938878Z

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 10b97ce7-89df-4af8-9f8c-96879f9c4982 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.458568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8310b35-a1d0-4bee-bdcd-f1651eb03713 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 36

Resolution: verified exact; doi, observed 2026-08-05T16:47:50.530921Z

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 4500ef2e-c931-4e60-a8a2-05227b176f88 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.462145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01743f23-8956-47bf-95c5-eef1dd8abf4d · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 38

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T16:47:50.929255Z

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 d4fa2a88-0796-4958-a0b7-c139f7c8d024 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:47:51.933078Z

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 878159a6-97fc-4848-8ff7-dac4bc25ba76 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:47:51.927062Z

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 c54c77a5-bd9a-48db-b14c-b684cab3dcdb · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 41

Resolution: verified exact; doi, observed 2026-08-05T16:47:50.521994Z

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 d8fb70b1-5711-4bf5-847d-f3d376414b57 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.471827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db0fe60f-5ac4-4433-aa68-c4b236414641 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 43

Resolution: malformed identifier; no resolver link, observed 2026-08-05T16:47:50.473729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44f9607c-4f44-411c-af58-45951bc084b7 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.475451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9e1db22-8d17-4f6e-ab17-a34a0bfa131f · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.478005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b0d4d7b-2f71-4563-87d5-b01c2a0dcb26 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:47:51.921348Z

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 fb528f7c-221a-4d07-b74a-ba4f927a5d2a · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 47

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T16:47:50.671839Z

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 f3ccdeb8-f051-4d11-b8e8-db591d2d4931 · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 48

Resolution: verified exact; doi, observed 2026-08-05T16:47:50.510651Z

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 2f1034cc-3c49-465e-ac39-4cebd1843a5d · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:47:51.915099Z

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 8d6431ff-d84d-4775-9b39-409a6bdc4acc · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.396060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 684c37fb-e2dc-486c-a6ef-4bf904730eef · outbound

This paper cites an unresolved cited work.

Designing Practical Models for Isolated Word Visual Speech Recognition Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-05T16:47:50.402188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.