Paper Citation Record · LEDGER

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications

As of 20 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2607.21180.

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

pith.paper-citation-record.v1
2607.21180 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T08:17:07.488185Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

26 of 26 outbound references displayed

verified exact2
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6377caaf-f663-4d4c-8297-45893720f53f · outbound

This paper cites an unresolved cited work.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:04.095001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 311d0db9-43bb-41b5-8b5c-7d095586c7bb · outbound

This paper cites an unresolved cited work.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:04.257153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56608ef1-7b92-4e2e-a8be-981441f536da · outbound

This paper cites an unresolved cited work.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:04.486161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23df3a46-03cc-4e0d-8a69-08ced1841053 · outbound

This paper cites an unresolved cited work.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:04.679636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 137a1250-351f-4191-abf1-d2bac894bf22 · outbound

This paper cites On The Landscape of Spoken Language Models: A Comprehensive Survey.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications On The Landscape of Spoken Language Models: A Comprehensive Survey

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:04.922116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d006316-7015-4bfe-881a-f6a1f102980b · outbound

This paper cites Bell System Technical Journal50(1), 115–134 (1971).

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Bell System Technical Journal50(1), 115–134 (1971)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:05.092805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a313e1fc-7c1b-4cce-afd8-34672035ddb4 · outbound

This paper cites In: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications In: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:05.298800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe9be977-6844-4ff3-b45d-03b66f37c83e · outbound

This paper cites Moshi: a speech-text foundation model for real-time dialogue.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Moshi: a speech-text foundation model for real-time dialogue

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:05.517343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24bbc8a3-6e98-4fef-bd89-a7fe1045f16e · outbound

This paper cites Kimi-Audio Technical Report.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Kimi-Audio Technical Report

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:05.689166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21c12ef6-3af5-4919-a4cb-a3a10109790d · outbound

This paper cites Building Guardrails for Large Language Models.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Building Guardrails for Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:05.798352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f05228c3-e90b-41d9-ba52-ef903daee54d · outbound

This paper cites an unresolved cited work.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:05.853648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35ed4887-e212-4514-9dad-49cebd869368 · outbound

This paper cites an unresolved cited work.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:05.857868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc4e6f64-9f98-4963-b5c0-82e4c9c0d52a · outbound

This paper cites an unresolved cited work.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:05.909985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6d9c901-3036-438d-a039-6f0c9a1c63f1 · outbound

This paper cites an unresolved cited work.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:06.018374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7525a4ae-9308-49d0-b5b8-5f6a33bb1325 · outbound

This paper cites The Journal of the Acoustical Society of America41(2), 286–292 (1967).

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications The Journal of the Acoustical Society of America41(2), 286–292 (1967)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:06.243563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88eaaffa-5590-4b12-a3fa-2fcdf8f039ef · outbound

This paper cites arXiv preprint arXiv:2505.03739 (2025).

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications arXiv preprint arXiv:2505.03739 (2025)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:06.412290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a03be5c-01f3-4751-9321-30e24ddcc553 · outbound

This paper cites Endler et al.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Endler et al

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:06.581354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c66d476-90a2-4e28-a7b1-f94548cea051 · outbound

This paper cites an unresolved cited work.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:06.739966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb634bf6-7108-468b-abaa-afb072616400 · outbound

This paper cites an unresolved cited work.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:06.909067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6dfe9c0-e662-4e3e-b795-4ac8bffdfa8a · outbound

This paper cites an unresolved cited work.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:07.126861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd34c650-0a33-4272-bde2-fb868a1dfecb · outbound

This paper cites The Journal of Strategic Information Sys- tems34(2), 101885 (Jun 2025).https://doi.org/10.1016/j.jsis.2024.101885.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications The Journal of Strategic Information Sys- tems34(2), 101885 (Jun 2025).https://doi.org/10.1016/j.jsis.2024.101885

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:07.234508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cc76c8b-c253-4cff-97c6-182167ab68fc · outbound

This paper cites Authorea Preprints (2025).

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Authorea Preprints (2025)

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:07.289415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9764f8b-ae15-4e31-abbc-36c475cf8e9a · outbound

This paper cites International Journal of Human-Computer Studies72(05 2014).https: //doi.org/10.1016/j.ijhcs.2014.02.004.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications International Journal of Human-Computer Studies72(05 2014).https: //doi.org/10.1016/j.ijhcs.2014.02.004

Reference 23

Resolution: verified exact; doi, observed 2026-08-01T08:19:31.152936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0d813fb8-7dbc-43fa-8990-a90b36cbc451 · outbound

This paper cites In: 2024 International Conference on Computer and Applications (ICCA).

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications In: 2024 International Conference on Computer and Applications (ICCA)

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:07.377950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e20685cc-a0ae-4447-9b7c-da82f7d0a088 · outbound

This paper cites Qwen2.5-Omni Technical Report.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications Qwen2.5-Omni Technical Report

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T08:17:07.413939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a9f83fa-4119-40b5-b80f-e01f52428e04 · outbound

This paper cites ACM Computing Surveys55(4), 1–36 (Nov 2022).https://doi.org/10.1145/3527153.

Safeguards for Speech2Speech LLM-Assistants: A Case Study in Automotive Applications ACM Computing Surveys55(4), 1–36 (Nov 2022).https://doi.org/10.1145/3527153

Reference 26

Resolution: verified exact; doi, observed 2026-08-01T08:19:30.826642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.