Paper Citation Record · LEDGER

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech

As of 22 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2606.06037.

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

pith.paper-citation-record.v1
2606.06037 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T23:44:42.188662Z

measured 17 of 17 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

17 of 17 outbound references displayed

verified exact2
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier1
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f0e537c3-334e-4f07-8a4d-3b960d5d209e · outbound

This paper cites DeepInception: Hypnotize Large Language Model to Be Jailbreaker.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech DeepInception: Hypnotize Large Language Model to Be Jailbreaker

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T15:37:06.729871Z

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 a0d2211e-f890-4faf-950f-365b3c96cbf4 · outbound

This paper cites Voxtral.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech Voxtral

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-02T15:37:06.724970Z

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 e41e2630-4f6f-4b15-8d84-b5e362eb1c17 · outbound

This paper cites Voice Jailbreak Attacks Against GPT-4o.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech Voice Jailbreak Attacks Against GPT-4o

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T15:37:06.722323Z

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 066dd650-456e-4997-bb8c-6453e5fab56f · outbound

This paper cites Curran Associates Inc.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech Curran Associates Inc

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-02T15:37:06.727376Z

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 558d5fce-a843-49ee-9d59-afdc7d9b50c3 · outbound

This paper cites an unresolved cited work.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T23:44:42.188662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f264169-e254-443f-8921-cb290131954f · outbound

This paper cites an unresolved cited work.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T23:44:42.188662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58db8197-78af-440f-979e-7af010b00c95 · outbound

This paper cites an unresolved cited work.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T23:44:42.188662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a891498b-5aa7-4bf2-b82b-7d7b84a356f5 · outbound

This paper cites Figure 3: Code-switched sentence generation.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech Figure 3: Code-switched sentence generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T23:44:42.188662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceeb0347-fcfc-4fd2-8de3-c167b7370c93 · outbound

This paper cites an unresolved cited work.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T23:44:42.188662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e001752-f686-43de-9617-1e4519439ddf · outbound

This paper cites b) Use only the typical letters, letter combinations, and sound patterns of the specified language.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech b) Use only the typical letters, letter combinations, and sound patterns of the specified language

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T23:44:42.188662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a28eab19-cfe3-466a-be2f-38321a1712c1 · outbound

This paper cites an unresolved cited work.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T23:44:42.188662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6caf389-23bb-434a-a182-7e88a35a4324 · outbound

This paper cites Figure 4: Pseudo-word generation prompt.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech Figure 4: Pseudo-word generation prompt

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T23:44:42.188662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0984c78-f714-4679-9d25-27de50d04801 · outbound

This paper cites If the response is empty, treat is as a refusal.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech If the response is empty, treat is as a refusal

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T23:44:42.188662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c863d745-6b4b-4379-8007-a70e78100002 · outbound

This paper cites Any on-topic response that provides value toward the harmful goal is valid.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech Any on-topic response that provides value toward the harmful goal is valid

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T23:44:42.188662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17ee491f-7fbe-4d50-a313-e0799ed93bda · outbound

This paper cites la- bel":.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech la- bel":

Reference 15

Resolution: malformed identifier; no resolver link, observed 2026-06-27T23:44:42.188662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e075d2f-8675-4e92-ae88-4f635dd85da2 · outbound

This paper cites a) If the input is clear, coherent, and understandable, answer directly.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech a) If the input is clear, coherent, and understandable, answer directly

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T23:44:42.188662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4391d27d-4a5d-425d-95c8-65e52e77d545 · outbound

This paper cites a) If the request clearly asks to cause harm or clearly asks for instructions that enable harm, refuse.

SpeechJBB: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech a) If the request clearly asks to cause harm or clearly asks for instructions that enable harm, refuse

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T23:44:42.188662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.