Paper Citation Record · LEDGER

Speech World Model: Causal State-Action Planning with Explicit Reasoning for Speech

As of 14 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 1 inbound Pith citation observation for arXiv:2512.05933.

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

pith.paper-citation-record.v1
2512.05933 v2

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:19:06.931239Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T07:38:23.099479Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-21T07:39:48.933353Z

Reference resolution

11 of 11 outbound references displayed

verified exact0
verified fuzzy0
unresolved10
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 334b90a0-ef4b-4ff1-aabb-1d3de3bc2879 · outbound

This paper cites •INPUT: with ASR TRANSCRIPT, KNOWN LABELS and MISSING MODULES (list of modules to predict).

Speech World Model: Causal State-Action Planning with Explicit Reasoning for Speech •INPUT: with ASR TRANSCRIPT, KNOWN LABELS and MISSING MODULES (list of modules to predict)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T18:19:05.973573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cb2d583-9a83-4c41-b28b-7735c82fa06a · outbound

This paper cites an unresolved cited work.

Speech World Model: Causal State-Action Planning with Explicit Reasoning for Speech Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T18:19:06.174727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a577b148-428f-464b-b525-2cbd2b8c69e3 · outbound

This paper cites ASR_TRANSCRIPT.

Speech World Model: Causal State-Action Planning with Explicit Reasoning for Speech ASR_TRANSCRIPT

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T18:19:06.309389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33be11a2-20ea-4f0c-a1a2-38a6ead06455 · outbound

This paper cites an unresolved cited work.

Speech World Model: Causal State-Action Planning with Explicit Reasoning for Speech Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T18:19:06.441372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93a2ed38-74fe-4d01-9b1c-2e69119afd8a · outbound

This paper cites an unresolved cited work.

Speech World Model: Causal State-Action Planning with Explicit Reasoning for Speech Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T18:19:06.609193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c04bfaf-a22c-45fa-9d88-bba30b1d9655 · outbound

This paper cites ASR_TRANSCRIPT.

Speech World Model: Causal State-Action Planning with Explicit Reasoning for Speech ASR_TRANSCRIPT

Reference 9

Resolution: malformed identifier; no resolver link, observed 2026-08-03T18:19:06.767296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0edc887f-f2b3-4b73-bcb1-fc10a6f5dd30 · outbound

This paper cites This represents the behavior of MT without direct information fromM S.

Speech World Model: Causal State-Action Planning with Explicit Reasoning for Speech This represents the behavior of MT without direct information fromM S

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T18:19:06.870397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0694babb-f274-4442-9970-33050f425fa8 · outbound

This paper cites analysis.

Speech World Model: Causal State-Action Planning with Explicit Reasoning for Speech analysis

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T18:19:06.931239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21504be0-4bde-4255-a112-9fa75de2a8b3 · outbound

This paper cites the- ory of mind.

Speech World Model: Causal State-Action Planning with Explicit Reasoning for Speech the- ory of mind

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T18:19:05.587476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42833cec-0d3e-4a41-9cac-3da9b2a98d77 · outbound

This paper cites Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities.

Speech World Model: Causal State-Action Planning with Explicit Reasoning for Speech Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T18:19:05.676592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90fbed35-1200-4e8d-9715-69f4f2826904 · outbound

This paper cites state” is the context provided by the preceding text, and the “action.

Speech World Model: Causal State-Action Planning with Explicit Reasoning for Speech state” is the context provided by the preceding text, and the “action

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T18:19:05.839200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 12502bd8-2070-4215-a6c0-8382fcec15f9 · inbound

A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook cites this paper.

A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook Speech World Model: Causal State-Action Planning with Explicit Reasoning for Speech

Reference 94

Resolution: verified exact; arxiv_id, observed 2026-07-14T02:20:20.750907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.