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Paper Citation Record · LEDGER

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue

As of 13 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2608.07631.

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

pith.paper-citation-record.v1
2608.07631 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:32:49.092365Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

32 of 32 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved27
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dcb128bd-a717-4591-b006-20287693d2d9 · outbound

This paper cites FireRedChat: A Pluggable, Full-Duplex Voice Interaction System with Cascaded and Semi-Cascaded Implementations.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue FireRedChat: A Pluggable, Full-Duplex Voice Interaction System with Cascaded and Semi-Cascaded Implementations

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:48.979492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:48.979492Z digest=sha256:5e7b75c7a5aa9ef80805b8c4c97a817259ccc6d79de968a94c9f05d3ccbb49b0

Observation 0c6c5446-4131-4df7-ae3b-460a0aaef004 · outbound

This paper cites an unresolved cited work.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:48.984216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:48.984216Z digest=sha256:e97489ed72957c70144cd51318cdf38f6e8c811ba700899b4ddb324a765919f7

Observation dac95ab6-a537-4138-9c91-8d397df2280b · outbound

This paper cites an unresolved cited work.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:32:49.839617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T00:32:48.987953Z digest=sha256:d6563d0aa1acb06caf0914934b795f13be69ff09e7fdac7289920b98e973c89e

Observation 55a1966a-28ca-4bec-b91b-f50d42d14e8c · outbound

This paper cites Clark and Susan E.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Clark and Susan E

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:32:49.831247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T00:32:48.992123Z digest=sha256:1e2dcc4e4b4746705309be6984687d9ce409a54ffa10c8052d09a45f60c7ca88

Observation 97bbc5d1-3185-4421-a2a2-211ffb7c3970 · outbound

This paper cites an unresolved cited work.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:32:49.822996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T00:32:48.995991Z digest=sha256:7822fe8eee6ff5389913858c11090fe7a3611c84121f478c2c093ca670e9cadd

Observation 7f7db437-91ef-4d5e-b40c-eadd3c6171c5 · outbound

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

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Moshi: a speech-text foundation model for real-time dialogue

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.003121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.003121Z digest=sha256:ea22208411cd34b5e6e73a1524250660034f124c33140ca6a7e54196fcc01a41

Observation c3effc92-4e69-4518-8ac6-973d99efc577 · outbound

This paper cites an unresolved cited work.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.006538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.006538Z digest=sha256:7d37e78ecb851cdb1789c498bc6feadab8d91343f307def5b23eaa18a1ed7686

Observation d6d9dc72-a705-4c24-ad1e-0ba6fc772698 · outbound

This paper cites an unresolved cited work.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:32:49.814056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T00:32:49.009740Z digest=sha256:3efc74a2eed0ebcf2c62ff2033d6246ac568d22c6e8ce2078ad8308c223c6fea

Observation f8c76a46-2a69-4cb1-b166-9ad47c2639a4 · outbound

This paper cites an unresolved cited work.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Unresolved cited work

Reference 9

Resolution
malformed identifier
no resolver link, observed 2026-08-11T00:32:49.012755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.012755Z digest=sha256:c6d78fc6d9bddd003abde57f2a7b77f1263e882b2258419fba652bc1537429a2

Observation 7ea8f17e-3e46-4a26-83f5-b58fe9c607eb · outbound

This paper cites FlexDuo: A Pluggable System for Enabling Full-Duplex Capabilities in Speech Dialogue Systems.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue FlexDuo: A Pluggable System for Enabling Full-Duplex Capabilities in Speech Dialogue Systems

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.015966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.015966Z digest=sha256:6987aff0d697e3d220eb70d1b37b13def7c05274212c9692b4b101a33c7b785c

Observation 01eb2f2a-96cf-42d7-8d8b-44381dd2735b · outbound

This paper cites Full-Duplex-Bench-v3: Benchmarking Tool Use for Full-Duplex Voice Agents Under Real-World Disfluency.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Full-Duplex-Bench-v3: Benchmarking Tool Use for Full-Duplex Voice Agents Under Real-World Disfluency

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.019049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.019049Z digest=sha256:33a5076590258280f2438cdad74f0ffa073166f38989348895f7814dc8781b08

Observation 0b272c73-221c-442f-8e0f-36bedbe2bf07 · outbound

This paper cites Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.022388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.022388Z digest=sha256:efd1faea21df7fb85451ab56e543db4a47b01ac1dc7cb26e7e6bf3f37f813fc4

Observation 5fc3334f-f379-4d85-a5c1-1bc69897d017 · outbound

This paper cites Full-Duplex-Bench: A Benchmark to Evaluate Full-duplex Spoken Dialogue Models on Turn-taking Capabilities.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Full-Duplex-Bench: A Benchmark to Evaluate Full-duplex Spoken Dialogue Models on Turn-taking Capabilities

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.025992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.025992Z digest=sha256:56b907b666909aed6f2b1057f374dee861816fe558390ef1bbf5c3abb92827cb

Observation bfa31dfb-4066-4abf-afd8-43e3f71370ca · outbound

This paper cites an unresolved cited work.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.029854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.029854Z digest=sha256:4a4bf1b8e26bbd132fefe34900e560ac76338f9dda6c0d8c813ac73afb4f45bf

Observation 2b7d5474-cc11-4cfc-9e0c-e4a9bb9672a5 · outbound

This paper cites an unresolved cited work.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:32:49.805525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T00:32:49.033319Z digest=sha256:83b6971079144b53e6ec66e8472d0ab34a2b012293fd6e3bcfcc8ba25e2cc880

Observation a470b588-3c3a-43f1-a644-3b790c1573da · outbound

This paper cites an unresolved cited work.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Unresolved cited work

Reference 16

Resolution
verified exact
doi, observed 2026-08-11T00:32:49.130084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T00:32:49.036776Z digest=sha256:8b5620690433cc69e63c02ead4f4473db8a98fce14cce227f6fd799f747f2fa5

Observation 0d8c633e-5c4e-4b38-8f3b-a0c50b4c96f2 · outbound

This paper cites an unresolved cited work.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:32:49.795793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T00:32:49.040812Z digest=sha256:62b64868190a1c73e81be0c8f0694bbc973062b682eb5d795c01871952e42f47

Observation 1aac9e1d-c558-4e40-8461-ca9f20cc6eeb · outbound

This paper cites an unresolved cited work.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:32:49.783616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T00:32:49.044549Z digest=sha256:3a4ebaa8ed9e1b5b170beb38269ecd1394c1c9526d82e369e6eeb9744f9daf88

Observation 40e0d272-7576-49f2-9433-9e0167b51038 · outbound

This paper cites FD-Bench: A Full-Duplex Benchmarking Pipeline Designed for Full Duplex Spoken Dialogue Systems.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue FD-Bench: A Full-Duplex Benchmarking Pipeline Designed for Full Duplex Spoken Dialogue Systems

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.048231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.048231Z digest=sha256:45e2942f087d9854336765786e9d5becd74495b65ae0a5f23a67640d1bf62283

Observation f18a6513-fa41-4f0c-9766-c9f2ba5e497c · outbound

This paper cites 2026.𝜏-Voice: Benchmarking Full-Duplex Voice Agents on Real-World Domains.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue 2026.𝜏-Voice: Benchmarking Full-Duplex Voice Agents on Real-World Domains

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.051928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.051928Z digest=sha256:18d98f8bd8748b225512d9b78de50fe5d6ca752cdb66dc5ff69902f6d80c118d

Observation 95309ea3-d15c-41e4-a3d0-5e10cc8d2ba6 · outbound

This paper cites 2003.RTP: A Transport Protocol for Real-Time Applications.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue 2003.RTP: A Transport Protocol for Real-Time Applications

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:32:49.772984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T00:32:49.055397Z digest=sha256:fdc4d5d59d6d34f2e01c2a2304bed3130d33b2d19ceb011c9466616ee6bc17da

Observation 5e3c92a2-38c3-4b14-8537-e4f86199d894 · outbound

This paper cites Peloquin, Bokai Yu, Hongyu Gong, and Shyamnath Gollakota.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Peloquin, Bokai Yu, Hongyu Gong, and Shyamnath Gollakota

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.062963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.062963Z digest=sha256:dd297cffe37ddd6a8e815fd47bf7b3bb175e97c0db6452180e95ba185877f1bf

Observation bcbad7fb-afe1-43c7-b8c8-4f2e197bcd29 · outbound

This paper cites A Full-duplex Speech Dialogue Scheme Based On Large Language Models.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue A Full-duplex Speech Dialogue Scheme Based On Large Language Models

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.066934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.066934Z digest=sha256:4d0c00c547941c1d21ca1818411a99c794c2add126de152ec7e83ab1c898f072

Observation 93e6acff-88f9-44b2-b86c-a6341704f14f · outbound

This paper cites an unresolved cited work.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:32:49.750727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T00:32:49.070749Z digest=sha256:d8e0f2c44f334feda7670ead42c9d65edcb629fab503a21667f45a75bbd7a127

Observation 02761b7b-2f0a-4303-9b39-1413add6db20 · outbound

This paper cites Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.074517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.074517Z digest=sha256:ab74f4f29e147c25998e7b525183efae8f381c61f13136ada78973fe498e2c13

Observation 197eb62f-9cf7-4f25-8050-7453feeb89c1 · outbound

This paper cites an unresolved cited work.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:32:49.740647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T00:32:49.078475Z digest=sha256:7c34f42e7a807be6900dfbc7fba7874799e96ab6e7e3dca737e770031b309e13

Observation 77a46935-c30f-4da4-b423-c45b5ee47b33 · outbound

This paper cites URO-Bench: Towards Comprehensive Evaluation for End-to-End Spoken Dialogue Models.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue URO-Bench: Towards Comprehensive Evaluation for End-to-End Spoken Dialogue Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.082170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.082170Z digest=sha256:ed9eb02178867ea641162809817bd6bdf813171cca3c52d895f7de3f8aafce58

Observation 5954833d-4284-496e-a6eb-927ff9ff03d8 · outbound

This paper cites an unresolved cited work.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.085700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.085700Z digest=sha256:cfda52fe05075abea9b6a8b839542f603dcac145ca6c63c6f9c06f9e2368fb0a

Observation 6865a5a0-e59e-4794-abf3-183c6a0a3b4b · outbound

This paper cites an unresolved cited work.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.088993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.088993Z digest=sha256:e96f44b8b40b830c87ee60ee0cb93b390dcd301de8db87360978bc48f13d8e19

Observation 365ab98d-5432-4674-b291-1c95733f0fb8 · outbound

This paper cites LLM-Enhanced Dialogue Management for Full-Duplex Spoken Dialogue Systems.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue LLM-Enhanced Dialogue Management for Full-Duplex Spoken Dialogue Systems

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:49.092365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:49.092365Z digest=sha256:d5ec92366b2a9bae78f9d299dbd1e8a2b517a2cea1bb9e6ffbb68e35760f1287

Observation 4374d0c9-6b03-41b0-8ec9-d4db6e775d8c · outbound

This paper cites MiniCPM-o 4.5: Towards Real-Time Full-Duplex Omni-Modal Interaction.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue MiniCPM-o 4.5: Towards Real-Time Full-Duplex Omni-Modal Interaction

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-11T00:32:48.999382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:32:48.999382Z digest=sha256:d16e33678d65ef9f29adf055db3c162d80cbca3051650ec050de2b98d70b6076

Observation bd2aa09b-a06d-42dd-9863-7ba104e0227c · outbound

This paper cites https://www.rfc-editor.org/ rfc/rfc3550.

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue https://www.rfc-editor.org/ rfc/rfc3550

Reference 3550

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:32:49.761430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T00:32:49.058756Z digest=sha256:8bd715920249601776bdb34b9a08ddfcba3d95313ef31de0a3a974446f0896cb

Pith citing papers

No inbound Pith citation observations are available.