Pith. sign in

Paper Citation Record · LEDGER

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

As of 12 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 2026-08-12T06:34:41.77262+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:f6d28d51fd95e4dac1f85b6a372d13585011647b361357b3d79200e78bb5f9a0

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:e2bc97ef6adb52019a1e028c818290bd81d63fe87ed2a2a24535b8a29b70ae80

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:32:48.987953Z digest=sha256:10c231406825254bb9b70ee26a57fee4a50bba9b582a1f21bf9e9652ad991d32

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:32:48.992123Z digest=sha256:641acc85d5848d54c9d92a3a221c0555d32468e7363c4ce55708efd7e56fddfa

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:32:48.995991Z digest=sha256:bd0509131be819fde1ad6a30ef0d244ac6357d363abb39c8929389f0837197e0

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=sha256:87d4b02bba8b58cd26fa4887941fef9f3701d55078d332b66c0deab94f17e435

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=sha256:920da856e14685379626fa9c6170898224106170490fc2d8bc50a419b77015a6

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:32:49.009740Z digest=sha256:38e18313770f259e1d70e3412bc1ef59ace83bb87dcb79d1af15451ba7cc60b3

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=sha256:795aefb10d708053acc2b29a1a45aafb7013ce7bc42fef44cbb5459d0b56af10

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=sha256:247d4b26b5b6f49cbd1c4feedb754dc3c71000ecede6c4c433233d077f0096f6

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=sha256:986fcc363b96e0e331272e63a3278869ee3278af6ecd8ce74f7ada329476176a

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=sha256:60fd1f940c44c5c1b15467318dd65d66ba1dc4dbb960a7a1ac26a0227fa1ae00

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:bfbc80dd31197c5df511aea8e0c414999e4df1ed48717ce6c6c093167088898a

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=sha256:02bbc4bf145fb6ecf7f6faac99861c3558a661a2c88c6c7f298252ef51858c40

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:32:49.033319Z digest=sha256:948c7dee580fa8752029235532af1a07cc349ef3928eef1e60312f5f9335c648

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:32:49.036776Z digest=sha256:5bececc86c11fd9d23a52f2d0472fa5366e41b2fd9d5702cf7aa2b51275c1fb0

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:32:49.040812Z digest=sha256:710c985e4040019c72436dd6d248cc4ab994b4235d2100ac4bcd259075594430

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:32:49.044549Z digest=sha256:579915798de163355a1db705e1f90e2ce44d97e4cea0a806e78a08641ad1ce71

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=sha256:1efe6535f5becc06be5c6623dd75482fa63b40aa97e121cbd1ed5b892cf96c67

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:d2c4d112d5352b14cdfc41381e4a441cbd5ff39f238ed0218044676eb8d011aa

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:32:49.055397Z digest=sha256:93ab57e643f51c35f72b0b003940e912ad48504f5c06787e70262625f4e5a450

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=sha256:9877dca9deeade9d5e91736477a75400a79bbe353ae65e35b2371ac8a6115647

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:fc0c7d67c3423717419303a5f94e53ef1ae529c1d6d128a9eaf09d20a9721946

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:32:49.070749Z digest=sha256:3f75f16cac4f925732c6b27c25f3b91c8d738a91cb8ce90916f710319c12f9de

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=sha256:04dd6ea88051576d011dab4bb84f263a613129a881059f6a46a86f111cdc3de8

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:32:49.078475Z digest=sha256:4255ef31d5db92d4ac7b7f4e0c18aaaacbe16559fd81c131d58df613f2a2d52e

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:ee3d6bd3f62d0b53517c32a79d66748ec402d93fd4ab3cdf65efad55f768c5be

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=sha256:9e6d8a452345db54c94ec995bfc956468f3ee8cbb3ab265b0b5bae25c5866237

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:b5f831b68959ae78acbefb23ec8cbffb63d57ebed876baad6615bb96ed995f3d

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=sha256:9332b65741a29776e3ac0e3a75669afdd8cfcba1d9792596d4b5eb179aa8dcdb

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:c5ae01c23a0cd4251cf5ac1c27cf1eb11244535a0b2c9db51bcacf6eebd9f1ac

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T00:32:49.058756Z digest=sha256:a1a12d48f6f6340a02f6276040db9429699b2fb45630ccc67f432e08cc920c8b

Pith citing papers

No inbound Pith citation observations are available.