Paper Citation Record · LEDGER

FlexDuo: A Pluggable System for Enabling Full-Duplex Capabilities in Speech Dialogue Systems

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2502.13472.

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

pith.paper-citation-record.v1
2502.13472 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 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 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:11:43.620558Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 1bc46d95-ba2f-4698-8146-5a6e19e80214 · inbound

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

FireRedChat: A Pluggable, Full-Duplex Voice Interaction System with Cascaded and Semi-Cascaded Implementations FlexDuo: A Pluggable System for Enabling Full-Duplex Capabilities in Speech Dialogue Systems

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:04.406922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aabf9e1-6980-4bb5-9907-a2379c7d2fd7 · inbound

F-Actor: Controllable Conversational Behaviour in Full-Duplex Models cites this paper.

F-Actor: Controllable Conversational Behaviour in Full-Duplex Models FlexDuo: A Pluggable System for Enabling Full-Duplex Capabilities in Speech Dialogue Systems

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-16T13:27:55.552591Z

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.

Observation d446f587-9502-444c-b769-a7314a7bbad7 · inbound

IRAF: Interference-Resilient Adaptive Fusion for Noise-Robust End-to-End Full-Duplex Spoken Dialogue Systems cites this paper.

IRAF: Interference-Resilient Adaptive Fusion for Noise-Robust End-to-End Full-Duplex Spoken Dialogue Systems FlexDuo: A Pluggable System for Enabling Full-Duplex Capabilities in Speech Dialogue Systems

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T15:37:06.830104Z

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.

Observation e49576d0-7a9a-43bd-8827-8fd418d18e93 · inbound

Liberating LLM Capabilities in Full-Duplex Speech Models cites this paper.

Liberating LLM Capabilities in Full-Duplex Speech Models FlexDuo: A Pluggable System for Enabling Full-Duplex Capabilities in Speech Dialogue Systems

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T00:15:09.032982Z

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.

Observation 2c624a29-d227-4364-a23a-f75af11545b2 · inbound

Multi-Faceted Interactivity Alignment in Full-Duplex Speech Models cites this paper.

Multi-Faceted Interactivity Alignment in Full-Duplex Speech Models FlexDuo: A Pluggable System for Enabling Full-Duplex Capabilities in Speech Dialogue Systems

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-06-27T13:20:57.374548Z

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.

Observation f33be44d-835a-4688-a889-15154bd47b70 · inbound

Next-Turn: Duration-Aware Streaming Endpoint Detection via Time-to-Next-Speech-Onset Prediction cites this paper.

Next-Turn: Duration-Aware Streaming Endpoint Detection via Time-to-Next-Speech-Onset Prediction FlexDuo: A Pluggable System for Enabling Full-Duplex Capabilities in Speech Dialogue Systems

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T23:19:03.184050Z

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.

Observation 799ea9b2-8e0c-43b9-b28b-7b8c2b3100eb · inbound

A Survey of Full-Duplex Spoken Dialogue Systems: Architectural Hierarchy, Interaction Ontology, and Decision State Machine cites this paper.

A Survey of Full-Duplex Spoken Dialogue Systems: Architectural Hierarchy, Interaction Ontology, and Decision State Machine FlexDuo: A Pluggable System for Enabling Full-Duplex Capabilities in Speech Dialogue Systems

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T02:49:25.051912Z

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.

Observation 6b85cadf-c3c0-4c47-83fd-d67304d4995a · inbound

Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs cites this paper.

Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs FlexDuo: A Pluggable System for Enabling Full-Duplex Capabilities in Speech Dialogue Systems

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-08T02:44:27.581178Z

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.

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

PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue cites this paper.

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.

Observation c20728d0-e494-4e2f-9e3e-4cf15a49ae8f · inbound

X2-Turn: Frame-Synchronous Dual-Head Modeling for Joint Streaming ASR and Turn State Prediction cites this paper.

X2-Turn: Frame-Synchronous Dual-Head Modeling for Joint Streaming ASR and Turn State Prediction FlexDuo: A Pluggable System for Enabling Full-Duplex Capabilities in Speech Dialogue Systems

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T15:11:43.620558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.