Paper Citation Record · LEDGER

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction

As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2506.01268.

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

pith.paper-citation-record.v1
2506.01268 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:51:05.762334Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T15:22:02.107863Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T03:27:34.992590Z

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy1
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 32a3cbaa-6e3c-4ccd-8d56-d375eb2cd755 · outbound

This paper cites DeepSeek-V3 Technical Report.

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction DeepSeek-V3 Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:04.534755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e870a575-637c-4cb0-89dd-7b34b9f23cde · outbound

This paper cites Accessed: 2025-05-.

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction Accessed: 2025-05-

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:51:06.546358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f51b11e8-a651-4abc-bf39-f27f8dfcfc3c · outbound

This paper cites CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models.

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:04.785368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55e7fb72-ac5e-4394-8270-e0ccf9cba444 · outbound

This paper cites The Llama 3 Herd of Models.

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:04.969756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ddbaed0-c539-4b68-a36e-570db1d8fdfa · outbound

This paper cites Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction.

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:05.063654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dbb0b01-1b44-4700-92fd-0b66f14ca50f · outbound

This paper cites Challenges in Building Intelligent Open-domain Dialog Systems.

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction Challenges in Building Intelligent Open-domain Dialog Systems

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T11:51:06.043515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 01c5194b-dbfc-4ae5-9af7-defd59c3d951 · outbound

This paper cites GPT-4o System Card.

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction GPT-4o System Card

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:05.429002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78c27995-59fa-414b-9198-a679498649c7 · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction MemGPT: Towards LLMs as Operating Systems

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:05.571254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d44bdc4-d0ee-4ff9-9e65-0497dbcebbf1 · outbound

This paper cites A-MEM: Agentic Memory for LLM Agents.

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction A-MEM: Agentic Memory for LLM Agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:05.762334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec703a81-7e0f-4f34-a261-8ffd45324d39 · outbound

This paper cites Language Models are Few-Shot Learners.

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction Language Models are Few-Shot Learners

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:04.320683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 513c0d1a-42c4-42dd-b0f3-cc15745d5245 · outbound

This paper cites A General Language Assistant as a Laboratory for Alignment.

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction A General Language Assistant as a Laboratory for Alignment

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:04.888761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3c97642-4e2f-49ba-b054-61c624db5296 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction Robust Speech Recognition via Large-Scale Weak Supervision

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:05.676589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 901496e1-65c4-44b9-8657-027c864ba0cf · outbound

This paper cites an unresolved cited work.

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:51:06.336818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bdf259b0-3689-4d5b-baa4-6cf15306f100 · outbound

This paper cites Paraformer-v2: An improved non-autoregressive transformer for noise-robust speech recognition.

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction Paraformer-v2: An improved non-autoregressive transformer for noise-robust speech recognition

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:04.271321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17274775-abc9-4f93-85c8-7927546b49ff · outbound

This paper cites F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching.

CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T11:51:04.450022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation da5bd0c2-fcbc-43ca-b841-79eaff1e1b73 · inbound

DuplexOmni: Real-Time Listening, Seeing, Thinking, and Speaking for Full-Duplex Interaction cites this paper.

DuplexOmni: Real-Time Listening, Seeing, Thinking, and Speaking for Full-Duplex Interaction CleanS2S: Single-file Framework for Proactive Speech-to-Speech Interaction

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-03T03:27:34.994077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.