Paper Citation Record · LEDGER

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech

As of 6 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 2 inbound Pith citation observations for arXiv:2607.08208.

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

pith.paper-citation-record.v1
2607.08208 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:58:46.309937Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:58:44.264951Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T11:27:03.113506Z

Reference resolution

25 of 25 outbound references displayed

verified exact0
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fded2eec-07c4-4316-a856-cc8c46580382 · outbound

This paper cites an unresolved cited work.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:44.131574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8161203d-0b70-4716-9f6e-d849836c8a1f · outbound

This paper cites Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:44.264951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c68b220e-a2a9-4513-a3bb-d9020cc0d7b3 · outbound

This paper cites an unresolved cited work.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:44.542145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6edf0d3-4ad9-46a1-9f0e-2908ef48519a · outbound

This paper cites Results We report tcpMER on the ofﬁcial development set under the challenge evaluation protocol.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech Results We report tcpMER on the ofﬁcial development set under the challenge evaluation protocol

Reference 4

Resolution: malformed identifier; no resolver link, observed 2026-08-02T07:58:44.627851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9db0794-ac89-4531-8eb5-c5c702d1035a · outbound

This paper cites an unresolved cited work.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:44.778098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df35a74d-f323-42ac-b869-774bc1e614c0 · outbound

This paper cites CAM++: A fast and efﬁcient network for speaker veriﬁcation using context- aware masking,.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech CAM++: A fast and efﬁcient network for speaker veriﬁcation using context- aware masking,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:45.289632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6db03d5-3f94-4950-9d35-df6e9908b11a · outbound

This paper cites The Multilingual Conversational Speech Language Model Challenge 2026,.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech The Multilingual Conversational Speech Language Model Challenge 2026,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:44.840013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9af1a9c2-8bd1-4fc6-bfc2-d5924373d95f · outbound

This paper cites 3D-Speaker-Toolkit: An Open-Source Toolkit for Multimodal Speaker Verification and Diarization.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech 3D-Speaker-Toolkit: An Open-Source Toolkit for Multimodal Speaker Verification and Diarization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:44.903621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf01055c-1076-4e51-a70f-500d2e137149 · outbound

This paper cites Qwen3-ASR Technical Report.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech Qwen3-ASR Technical Report

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:44.975601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edcd502e-1dec-4d28-b177-6b5e7151e9ae · outbound

This paper cites LoRA: Low-rank adaptation of large lan- guage models,.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech LoRA: Low-rank adaptation of large lan- guage models,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:45.089965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93f2b8d1-5990-485c-a4c5-0209a5e5cade · outbound

This paper cites OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:45.196375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66c3ecb8-5e90-44bd-a55d-813cc94bf4c9 · outbound

This paper cites Qwen2 Technical Report.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech Qwen2 Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:45.800078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8be3eb15-efb7-4740-8c55-637d18241dfd · outbound

This paper cites Wespeaker: A research and production oriented speaker embedding learning toolkit,.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech Wespeaker: A research and production oriented speaker embedding learning toolkit,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:45.364558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce05492e-c9bd-43a6-9817-f50342cdc1cf · outbound

This paper cites FunASR: A Fundamental End-to-End Speech Recognition Toolkit.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech FunASR: A Fundamental End-to-End Speech Recognition Toolkit

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:45.439616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a401a48-f967-4a9e-a381-2bc1258c2b57 · outbound

This paper cites End-to-end neural speaker diarization wi th permutation-free objectives,.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech End-to-end neural speaker diarization wi th permutation-free objectives,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:45.543605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaf470b6-f2aa-45a6-b64c-20b9559e00c7 · outbound

This paper cites Meeting Recognition with Continuous Speech Separation and Transcription-Supported Diarization.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech Meeting Recognition with Continuous Speech Separation and Transcription-Supported Diarization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:45.639512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2daa77f-831f-4024-a663-491f40f2f9c6 · outbound

This paper cites Qwen2-Audio Technical Report.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech Qwen2-Audio Technical Report

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:45.720042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 532afe60-3232-4a4d-a2c8-ff349994c466 · outbound

This paper cites MLC-SLM 2026 Task 1 Ofﬁcial Baseline,.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech MLC-SLM 2026 Task 1 Ofﬁcial Baseline,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:46.242944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3d53b7f-afaa-4d7c-9f41-230e869ef81a · outbound

This paper cites Qwen3 Technical Report.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech Qwen3 Technical Report

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:45.861775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f83daf3a-d9bc-498e-b43e-06621c67cbd7 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:45.944028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d16ca9d0-7c86-485b-93a6-dfe7b2e9d3f9 · outbound

This paper cites Text-To-Speech Data Augmentation for Low Resource Speech Recognition.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech Text-To-Speech Data Augmentation for Low Resource Speech Recognition

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:46.014698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48237d62-48c4-412b-8ffb-2b930abca383 · outbound

This paper cites Frustratingly easy data augm entation for low-resource ASR,.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech Frustratingly easy data augm entation for low-resource ASR,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:46.096612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d2db645-cff6-4c48-a707-e684b9f5b298 · outbound

This paper cites Com - mon V oice: A massively-multilingual speech corpus,.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech Com - mon V oice: A massively-multilingual speech corpus,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:46.158672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cafc791-2511-4daa-94c0-ad32b6c6fa7d · outbound

This paper cites ASR Error Correction using Large Language Models.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech ASR Error Correction using Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:46.309937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9461faf4-fcc8-4b7b-98fd-5956fe7bc688 · outbound

This paper cites This stage serves as the ﬁnal ASR reﬁnement after supervised ﬁne-tuning and LoRA adaptation.

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech This stage serves as the ﬁnal ASR reﬁnement after supervised ﬁne-tuning and LoRA adaptation

Reference 512

Resolution: unresolved; no resolver link, observed 2026-08-02T07:58:44.429289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation aa2bdd89-4804-41a1-8062-d5a3f514844f · inbound