Paper Citation Record · LEDGER

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning

As of 11 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 2 inbound Pith citation observations for arXiv:2603.17837.

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

pith.paper-citation-record.v1
2603.17837 v5

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T22:57:11.059962Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T07:38:23.099479Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-21T07:39:48.784863Z

Reference resolution

47 of 47 outbound references displayed

verified exact0
verified fuzzy0
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bb9d0133-6d02-4aea-88dd-36baf2f7653e · outbound

This paper cites Chain-of-thought reason- ing in streaming full-duplex end-to-end spoken dialogue systems.arXiv preprint arXiv:2510.02066,.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Chain-of-thought reason- ing in streaming full-duplex end-to-end spoken dialogue systems.arXiv preprint arXiv:2510.02066,

Reference 1

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Observation 9d510468-0d3f-47c4-8646-d3a90a8337c2 · outbound

This paper cites Hi-Fi Multi-Speaker English TTS Dataset.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Hi-Fi Multi-Speaker English TTS Dataset

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 474683ad-c9b4-4769-ad6d-e029c8fb9afa · outbound

This paper cites Semantic parsing on freebase from question-answer pairs.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Semantic parsing on freebase from question-answer pairs

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation e0e9e6db-0d4a-4668-b10f-e3e1c96971bf · outbound

This paper cites D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 14def01a-745e-4d6a-afdd-61ac5d785093 · outbound

This paper cites VoiceBench: Benchmarking LLM-Based Voice Assistants.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning VoiceBench: Benchmarking LLM-Based Voice Assistants

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation f52a2973-25bd-42cc-a0a9-a649d6890532 · outbound

This paper cites SHANKS: Simultaneous Hearing and Thinking for Spoken Lan- guage Models.arXiv preprint arXiv:2510.06917, 2025a.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning SHANKS: Simultaneous Hearing and Thinking for Spoken Lan- guage Models.arXiv preprint arXiv:2510.06917, 2025a

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 5394b79e-1633-4f4c-8cd5-c670fcbce4d6 · outbound

This paper cites Qwen2-Audio Technical Report.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Qwen2-Audio Technical Report

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 3434c926-3507-48f9-9abf-af20e547d63a · outbound

This paper cites Recent Advances in Speech Language Models: A Survey.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Recent Advances in Speech Language Models: A Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 33c47656-d8bf-491e-b0a1-b526eefd9fc5 · outbound

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

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Moshi: a speech-text foundation model for real-time dialogue

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation c58bc1b3-0d8f-48ec-af16-f5cc53905958 · outbound

This paper cites Kimi-Audio Technical Report.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Kimi-Audio Technical Report

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 826f4b37-8d53-4394-8a6a-6f8347af9906 · outbound

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

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation ab86a6c2-310e-4f5a-be07-f856ac5976b2 · outbound

This paper cites an unresolved cited work.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation d2ac3df1-2c26-49ba-87e3-96ef60ae54c4 · outbound

This paper cites Training Large Language Models to Reason in a Continuous Latent Space.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Training Large Language Models to Reason in a Continuous Latent Space

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation b0ce6e2a-d601-4417-9067-93248a6d57d2 · outbound

This paper cites SALM-Duplex: Efficient and Direct Duplex Modeling for Speech-to-Speech Language Model.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning SALM-Duplex: Efficient and Direct Duplex Modeling for Speech-to-Speech Language Model

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 457513ec-88b7-47ab-8102-a3ce7a4f1a76 · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 1e98dd93-68ae-4eab-a1ed-b55a96515d82 · outbound

This paper cites Auto-Encoding Variational Bayes.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Auto-Encoding Variational Bayes

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 61a7fc81-e1fd-4ad2-9495-741e023de833 · outbound

This paper cites Granary: Speech Recognition and Translation Dataset in 25 European Languages.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Granary: Speech Recognition and Translation Dataset in 25 European Languages

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation c8a9e07e-aa04-46ad-9641-b45a196526e6 · outbound

This paper cites NeMo: a toolkit for building AI applications using Neural Modules.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning NeMo: a toolkit for building AI applications using Neural Modules

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation ecce569e-f6b6-4ab5-a71e-af81032600c7 · outbound

This paper cites Baichuan-Audio: A Unified Framework for End-to-End Speech Interaction.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Baichuan-Audio: A Unified Framework for End-to-End Speech Interaction

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 78557d2d-64ad-4879-96b8-4f415f42d721 · outbound

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

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Full-Duplex-Bench: A Benchmark to Evaluate Full-duplex Spoken Dialogue Models on Turn-taking Capabilities

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation e0e5eadc-a061-4d3e-bffa-3745feb9afc9 · outbound

This paper cites Streaming automatic speech recognition with the transformer model.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Streaming automatic speech recognition with the transformer model

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation f41ea930-1e84-4425-8d15-f62eaa6ab6c1 · outbound

This paper cites Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 60afcc20-fd25-4be1-b9e0-8fe381507e25 · outbound

This paper cites H., Constant, N., Ma, J., Hall, K., Cer, D., and Yang, Y.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning H., Constant, N., Ma, J., Hall, K., Cer, D., and Yang, Y

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 7ea32e18-ea4d-4586-a8ce-a8c300c4d0ba · outbound

This paper cites an unresolved cited work.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 1858b965-0bec-46b1-add9-46e5b56fe0b6 · outbound

This paper cites Instruction Data Generation and Unsupervised Adaptation for Speech Language Models.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Instruction Data Generation and Unsupervised Adaptation for Speech Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation f97304c0-86cb-4f81-ad6a-402fb92f3522 · outbound

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

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Robust Speech Recognition via Large-Scale Weak Supervision

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 8ce82ea1-117f-478e-9c8d-d7f567936326 · outbound

This paper cites UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 7c2f9138-9b45-4854-8c73-df59172ad631 · outbound

This paper cites Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation c7072f3b-1ca1-45fd-9f53-619e4e3538f8 · outbound

This paper cites CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 8ca2883b-4645-471d-bdec-9224cf7f7dfa · outbound

This paper cites Can Speech LLMs Think while Listening?arXiv preprint arXiv:2510.07497,.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Can Speech LLMs Think while Listening?arXiv preprint arXiv:2510.07497,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 2105437f-5f52-41c9-8fcc-546792bfb950 · outbound

This paper cites MUSAN: A Music, Speech, and Noise Corpus.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning MUSAN: A Music, Speech, and Noise Corpus

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 79c44f18-cf26-4f3d-80f1-19175b10b75d · outbound

This paper cites Beyond Turn-Based Interfaces: Synchronous LLMs as Full-Duplex Dialogue Agents.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Beyond Turn-Based Interfaces: Synchronous LLMs as Full-Duplex Dialogue Agents

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 5019d09b-47f9-45b6-b93a-ad688287f3ed · outbound

This paper cites MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation baa5aeb6-f915-4bf1-9d7f-579f1722c107 · outbound

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

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation ba0f5f43-1d2a-4f39-a81f-5867845aa20b · outbound

This paper cites Chronologi- cal Thinking in Full-Duplex Spoken Dialogue Language Models.arXiv preprint arXiv:2510.05150,.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Chronologi- cal Thinking in Full-Duplex Spoken Dialogue Language Models.arXiv preprint arXiv:2510.05150,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 679987d1-3981-4352-b8ab-4b0897ce2966 · outbound

This paper cites SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 4d459a23-9ee9-43c1-aa4c-a75a110836bf · outbound

This paper cites SALMONN-omni: A Standalone Speech LLM without Codec Injection for Full-duplex Conversation.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning SALMONN-omni: A Standalone Speech LLM without Codec Injection for Full-duplex Conversation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation a3e3b040-24e9-4bd0-af4c-de9eb4bcf776 · outbound

This paper cites LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation b84ee168-78db-49ea-a7d2-ab11bedccfc5 · outbound

This paper cites GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

Source-reported events for the cited work

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Observation 378a30e5-adbd-43d8-8554-03af36bd5cac · outbound

This paper cites Pretraining Language Models to Ponder in Continuous Space.arXiv preprint arXiv: 2505.20674,.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Pretraining Language Models to Ponder in Continuous Space.arXiv preprint arXiv: 2505.20674,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 43250acc-65c3-4b27-8c6e-8b5a384b7025 · outbound

This paper cites Ad- vances in variational inference.IEEE transactions on pattern analysis and machine intelligence, 41(8):2008– 2026,.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Ad- vances in variational inference.IEEE transactions on pattern analysis and machine intelligence, 41(8):2008– 2026,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation c7809fff-74ff-4b78-9c21-1ad5d1a17121 · outbound

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

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning LLM-Enhanced Dialogue Management for Full-Duplex Spoken Dialogue Systems

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 5610d3c5-8fbd-408d-90c6-a413f3785ec4 · outbound

This paper cites an unresolved cited work.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 1833d1be-9f42-4a4a-8c6d-8c4a6dc66310 · outbound

This paper cites In total, over 100k distinct speech segments spanning more than 20k unique speakers are utilized to ensure high acoustic variance in the generated training data.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning In total, over 100k distinct speech segments spanning more than 20k unique speakers are utilized to ensure high acoustic variance in the generated training data

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 69e3cbe9-1f05-4ec2-9d58-729a518109a3 · outbound

This paper cites During the training phase, these noise signals are dynamically superimposed onto the user speech stream with an injection probability of 50%.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning During the training phase, these noise signals are dynamically superimposed onto the user speech stream with an injection probability of 50%

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 5de95c47-7f4e-45f2-8591-618d3adf84bf · outbound

This paper cites The LLM backbone is initialized from the Qwen2.5-7B-Instruct (Team, 2024).

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning The LLM backbone is initialized from the Qwen2.5-7B-Instruct (Team, 2024)

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Observation 1ba8fd6f-a286-4576-a8d2-f33f8c40627f · outbound

This paper cites Response by FLAIR Sure! A simple way to clean a shower head is to remove it and soak it in white vinegar for about an hour.

The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning Response by FLAIR Sure! A simple way to clean a shower head is to remove it and soak it in white vinegar for about an hour

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-13T22:57:11.059962Z

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Pith citing papers

Observation 034d76da-74bc-4a1f-8528-057f34dcb6a4 · inbound

A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook cites this paper.

A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning

Reference 80

Resolution: verified exact; local_arxiv, observed 2026-05-21T07:39:48.786532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bb71d56b-dd68-4f85-b973-6eb3e8615c36 · inbound

A Survey of Audio Reasoning in Multimodal Foundation Models cites this paper.

A Survey of Audio Reasoning in Multimodal Foundation Models The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning

Reference 82

Resolution: verified exact; local_arxiv, observed 2026-05-21T02:09:24.229614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.