Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-08T02:38:31.073805Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2607.06540.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-08T02:38:31.073805Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8073a5d3-d128-478a-b0dd-314009358cc1 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Qwen2.5-Omni Technical Report
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c464032b-e06d-4e02-a8be-4caf6b8ddb17 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Step-Audio 2 Technical Report
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 48bbfcc1-b184-4205-bb7a-5e9d6afab943 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs 2024 , address=
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2f8696ee-4a67-4815-bcff-afd98723668d · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs 2024 , url=
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 71aa6349-892f-47e6-90b7-d88dbe56116e · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Forty-second International Conference on Machine Learning,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c86075f5-e121-40e1-a278-6fd8a71ccb56 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Uni-moe-2.0-omni: Scaling language- centric omnimodal large model with advanced moe, training and data
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9729d942-8013-4e75-8fe9-66e95fc67465 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 19139c8e-60ea-44c7-af10-fbc94cf36280 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Moshi: a speech-text foundation model for real-time dialogue
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fd1aa9dd-4430-4e02-9d67-b0bf7431296d · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1cda6be4-a74d-4dc3-a973-d78313f6864a · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models , booktitle =
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3de0d2c6-4aa5-4f65-b43e-e196dba0f7de · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs OmniFlatten: An End-to-end
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8dcc24d8-05fc-445c-a6d6-318d25da1e6c · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Peloquin and Bokai Yu and Hongyu Gong and Shyamnath Gollakota , editor =
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f3b0cc80-33c5-45ed-bc8e-d462660701fa · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Lost in the Middle: How Language Models Use Long Contexts
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7692298f-d65c-4698-8233-d1eee4103afb · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Flm-audio: Natural monologues improves native full-duplex chatbots via dual training
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a16fb13d-a686-47bf-abd6-aa0345df9fa1 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs FireRedChat: A Pluggable, Full-Duplex Voice Interaction System with Cascaded and Semi-Cascaded Implementations
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6b85cadf-c3c0-4c47-83fd-d67304d4995a · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f0ad6e29-4569-4f31-b8f9-9d6330632f51 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Easy turn: Integrating acoustic and linguistic modalities for robust turn-taking in full-duplex spoken dialogue systems.CoRR, abs/2509.23938
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bb850aba-42a8-432d-9624-3ba7af116bdb · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Speechgpt: Empowering large language models with intrinsic cross-modal conversational abilities
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4ec6d432-c6c4-4a2f-8371-029317a04ab3 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs The Thirteenth International Conference on Learning Representations,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 98702d34-2181-4dfb-9741-b879160a4d84 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs The Thirteenth International Conference on Learning Representations,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation df695be2-4cf6-4ea1-8e23-298e240f1ed5 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs 2025 , eprint=
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2c7b9d4c-a8a2-4f96-839c-0ae026565842 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6be500fc-2793-402f-975c-3daafed552c8 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs 7th International Conference on Learning Representations
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6470b60b-ec4d-4ee5-b57f-6e176d9dbf5a · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Findings of the Association for Computational Linguistics:
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a9882f2e-28c4-475b-82ab-4e6b4265cb3a · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3d380d32-e552-4c0e-9c67-8297676ce432 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Robust Speech Recognition via Large-Scale Weak Supervision , booktitle =
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 091daa65-d903-4158-8aac-c1421ad65188 · outbound
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4c58e7d2-efcf-4901-a686-426ef16586fb · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Full-Duplex-Bench: A Benchmark to Evaluate Full-duplex Spoken Dialogue Models on Turn-taking Capabilities
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 197231e1-4ef1-416b-b0e8-2ef3841b8fee · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs In: Interspeech 2022
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 72153fe9-cf18-4895-a9fb-96c33f9c8cef · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e27ccfc7-4414-4250-83e8-d30fb0de5281 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs ArXiv , year=
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f3da0420-87d6-43a9-b592-8926a5bed2a0 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Moe adapter for large audio language models: Sparsity, disentanglement, and gradient-conflict-free
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b65231ce-691f-49ab-bddc-1b16309664a0 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs WavChat: A Survey of Spoken Dialogue Models
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5eecad0f-c386-488b-a254-31dad33f4ff2 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs On The Landscape of Spoken Language Models:
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 742c147c-3090-44e2-a8ca-453d497e52b9 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems , booktitle =
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6c40db74-d2fa-4534-82f6-d7499846db9c · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Efficient and direct duplex 14 DuplexSLA modeling for speech-to-speech language model
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b8384b0e-3f14-40fb-b734-08764e7fb9a1 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs LLM integration in extended reality: A comprehensive review of current trends, challenges, and future perspectives
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 21f6f1e5-7025-4737-8c84-c0a4aed49abd · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs A Preliminary Exploration with GPT-4o Voice Mode
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2138829a-7b48-4d70-b364-2890d40b492a · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Advances in Neural Information Processing Systems , year=
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 45215517-5e2e-4a33-8210-ccebfc14e0f3 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Schegloff and Gail Jefferson , journal =
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f3c58321-cb36-4240-af14-d8bdfa193b68 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Scaling Laws for Neural Language Models
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9e87f6db-149f-461b-9912-f78fde4bd2a2 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs and Sifre, Laurent , title =
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a2b6b703-6c2c-41d4-8848-295f1e74aada · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs An Overview of Multi-Task Learning in Deep Neural Networks
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 675b3f63-32f4-4cb4-8d80-7e9f420941f0 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Gradient Surgery for Multi-Task Learning , url =
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e69da6f3-542d-4795-851c-c07896143261 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Multi-Task Learning as Multi-Objective Optimization , url =
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6ee3558d-3725-4947-9bda-7b5a391c0bed · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs IEEE/ACM Transactions on Audio, Speech, and Language Processing doi:10.1109/TASLP.2023.3288409
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 26063020-15b3-47ca-b4b9-faff0bc7cab5 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers , year=
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c95ab5c7-faf9-4d64-b2b1-ffb71d148c30 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Soundstream: An end-to-end neural audio codec
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 28f62edc-ae10-41d3-aa1e-bfadcb7062b9 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Multimodal learning with transformers: A survey.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(10):12113–12132
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b79d7231-c488-45b4-9fe9-827beb811674 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Damien Ernst, Pierre Geurts, and Louis Wehenkel
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2d06a823-eb47-47d0-b9b3-263e1e0e86b9 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs VITA: Towards Open-Source Interactive Omni Multimodal LLM
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 59717bf9-801b-4e78-981b-3511d357c519 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs Mini-Omni2: Towards Open-source GPT-4o with Vision, Speech and Duplex Capabilities
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 64ebfddc-59c9-4709-91aa-d6ae7d164469 · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs LLM-Enhanced Dialogue Management for Full-Duplex Spoken Dialogue Systems
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c2226ca2-91bf-4957-b01f-fb74290ba53e · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 692fd470-4a4a-4250-a939-0a77615a0aac · outbound
Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs LUCY: Linguistic Understanding and Control Yielding Early Stage of Her
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
No inbound Pith citation observations are available.