Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T13:39:48.225482Z
Paper Citation Record · LEDGER
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
As of 2 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 35 inbound Pith citation observations for arXiv:2502.11946.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-02T06:30:47.504484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T08:43:34.049064Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T02:49:25.012133Z
Reference resolution
39 of 39 outbound references displayed
- verified exact21
- verified fuzzy17
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 140d72a0-7b80-44a1-a3cd-11115e1b2599 · outbound
This paper cites The Method of Paired Comparisons , author=.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction The Method of Paired Comparisons , author=
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.451611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 59504f3a-02fa-4189-8681-69058398f4db · outbound
This paper cites International conference on machine learning , pages=.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction International conference on machine learning , pages=
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.418058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation db7516ef-eed4-463e-9032-585405001c8b · outbound
This paper cites ICASSP 23 , year=.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction ICASSP 23 , year=
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.421909Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 7999e265-947b-48c0-8b19-8ee96d91f9a3 · outbound
This paper cites 2017 20th conference of the oriental chapter of the international coordinating committee on speech databases and speech I/O systems and assessment (O-COCOSDA) , pages=.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction 2017 20th conference of the oriental chapter of the international coordinating committee on speech databases and speech I/O systems and assessment (O-COCOSDA) , pages=
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.426351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation caefa079-983b-414a-b880-a257b96ff91e · outbound
This paper cites ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.430746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 09d7c2d1-71a6-44f1-ba0d-78e57b6748b4 · outbound
This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Proceedings of the AAAI Conference on Artificial Intelligence , volume=
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.434662Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation e6957376-f545-4975-a7a1-1d0188dc2d06 · outbound
This paper cites IEEE/ACM Transactions on Audio, Speech, and Language Processing , volume=.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction IEEE/ACM Transactions on Audio, Speech, and Language Processing , volume=
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.438169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 4c593f38-50e3-4bd9-b64d-ea8488ed5415 · outbound
This paper cites 2024 , howpublished =.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction 2024 , howpublished =
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.441489Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 11452c23-5220-4e88-a6f6-ef9c92a2b030 · outbound
This paper cites 2024 , howpublished =.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction 2024 , howpublished =
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.444793Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 5af1c320-77b5-4d62-9907-d3a655eb9244 · outbound
This paper cites 2024 , howpublished =.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction 2024 , howpublished =
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.448333Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 0024d1c8-e6d0-4bcc-9ca5-e0bd5e3fc405 · outbound
This paper cites Seed-TTS: A Family of High-Quality Versatile Speech Generation Models.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Seed-TTS: A Family of High-Quality Versatile Speech Generation Models
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:39:48.408958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation e92b9024-1312-4650-859e-7071f8a5f753 · outbound
This paper cites \ Terry, M E.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction \ Terry, M E
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.455010Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 39d98dc5-3309-4596-8421-75a62949bf42 · outbound
This paper cites APACrefauthors \ 2024.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction APACrefauthors \ 2024
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.458573Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation b8366d02-27ad-4e39-8c1c-979a30e28278 · outbound
This paper cites MinMo: A Multimodal Large Language Model for Seamless Voice Interaction.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction MinMo: A Multimodal Large Language Model for Seamless Voice Interaction
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.414015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 852657ce-7c19-473e-95bf-10933b2c1e2d · outbound
This paper cites An Enhanced Res2Net with Local and Global Feature Fusion for Speaker Verification.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction An Enhanced Res2Net with Local and Global Feature Fusion for Speaker Verification
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.277460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 5161f6ab-9758-4d17-9c3e-4ba99d038d7a · outbound
This paper cites Qwen2-Audio Technical Report.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Qwen2-Audio Technical Report
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:39:48.283826Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 62792d3a-d3f9-48b5-badd-2459f82d3802 · outbound
This paper cites SpeechVerse: A Large-scale Generalizable Audio Language Model.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction SpeechVerse: A Large-scale Generalizable Audio Language Model
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.291681Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation e650777f-ee34-4217-a15e-44188e6de56f · outbound
This paper cites Moshi: a speech-text foundation model for real-time dialogue.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Moshi: a speech-text foundation model for real-time dialogue
Reference 40
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:39:48.298794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation d59f2916-ea4e-4f3d-a6e4-fbe15deea9f2 · outbound
This paper cites CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens
Reference 41
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:39:48.305578Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 353f164c-5839-4f53-9a37-9d6825c69551 · outbound
This paper cites CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models
Reference 42
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:39:48.329726Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 1625c794-0f28-4b4f-9768-e6e77f92aca3 · outbound
This paper cites The Llama 3 Herd of Models.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction The Llama 3 Herd of Models
Reference 43
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:39:48.336753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 2d3ae2fc-a0b0-4740-8024-10f7dbc5bf8e · outbound
This paper cites LLaMA-Omni: Seamless Speech Interaction with Large Language Models.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction LLaMA-Omni: Seamless Speech Interaction with Large Language Models
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.342720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 7d3c2227-45f5-494e-b5d2-7890fd337c21 · outbound
This paper cites LUCY: Linguistic Understanding and Control Yielding Early Stage of Her.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction LUCY: Linguistic Understanding and Control Yielding Early Stage of Her
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.348498Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 828da4f7-53b1-4efe-aa1f-31d64759fe8c · outbound
This paper cites Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition
Reference 46
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.353222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation eb985253-43d0-4221-9e6f-15dd2dab079f · outbound
This paper cites WavLLM: Towards Robust and Adaptive Speech Large Language Model.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction WavLLM: Towards Robust and Adaptive Speech Large Language Model
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.359286Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 3d6e2987-5ff5-4967-b155-b0902bf75b4d · outbound
This paper cites an unresolved cited work.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T13:39:48.479948Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 1c1befd4-35e1-49c3-86e6-7597a76b290d · outbound
This paper cites GPT-4o System Card.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction GPT-4o System Card
Reference 49
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:39:48.367331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation d578991a-7be3-4bf3-a85b-9d47a8c05ba0 · outbound
This paper cites Cao, Y.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Cao, Y
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.464198Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 72d6ebc0-f803-40cb-830e-3e6e6ebe8195 · outbound
This paper cites ARCON: Advancing Auto-Regressive Continuation for Driving Videos.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction ARCON: Advancing Auto-Regressive Continuation for Driving Videos
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.372483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 1fe309e4-2f44-4648-913b-fde8697162f6 · outbound
This paper cites Spirit LM: Interleaved Spoken and Written Language Model.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Spirit LM: Interleaved Spoken and Written Language Model
Reference 52
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.378269Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 305b1f51-acbd-419f-be71-38d19996f661 · outbound
This paper cites Kim, J W.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Kim, J W
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.473356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 1bc57ac3-dbca-4126-941b-3dbca3c8a708 · outbound
This paper cites Massa, F.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Massa, F
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.476643Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 357ca484-add2-458f-aa01-810c9ea87b08 · outbound
This paper cites Proximal Policy Optimization Algorithms.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Proximal Policy Optimization Algorithms
Reference 55
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:39:48.383998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 724f732a-8be3-4d29-860c-d7261582ab66 · outbound
This paper cites APACrefauthors \ 2024 1.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction APACrefauthors \ 2024 1
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.467159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation d233337b-4296-40e9-81d4-9167ccf7b470 · outbound
This paper cites APACrefauthors \ 2024 2.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction APACrefauthors \ 2024 2
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T13:39:48.470399Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation eef0cf8f-ad35-490b-9f52-6c2b723ccec9 · outbound
This paper cites Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM
Reference 58
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.390382Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 4b4fd7f8-9bd0-4b4d-b44b-0a7df5b37aa7 · outbound
This paper cites Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming
Reference 59
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.398368Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation b6ccf608-f3df-4855-b006-c7740879e3e6 · outbound
This paper cites GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot
Reference 60
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T13:39:48.403186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation d15e40ce-8a13-48cd-95d1-f464427993df · outbound
This paper cites Disttrain: Addressing model and data heterogeneity with disaggregated training for multimodal large language models.
Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Disttrain: Addressing model and data heterogeneity with disaggregated training for multimodal large language models
Reference 61
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.268558Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Pith citing papers
Observation 13ac8ad6-f421-41ce-b01f-54bfe7b17bbc · inbound
Kimi-Audio Technical Report cites this paper.
Kimi-Audio Technical Report Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation ab37e7fe-3520-4d25-a911-e918eb5b194c · inbound
Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models cites this paper.
Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 52
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation a90d7b25-65a4-4383-92f1-9f8da6f8cceb · inbound
Step-Audio 2 Technical Report cites this paper.
Step-Audio 2 Technical Report Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation e1b44793-28aa-422b-870b-ede372a11e0b · inbound
StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs cites this paper.
StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 9cfbed63-0060-4540-9caa-d89e840fbd21 · inbound
Cross-modal Consistency Guidance for Robust Emotion Control in Auto-Regressive TTS Models cites this paper.
Cross-modal Consistency Guidance for Robust Emotion Control in Auto-Regressive TTS Models Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 7a3b9a6b-048d-4fbd-94c0-3d777db17cb0 · inbound
Cross-modal Consistency Guidance for Robust Emotion Control in Auto-Regressive TTS Models cites this paper.
Cross-modal Consistency Guidance for Robust Emotion Control in Auto-Regressive TTS Models Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T21:00:39.109525Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation fbe14310-0d2a-48b2-ae6a-962ebab34970 · inbound
ViBES: A Conversational Agent with Behaviorally-Intelligent 3D Virtual Body cites this paper.
ViBES: A Conversational Agent with Behaviorally-Intelligent 3D Virtual Body Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 104e889b-1350-4146-acf2-dbed95c018de · inbound
Style Amnesia: Investigating Speaking Style Degradation and Mitigation in Multi-Turn Spoken Language Models cites this paper.
Style Amnesia: Investigating Speaking Style Degradation and Mitigation in Multi-Turn Spoken Language Models Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation fa3793dc-dee9-444c-8054-be4de0c92e79 · inbound
Same Words, Different Judgments: How Preferences Vary Across Modalities cites this paper.
Same Words, Different Judgments: How Preferences Vary Across Modalities Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation a8a81817-877a-4a6b-9868-775f19da4368 · inbound
Bridging What the Model Thinks and How It Speaks: Self-Aware Speech Language Models for Expressive Speech Generation cites this paper.
Bridging What the Model Thinks and How It Speaks: Self-Aware Speech Language Models for Expressive Speech Generation Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 8a072de6-a6ef-45d3-aa97-e0e955af4523 · inbound
VERITAS: A Multi-Agent Co-Scientist for Verifiable Image-Derived Hypothesis Testing cites this paper.
VERITAS: A Multi-Agent Co-Scientist for Verifiable Image-Derived Hypothesis Testing Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T21:34:30.078813Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65ab0000-4558-4b3b-bc61-87cf5914c5db · inbound
Why Your Tokenizer Fails in Information Fusion: A Timing-Aware Pre-Quantization Fusion for Video-Enhanced Audio Tokenization cites this paper.
Why Your Tokenizer Fails in Information Fusion: A Timing-Aware Pre-Quantization Fusion for Video-Enhanced Audio Tokenization Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation cdd9973b-928b-4ddb-ade5-a614c7dfdb0e · inbound
On the Distillation Loss Functions of Speech VAE for Unified Reconstruction, Understanding, and Generation cites this paper.
On the Distillation Loss Functions of Speech VAE for Unified Reconstruction, Understanding, and Generation Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 74e2921e-86fe-472d-9b9f-c95e31ff23d8 · inbound
Sema: Semantic Transport for Real-Time Multimodal Agents cites this paper.
Sema: Semantic Transport for Real-Time Multimodal Agents Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 86600281-9dfa-478c-b03d-9c1f35a28d3f · inbound
ReasonAudio: A Benchmark for Evaluating Reasoning Beyond Matching in Text-Audio Retrieval cites this paper.
ReasonAudio: A Benchmark for Evaluating Reasoning Beyond Matching in Text-Audio Retrieval Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 72d91187-ece0-4e0d-8c42-5fb3f5bbe05d · inbound
ReasonAudio: A Benchmark for Evaluating Reasoning Beyond Matching in Text-Audio Retrieval cites this paper.
ReasonAudio: A Benchmark for Evaluating Reasoning Beyond Matching in Text-Audio Retrieval Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 72c7adcb-7c33-4a2f-b2c8-e3c7d78203c3 · inbound
MiniMind-O Technical Report: An Open Small-Scale Speech-Native Omni Model cites this paper.
MiniMind-O Technical Report: An Open Small-Scale Speech-Native Omni Model Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation c1ee0ef2-4d5a-470d-b565-8b193a0b988c · inbound
Sparse Tokens Suffice: Jailbreaking Audio Language Models via Token-Aware Gradient Optimization cites this paper.
Sparse Tokens Suffice: Jailbreaking Audio Language Models via Token-Aware Gradient Optimization Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 39
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation d66889ff-1e86-49a8-ad0a-88aae65164a4 · inbound
Sparse Tokens Suffice: Jailbreaking Audio Language Models via Token-Aware Gradient Optimization cites this paper.
Sparse Tokens Suffice: Jailbreaking Audio Language Models via Token-Aware Gradient Optimization Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 2
- Resolution
- malformed identifier
- local_arxiv, observed 2026-07-01T13:15:46.063781Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 51020bc1-d6ab-477c-b772-dc7bf98b6e5f · inbound
MegaScale-Omni: A Hyper-Scale, Workload-Resilient System for MultiModal LLM Training in Production cites this paper.
MegaScale-Omni: A Hyper-Scale, Workload-Resilient System for MultiModal LLM Training in Production Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation a6edd245-4b5b-4bd0-a826-576966cff970 · inbound
Boosting Omni-Modal Language Models: Staged Post-Training with Visually Debiased Evaluation cites this paper.
Boosting Omni-Modal Language Models: Staged Post-Training with Visually Debiased Evaluation Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 292a4020-df8c-4849-b154-45e59cd1802e · inbound
Boosting Omni-Modal Language Models: Staged Post-Training with Visually Debiased Evaluation cites this paper.
Boosting Omni-Modal Language Models: Staged Post-Training with Visually Debiased Evaluation Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T13:39:48.481060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation bad9d523-5735-4474-afb4-04a70cb742b1 · inbound
DuplexSLA: A Full-Duplex Spoken Language Model with Synchronized Speech, Language, and Action cites this paper.
DuplexSLA: A Full-Duplex Spoken Language Model with Synchronized Speech, Language, and Action Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T02:43:55.079617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation b8d0dbc3-3147-49a9-84a8-58631c65090c · inbound
DuplexSLA: A Full-Duplex Spoken Language Model with Synchronized Speech, Language, and Action cites this paper.
DuplexSLA: A Full-Duplex Spoken Language Model with Synchronized Speech, Language, and Action Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T17:34:57.326987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 909eb336-2e95-4c26-9119-bc8976c9d00b · inbound
BigMac: Breaking the Pareto Frontier of Compute and Memory in Multimodal LLM Training cites this paper.
BigMac: Breaking the Pareto Frontier of Compute and Memory in Multimodal LLM Training Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T23:04:01.019293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 6105dafd-069c-4ad2-bbf2-f004becb9545 · inbound
Audio-Mind: An Auditable Agentic Framework for Audio Understanding cites this paper.
Audio-Mind: An Auditable Agentic Framework for Audio Understanding Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T10:13:17.925272Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation d4b3731c-80aa-49c6-84d1-d6fe04227c59 · inbound
MOSS-Audio Technical Report cites this paper.
MOSS-Audio Technical Report Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 55
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T00:56:24.977576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 5c44acbd-621d-4bbf-b340-5a12e43a4a9a · inbound
Which Speech Representation Better Matches Text-Native Reasoning? A Study of Speech-Text Alignment on Frame Rate and Representation cites this paper.
Which Speech Representation Better Matches Text-Native Reasoning? A Study of Speech-Text Alignment on Frame Rate and Representation Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T13:18:12.830247Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 989c9785-7c98-4ffd-9537-92a5aa516087 · inbound
M*: A Modular, Extensible, Serving System for Multimodal Models cites this paper.
M*: A Modular, Extensible, Serving System for Multimodal Models Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T10:27:56.698567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation da34a01a-b062-45f0-a7d8-25496182aff1 · 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 Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T02:49:25.013734Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 1f1ee91c-9617-45ad-a0f8-c85f5226a99a · inbound
FlexiSLM: A Dynamic and Controllable Frame Rate Spoken Language Model cites this paper.
FlexiSLM: A Dynamic and Controllable Frame Rate Spoken Language Model Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 214
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-01T11:55:42.174147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation bb9728ae-77b5-48a0-b022-301d27390afb · inbound
Enhancing Flow Matching with A Unified Guidance Framework for Efficient and Robust Speech Synthesis cites this paper.
Enhancing Flow Matching with A Unified Guidance Framework for Efficient and Robust Speech Synthesis Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T06:56:44.326692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.
Observation 1fb345c3-36e5-48f3-8748-467b166f3ba4 · inbound
Auto-AEG: Scalable Data Construction for Open-Vocabulary Audio Event Grounding cites this paper.
Auto-AEG: Scalable Data Construction for Open-Vocabulary Audio Event Grounding Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T19:34:49.358453Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5608d3f-e015-4d6e-8d61-6f737ab51a14 · inbound
Auto-AEG: Scalable Data Construction for Open-Vocabulary Audio Event Grounding cites this paper.
Auto-AEG: Scalable Data Construction for Open-Vocabulary Audio Event Grounding Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T08:43:34.049064Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1511d11-6966-4856-8b76-de8a36588d31 · inbound
X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment cites this paper.
X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T07:12:16.034175Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.