LLaMA-Omni: Seamless Speech Interaction with Large Language Models | Paper Citation Record

Observation 8ddcf9c2-c033-4b24-87c2-3fbb7dc8e4a2 · inbound

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

VoiceBench: Benchmarking LLM-Based Voice Assistants LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:50:13.971194Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c7753991-651d-4217-b129-458db8c2962a · inbound

WavChat: A Survey of Spoken Dialogue Models cites this paper.

WavChat: A Survey of Spoken Dialogue Models LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-12T20:13:57.240429Z

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Observation b9dd0ca6-42d6-4fdf-8f04-b1419870419b · inbound

Who Can Withstand Chat-Audio Attacks? An Evaluation Benchmark for Large Audio-Language Models cites this paper.

Who Can Withstand Chat-Audio Attacks? An Evaluation Benchmark for Large Audio-Language Models LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T14:53:50.206384Z

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Observation 6b07796b-78fe-467d-88ca-5518f05d3131 · inbound

Scaling Speech-Text Pre-training with Synthetic Interleaved Data cites this paper.

Scaling Speech-Text Pre-training with Synthetic Interleaved Data LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T12:02:40.403597Z

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Observation 793b710c-ca7f-4778-9085-faa4fee8132c · inbound

SALMONN-omni: A Codec-free LLM for Full-duplex Speech Understanding and Generation cites this paper.

SALMONN-omni: A Codec-free LLM for Full-duplex Speech Understanding and Generation LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T11:31:16.076477Z

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Observation f6d2f7bb-0212-41b2-821f-8761c3a01feb · inbound

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

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-16T03:53:47.496972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5267b4e2-7a21-48c7-9c16-7b84feba1748 · inbound

Continuous Speech Tokens Makes LLMs Robust Multi-Modality Learners cites this paper.

Continuous Speech Tokens Makes LLMs Robust Multi-Modality Learners LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T21:12:23.997188Z

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Observation 1740c986-f208-4950-9726-1a7c91a48106 · inbound

YingSound: Video-Guided Sound Effects Generation with Multi-modal Chain-of-Thought Controls cites this paper.

YingSound: Video-Guided Sound Effects Generation with Multi-modal Chain-of-Thought Controls LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T17:17:49.010166Z

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Observation 02f9e4d8-1345-404a-8365-fde8e928e8a7 · inbound

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models cites this paper.

Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T12:56:13.082251Z

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Observation a6b9e071-c877-45b1-afdd-4bd4948362f2 · inbound

SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training cites this paper.

SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T11:18:39.915261Z

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Observation 1873b3af-7217-48c6-baad-3c2aa10ae3a5 · inbound

Contrastive Learning for Task-Independent SpeechLLM-Pretraining cites this paper.

Contrastive Learning for Task-Independent SpeechLLM-Pretraining LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T11:13:48.447978Z

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Observation 4ea0a9ce-51d8-465f-bc6c-460ce4fd60b6 · inbound

Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback cites this paper.

Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T11:09:13.058336Z

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Observation 09b7180b-b8da-4e02-9e10-587fb06203fa · inbound

SilVar: Speech Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization cites this paper.

SilVar: Speech Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T10:18:36.175024Z

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Observation e1abac17-8c84-4617-9f2a-9005233c60d1 · inbound

Trading Devil RL: Backdoor attack via Stock market, Bayesian Optimization and Reinforcement Learning cites this paper.

Trading Devil RL: Backdoor attack via Stock market, Bayesian Optimization and Reinforcement Learning LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 169

Resolution: unresolved; no resolver link, observed 2026-08-11T05:12:12.117189Z

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Observation dbb3747d-9a84-433b-8943-faf1b8742dcc · inbound

Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey cites this paper.

Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 119

Resolution: unresolved; no resolver link, observed 2026-08-11T14:59:01.635845Z

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Observation 31b3f180-c57e-4f57-a86e-2b8d1f4efb8f · inbound

VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction cites this paper.

VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-17T21:08:19.661305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5b296ea0-6cfe-4575-8c7e-66e7714aa4ac · inbound

MinMo: A Multimodal Large Language Model for Seamless Voice Interaction cites this paper.

MinMo: A Multimodal Large Language Model for Seamless Voice Interaction LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T21:10:56.674083Z

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Observation 5ad67b38-507a-4932-9a0b-a80be510e8b9 · inbound

HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding cites this paper.

HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T14:40:55.207606Z

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Observation 2b0625f8-1a5c-4afe-88c1-573aebba36b8 · inbound

Overview of the Amphion Toolkit (v0.2) cites this paper.

Overview of the Amphion Toolkit (v0.2) LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T14:21:56.749133Z

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Observation e45a97b2-31a9-47ef-bce1-ddf4d8165b37 · inbound

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her cites this paper.

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T13:34:25.666909Z

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Observation 7dc3286d-0748-4cc8-888e-601fe4d49c74 · inbound

Ola: Pushing the Frontiers of Omni-Modal Language Model cites this paper.

Ola: Pushing the Frontiers of Omni-Modal Language Model LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.105733Z

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Observation b5002ec4-157b-4ce9-983b-9e285c585c7e · inbound

SparQLe: Speech Queries to Text Translation Through LLMs cites this paper.

SparQLe: Speech Queries to Text Translation Through LLMs LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T22:05:23.804113Z

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Observation d54a85f0-f0cb-403c-84be-bf3409720cca · inbound

A Preliminary Exploration with GPT-4o Voice Mode cites this paper.

A Preliminary Exploration with GPT-4o Voice Mode LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T20:02:51.322585Z

Source-reported events for the cited work

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Observation 2d3ae2fc-a0b0-4740-8024-10f7dbc5bf8e · inbound

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

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 2026-08-19T06:32:44.657259+00:00.

Observation 400caaab-4ef9-4bcf-b1f2-ce21a04a3262 · inbound

VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models cites this paper.

VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T11:33:47.104090Z

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Observation c42a38e6-940d-4402-9758-56a45182388f · inbound

SimulS2S-LLM: Unlocking Simultaneous Inference of Speech LLMs for Speech-to-Speech Translation cites this paper.

SimulS2S-LLM: Unlocking Simultaneous Inference of Speech LLMs for Speech-to-Speech Translation LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T11:30:21.844448Z

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Observation 033a91c0-6928-4fc0-91f1-3a1bdd811f0a · inbound

Kimi-Audio Technical Report cites this paper.

Kimi-Audio Technical Report LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:21:27.234568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2be34161-d75b-4350-bbdb-f542090ae388 · inbound

SAKURA: On the Multi-hop Reasoning of Large Audio-Language Models Based on Speech and Audio Information cites this paper.

SAKURA: On the Multi-hop Reasoning of Large Audio-Language Models Based on Speech and Audio Information LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T20:21:32.388918Z

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Observation c07ba69b-84a4-4031-a186-ef95e4cb43fe · inbound

Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach cites this paper.

Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T15:39:33.966621Z

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Observation 507fb53f-1c52-4fb5-81b3-7edc9f0ec53b · inbound

S2SBench: A Benchmark for Quantifying Intelligence Degradation in Speech-to-Speech Large Language Models cites this paper.

S2SBench: A Benchmark for Quantifying Intelligence Degradation in Speech-to-Speech Large Language Models LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:38:36.938679Z

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Observation 180b0dc2-a501-411a-aaf2-b27ae8112244 · inbound

ModRWKV: Transformer Multimodality in Linear Time cites this paper.

ModRWKV: Transformer Multimodality in Linear Time LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:34.644120Z

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Observation dc9e1a5e-b5fa-4f82-8711-d91ee80fa622 · inbound

Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models cites this paper.

Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:01.147173Z

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Observation 0d13692c-21c8-42a9-bc12-cfe3f818b5c3 · inbound

Speechless: Speech Instruction Training Without Speech for Low Resource Languages cites this paper.

Speechless: Speech Instruction Training Without Speech for Low Resource Languages LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:51:16.069890Z

Source-reported events for the cited work

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Observation 9ca4f5b7-4a33-40d1-aa74-c22a6e2656c5 · inbound

VoiceStar: Robust Zero-Shot Autoregressive TTS with Duration Control and Extrapolation cites this paper.

VoiceStar: Robust Zero-Shot Autoregressive TTS with Duration Control and Extrapolation LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:55.644063Z

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Observation a6c1b79e-1f1d-42bd-9d60-646fde200bf9 · inbound

MFA-KWS: Effective Keyword Spotting with Multi-head Frame-asynchronous Decoding cites this paper.

MFA-KWS: Effective Keyword Spotting with Multi-head Frame-asynchronous Decoding LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:16:33.562854Z

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Observation 132089e7-bcf9-4ff1-ada2-857a733acffe · inbound

Zero-Shot Streaming Text to Speech Synthesis with Transducer and Auto-Regressive Modeling cites this paper.

Zero-Shot Streaming Text to Speech Synthesis with Transducer and Auto-Regressive Modeling LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:15:55.598942Z

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Observation d802cbdc-6ea6-4981-8b07-cc34f1544fc9 · inbound

OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction cites this paper.

OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:30.307140Z

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Observation d3b73640-6507-408d-a905-1fce1cd35252 · inbound

Universal Visuo-Tactile Video Understanding for Embodied Interaction cites this paper.

Universal Visuo-Tactile Video Understanding for Embodied Interaction LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T13:09:24.344367Z

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Observation ce5592c6-903f-44ff-ae2d-861a45d3c6c1 · inbound

Chain-of-Thought Training for Open E2E Spoken Dialogue Systems cites this paper.

Chain-of-Thought Training for Open E2E Spoken Dialogue Systems LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:04:31.966356Z

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Observation 9277ae40-93a8-402b-a2fb-6f5c118d4c39 · inbound

NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction cites this paper.

NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:58:35.040733Z

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Observation a38ced2f-e6bf-428d-9ab4-bc652ad434f4 · inbound

StarVC: A Unified Auto-Regressive Framework for Joint Text and Speech Generation in Voice Conversion cites this paper.

StarVC: A Unified Auto-Regressive Framework for Joint Text and Speech Generation in Voice Conversion LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:28:39.960930Z

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Observation 3a38c437-6768-4ac8-b6b1-defd92aa8332 · inbound

SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant cites this paper.

SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:23.008363Z

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Observation 076e0b54-13c8-48fa-aa92-1a3b5b45342a · inbound

TESU-LLM: Training Speech-LLMs Without Speech via Unified Encoder Alignment cites this paper.

TESU-LLM: Training Speech-LLMs Without Speech via Unified Encoder Alignment LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:58:40.924179Z

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Observation 1985f09c-790f-448f-ba7c-612b0d17d029 · inbound

Investigating Vulnerabilities and Defenses Against Audio-Visual Attacks: A Comprehensive Survey Emphasizing Multimodal Models cites this paper.

Investigating Vulnerabilities and Defenses Against Audio-Visual Attacks: A Comprehensive Survey Emphasizing Multimodal Models LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:40.921978Z

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Unavailable: canonical work link unavailable.

Observation d734e001-cd5d-4eee-9cd4-638a837d3b22 · inbound

KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation cites this paper.

KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:23:47.250006Z

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Unavailable: canonical work link unavailable.

Observation 60989bf5-f0e4-4c5f-ae7d-85c95a1d3c30 · inbound

Unlocking Speech Instruction Data Potential with Query Rewriting cites this paper.

Unlocking Speech Instruction Data Potential with Query Rewriting LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T18:21:32.233590Z

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Observation c396d604-debf-4f00-846d-96cf0fba6658 · inbound

AudioJudge: Understanding What Works in Large Audio Model Based Speech Evaluation cites this paper.

AudioJudge: Understanding What Works in Large Audio Model Based Speech Evaluation LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:55.871612Z

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Observation f9ecc50f-fee8-4c79-bd65-941214304f01 · inbound

Personalized Socially Assistive Robots With End-to-End Speech-Language Models For Well-Being Support cites this paper.

Personalized Socially Assistive Robots With End-to-End Speech-Language Models For Well-Being Support LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:04.402999Z

Source-reported events for the cited work

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Observation cdb8ac00-ddad-47a7-abd9-6780ddf68f6e · inbound

Step-Audio 2 Technical Report cites this paper.

Step-Audio 2 Technical Report LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-16T05:59:51.023035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 275754a4-9a8c-48fc-8896-d67dea81c1d9 · inbound

BoSS: Beyond-Semantic Speech cites this paper.

BoSS: Beyond-Semantic Speech LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:04.291383Z

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Observation e8048819-f9d5-4b44-b9d1-b147f6b4654e · inbound

Accent Normalization Using Self-Supervised Discrete Tokens with Non-Parallel Data cites this paper.

Accent Normalization Using Self-Supervised Discrete Tokens with Non-Parallel Data LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:44.224384Z

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Observation 65f20b7f-5213-4063-be88-bbe4978d02b0 · inbound

SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding cites this paper.

SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T14:42:56.043822Z

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Observation e9d9c51a-45a3-417b-88a7-66d03301e2a5 · inbound

Beyond Value Functions: Single-Loop Bilevel Optimization under Flatness Conditions cites this paper.

Beyond Value Functions: Single-Loop Bilevel Optimization under Flatness Conditions LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T17:52:28.613808Z

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Unavailable: canonical work link unavailable.

Observation 60e45a49-bb4c-47c9-8812-24061e498963 · inbound

Dual Information Speech Language Models for Emotional Conversations cites this paper.

Dual Information Speech Language Models for Emotional Conversations LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T21:45:23.907075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee928dbd-a44f-4c45-9c7c-8826b58e7890 · inbound

Training-Free Multimodal Large Language Model Orchestration cites this paper.

Training-Free Multimodal Large Language Model Orchestration LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-19T00:12:54.167660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ddc7832d-be84-4b6a-a021-89c7de4e3344 · inbound

Training-Free Multimodal Large Language Model Orchestration cites this paper.

Training-Free Multimodal Large Language Model Orchestration LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-25T08:05:30.612129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ff509164-128d-453b-85bd-ae5fef3a68fa · inbound

LLaSO: A Foundational Framework for Reproducible Research in Large Language and Speech Model cites this paper.

LLaSO: A Foundational Framework for Reproducible Research in Large Language and Speech Model LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T17:56:51.856505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef60b9df-dd01-4cfb-a286-ad7713ca6c18 · inbound

Enhancing Speech Large Language Models through Reinforced Behavior Alignment cites this paper.

Enhancing Speech Large Language Models through Reinforced Behavior Alignment LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-21T22:24:23.513736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 91a0b4c1-b79f-45db-8bae-2e63819c3e44 · inbound

FireRedChat: A Pluggable, Full-Duplex Voice Interaction System with Cascaded and Semi-Cascaded Implementations cites this paper.

FireRedChat: A Pluggable, Full-Duplex Voice Interaction System with Cascaded and Semi-Cascaded Implementations LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:04.355944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bca84238-c1e2-4017-a014-0ee3f5b7d255 · inbound

StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs cites this paper.

StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:01:24.361876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 55ce28e0-4813-4353-8197-81b50a8f88de · inbound

AV-EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Omni-modal LLMS with Audio-visual Cues cites this paper.

AV-EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Omni-modal LLMS with Audio-visual Cues LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T11:06:44.086529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73d20c5c-f39d-4b87-a946-54358ef0a2a3 · inbound

Same Words, Different Judgments: How Preferences Vary Across Modalities cites this paper.

Same Words, Different Judgments: How Preferences Vary Across Modalities LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-15T19:36:33.038978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 941f052b-a146-45b8-b2c5-7596fdacdd7f · inbound

Language-Aware Distillation for Multilingual Instruction-Following Speech LLMs with ASR-Only Supervision cites this paper.

Language-Aware Distillation for Multilingual Instruction-Following Speech LLMs with ASR-Only Supervision LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T18:42:05.886184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cf905bd-13d5-4852-88e2-5551808ab626 · inbound

Controllable Accent Normalization via Discrete Diffusion cites this paper.

Controllable Accent Normalization via Discrete Diffusion LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-14T21:25:19.253843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18bc937b-afd2-45c0-be4a-79329bb0cbe7 · 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 LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:41:08.488015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e57d5363-c6af-4b86-8681-b2d59a1be6c0 · 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 LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:45:44.079790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation be8c5c01-a85f-4883-87da-1846317b008e · inbound

Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM cites this paper.

Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:46:15.262510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7cb90703-4bc7-4fcc-9550-4a20e3920691 · inbound

Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM cites this paper.

Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:50:49.611468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cf1b243e-3b0c-46ae-8eb7-1a1e3436288e · inbound

VITA-QinYu: Expressive Spoken Language Model for Role-Playing and Singing cites this paper.

VITA-QinYu: Expressive Spoken Language Model for Role-Playing and Singing LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 51

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:50:55.866632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation df2398ca-422d-4bb7-b0a5-6b4af5991141 · 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 LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 118

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:39:48.969176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation db74770c-bf98-4781-9492-e175e48af0a3 · 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 LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-21T02:43:55.027484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4838ffaa-416f-4089-8ce4-244f17c814de · 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 LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:34:57.361577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a6d8c1b2-019d-468f-ad1a-814d5b2a6a22 · inbound

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

A Survey of Audio Reasoning in Multimodal Foundation Models LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-21T02:09:24.368254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a43b7391-d3e0-4f63-9793-c00a05313c7a · inbound

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens cites this paper.

TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:25:59.872963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 65b49c1b-dac7-4476-b120-6205597d2b6d · inbound

Audio Interaction Model cites this paper.

Audio Interaction Model LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-02T10:46:52.413130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eb3d44dd-5b67-4797-96c8-e90f5dc44120 · inbound

Watch, Remember, Reason: Human-View Video Understanding with MLLMs cites this paper.

Watch, Remember, Reason: Human-View Video Understanding with MLLMs LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:27:15.662681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 084cd552-38f0-4ee4-a5de-dac922514b7d · inbound

Steering Where to Listen: Instruction-Based Activation Steering Redirects Temporal Attention in Large Audio-Language Models cites this paper.

Steering Where to Listen: Instruction-Based Activation Steering Redirects Temporal Attention in Large Audio-Language Models LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-03T07:57:44.819997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a53e1ce9-d567-4f85-9ed0-d0ab6702f9c2 · 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 LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:18:12.825126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6f7c5947-006b-4b80-9cfb-cf4596cd38eb · inbound

Streaming T5-based Text-to-Speech Synthesis with Limited Lookahead cites this paper.

Streaming T5-based Text-to-Speech Synthesis with Limited Lookahead LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-04T08:29:41.323872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2ae65a48-4f96-4a77-8557-222645a0aa62 · inbound

FlexiSLM: A Dynamic and Controllable Frame Rate Spoken Language Model cites this paper.

FlexiSLM: A Dynamic and Controllable Frame Rate Spoken Language Model LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 215

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T11:55:42.281653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6199ec6f-8f95-4bcb-a4d8-b464e14d29db · inbound

Metronome: Bound the Cache, Keep the Beat for Real-Time Interaction Model Serving cites this paper.

Metronome: Bound the Cache, Keep the Beat for Real-Time Interaction Model Serving LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T08:09:44.957032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a130e201-e309-4fdf-bb17-135aa45b6047 · inbound

TokAN: Accent Normalization Using Self-Supervised Speech Tokens cites this paper.

TokAN: Accent Normalization Using Self-Supervised Speech Tokens LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-11T22:58:27.449735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 788183f2-e31e-4971-a137-16cb22e0c543 · 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 LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-01T07:12:13.127289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e6763b9-2544-45e1-82ae-e2b4c8cbe348 · inbound

Cocktail-Talker: Multi-Speaker Dialog Modeling in Noisy Social Environments with Turn Action GRPO cites this paper.

Cocktail-Talker: Multi-Speaker Dialog Modeling in Noisy Social Environments with Turn Action GRPO LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T01:56:11.344932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers