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Realtime-Venus system enables full-duplex interaction with dual AI models · 2 sources tracked

By PulseAugur Editorial · [2 sources] ·

Researchers have introduced Realtime-Venus, a novel full-duplex interaction system designed for more natural human-computer communication. The system utilizes two specialized 9B models: Realtime-Venus-Omni for audio-visual tasks and Realtime-Venus-Audio for spoken interactions. These models integrate continuous perception, conversational control, and speech generation through a shared timeline, allowing for asynchronous background reasoning and tool execution without interrupting foreground dialogue. Realtime-Venus-Omni demonstrates strong performance on video benchmarks, while Realtime-Venus-Audio leads in audio understanding and spoken question answering, outperforming models like Gemini 3.1 Live and GPT-4o in continuation metrics. AI

IMPACT Sets a new standard for interactive AI systems, potentially influencing future multimodal and conversational agent development.

RANK_REASON Paper release detailing a new AI system and its performance on benchmarks.

Read on Hugging Face Daily Papers →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

Realtime-Venus system enables full-duplex interaction with dual AI models · 2 sources tracked

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COVERAGE [2]

  1. Hugging Face Daily Papers TIER_1 English(EN) ·

    Realtime-Venus: A full-duplex interaction system with asynchronous delegation

    Realtime-Venus is a proactive full-duplex system with separate audio-visual and audio models that integrate continuous perception, conversational control, and native speech generation via a shared causal timeline and dual-loop runtime.

  2. arXiv cs.CV TIER_1 English(EN) · Ruixiang Zhao, Hualei Wang, Renhe Sun, Enzhi Zhou, Jincenzi Wu, Xujie Song, Kexin Shi, Zihang Liu, Pengcheng Zhu, Jiayi Zhou, Baoyue Zhang, Changhao Zhang, Zitong Wang, Jinhong Wang, Tong Niu, Jingjing Liu, Junan Lin, Haolin He, Hengshuo Chu, Yuhui Chen,… ·

    Realtime-Venus: A full-duplex interaction system with asynchronous delegation

    arXiv:2609.13814v1 Announce Type: new Abstract: Natural interaction in digital and physical environments requires continuous perception and timely responses. Spoken dialogue relies on acoustic and linguistic cues, while video interaction also requires grounding the conversation i…

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