Author

Zhi-Xiang He

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Jul 2026

OmniMate: Open-Ended Real-Time Streaming Audio-Visual Generation for Interactive Avatars

OmniMate, a unified framework for open-ended real-time interactive audio-visual avatar generation and a Multi-Reference Conditioning Module (MRCM), which leverages multiple reference images and a reference speech segment to provide persistent visual and speaker identity cues throughout long-duration streaming interactions.

Quan-Yue Song, Yi-Shan He, Yan-Bo Ding et al. · arXiv.org · 0 citations

Jul 2026

Ripple: Real-Time Streaming Audio-Video Generation With Cross-Modal Recurrent Memory

Ripple is a real-time joint audio-video generation system with a cross-modal recurrent memory mechanism that combines a fixed-length sliding-window attention with modality-specific memory states that continuously summarize audio and video context.

Yan-Bo Ding, Zhi-Zhi Guo, Quan-Yue Song et al. · arXiv.org · 0 citations